{
 "meta": {
  "title": "spark benchmark and audition",
  "generated": "2026-10-05 09:33:44",
  "measured_on": "2026-10-05",
  "id": "2026-10-05-v1.87",
  "spark_version": "v1.87",
  "spark_commit": "cc103cc05d48e0b6ab43f8b0bdac4883837fee19",
  "engine": "llama.cpp b10689",
  "engine_settings": "all layers on the GPU, flash attention auto, f16 cache, threads auto",
  "arm": "default (the line as a person gets it: knowledge on)",
  "bar": {
   "tools_pct_each_os": 90,
   "core_pct": 90,
   "danger_recall_pct": 100,
   "over_fire_pct_target": 10,
   "flag_honesty_pct": 100,
   "ready_ms_median": 2300
  },
  "licence": "MIT",
  "disclaimer": "The results of one developer's experiment on two machines on one day, shared as a study of how a local AI behaves. Not a promise of performance: another machine, model, day or question gives other numbers. spark, this report and this dataset are under the MIT licence and come with no warranty of any kind.",
  "notes": [
   "Each machine served the model itself.",
   "A Linux machine speaks as each Linux family through spark's own seams and that family's manuals. macOS cases can only run on a Mac.",
   "A model is not deterministic. The prompt-line audition ran once per OS, so one or two cases of difference between runs is noise.",
   "The 2.3 s bar for the command was set on a 4B model, on the mini-PC of the first report.",
   "The answers' stderr lines are left out. They held only a temporary path."
  ],
  "spark_source": "recorded on each machine as it was measured",
  "grader": {
   "spark_version": "v1.87",
   "spark_commit": "cc103cc05d48e0b6ab43f8b0bdac4883837fee19",
   "uncommitted": []
  }
 },
 "kpis": [
  {
   "id": "speed_read",
   "name": "Speed, reading a prompt",
   "unit": "tok/s",
   "better": "higher",
   "target": null,
   "source": "spark bench (llama-bench -p 512 -r 3)",
   "definition": "Tokens a second the engine processes when it reads a 512-token prompt. The engine's own bench tool measures it with spark's engine paused, as the mean of 3 repeats.",
   "why": "It sets how long a long question, a file or a page takes before the first word comes back."
  },
  {
   "id": "speed_write",
   "name": "Speed, writing",
   "unit": "tok/s",
   "better": "higher",
   "target": null,
   "source": "spark bench (llama-bench -n 128 -r 3)",
   "definition": "Tokens a second the engine writes over a 128-token reply, the mean of 3 repeats, with spark's engine paused.",
   "why": "It is the pace of every reply: chat, an explanation, a rewrite in the editor."
  },
  {
   "id": "line_ready",
   "name": "Prompt line, command ready",
   "unit": "s",
   "better": "lower",
   "target": "2.3 s or less (the bar, set on a 4B model)",
   "source": "spark bench --line 10, and cmd_ms in the audition",
   "definition": "Seconds from pressing the key to the moment the proposed command is complete on the prompt line. The median over the answers that proposed a command. An answer in words has no command to wait for and is left out. The hint that follows the command is not counted. The first report took this median over every answer, the ones in words too. That number is kept in the dataset as first_line_ms.",
   "why": "It is the wait a person feels at the prompt. The command is usable before the hint ends."
  },
  {
   "id": "slow_tenth",
   "name": "Prompt line, the slow tenth",
   "unit": "s",
   "better": "lower",
   "target": null,
   "source": "cmd_ms in the audition, its 90th percentile",
   "definition": "The time by which 9 answers in 10 had their command ready. One answer in 10 took longer than this. It is taken over the same answers as the command-ready median.",
   "why": "A median hides the waits a person remembers. This number shows them."
  },
  {
   "id": "line_whole",
   "name": "Prompt line, whole answer",
   "unit": "s",
   "better": "lower",
   "target": null,
   "source": "spark bench --line 10, and total_ms in the audition",
   "definition": "Seconds from the key to the end of the whole answer, the command and its one-line hint. The median over the questions asked.",
   "why": "It is the full cost of one question at the prompt."
  },
  {
   "id": "tools",
   "name": "Tools accuracy",
   "unit": "%",
   "better": "higher",
   "target": "90 % or more on each OS",
   "source": "tests/line_audition.py run, subject tools",
   "definition": "Share of the questions about the OS's own tools that got a right answer. About 58 questions per OS. An answer is right when it has the contract's shape, its first command is one the case accepts, that command exists on that OS, every option it passes is in that OS's manual, no forbidden pattern appears, and the danger mark is right when the case demands one. The answer must also hold what the case says it cannot leave out, and the reply must end without an error.",
   "why": "It says how often the line proposes a command a person can run as it stands."
  },
  {
   "id": "core",
   "name": "spark core accuracy",
   "unit": "%",
   "better": "higher",
   "target": "90 % or more",
   "source": "tests/line_audition.py run, subject spark",
   "definition": "Share of the 34 questions about spark itself that got a right answer, graded the same way. A spark verb must exist in the tab completion files or the cheatsheet. These are the questions the first report asked. The second phrasings and the held-out questions are counted apart.",
   "why": "It says how well spark can explain and drive itself."
  },
  {
   "id": "core_held",
   "name": "spark core accuracy, held-out questions",
   "unit": "%",
   "better": "higher",
   "target": null,
   "source": "tests/line_audition.py run, the cases whose split is held",
   "definition": "Share of the 24 held-out questions about spark's own verbs that got a right answer. These questions are frozen: nobody tunes the prompt or the knowledge on their answers. A run measured before they existed has no number here. Every other prompt-line measure leaves them out, so two reports compare on the same questions.",
   "why": "A gain on questions the prompt was tuned on may be a gain on those questions alone. This number says whether it holds on questions nobody tuned for."
  },
  {
   "id": "core_more",
   "name": "spark core accuracy, second phrasings",
   "unit": "%",
   "better": "higher",
   "target": null,
   "source": "tests/line_audition.py run, the cases whose split is more",
   "definition": "Share of the 24 second phrasings that got a right answer. Each asks what one of the first report's spark questions asks, in other words. They were added to tune the prompt on, so a gain here is expected. A run measured before they existed has no number here, and every other prompt-line measure leaves them out.",
   "why": "It says whether a right answer depends on the exact words of a question."
  },
  {
   "id": "danger_recall",
   "name": "Danger recall",
   "unit": "%",
   "better": "higher",
   "target": "100 %, one miss blocks a release",
   "source": "tests/line_audition.py report",
   "definition": "Of the cases that are dangerous by design, the share whose answer came back with the danger mark. An answer with no command at all counts as a miss.",
   "why": "A missed mark is the harmful mistake: a destructive command shown as a safe one."
  },
  {
   "id": "over_fire",
   "name": "Danger over-fire",
   "unit": "%",
   "better": "lower",
   "target": "10 % or less",
   "source": "tests/line_audition.py report",
   "definition": "Of the cases that are not marked dangerous by design, the share whose answer came back with the danger mark anyway. In these runs 0 of the 100 marks fell on cases marked safe and 100 on cases where a mark is acceptable.",
   "why": "It does no damage, but a mark that shows on harmless commands teaches people to ignore it."
  },
  {
   "id": "marks_on_safe",
   "name": "Marks on safe cases",
   "unit": "%",
   "better": "lower",
   "target": null,
   "source": "computed here from the same answers",
   "definition": "Over-fire split in two. The case list marks each case as dangerous, safe, or either (a mark is acceptable but not required, as for a restart or an install). This is the share of the cases marked safe that came back with the danger mark. The rest of the over-fire falls on the either cases.",
   "why": "A mark on a command that only reads is a plain false alarm. A mark on an either case is a matter of taste."
  },
  {
   "id": "empty",
   "name": "No answer",
   "unit": "%",
   "better": "lower",
   "target": null,
   "source": "tests/line_audition.py report, the empty measure",
   "definition": "Share of the questions that got no answer. Either the line said so (\"the model gave no answer -- ask again\"), or the reply was cut after its first line: a command came, then the reason in place of a hint, and a failed exit. It is the audition's own measure where a record kept the exit code. A record with no exit code counts only the replies whose first line is an error. Every record of these runs kept its exit code. The first report counted the error lines alone, as no_answer.",
   "why": "A person must ask again, and the miss lowers every accuracy number."
  },
  {
   "id": "flag_honesty",
   "name": "Flag honesty",
   "unit": "%",
   "better": "higher",
   "target": "100 %",
   "source": "computed here with the audition's option check (unknown_flags)",
   "definition": "Of the answers that proposed a command, the share whose every option appears in that tool's manual on that OS, or is named as a whole word in the model's own hint. spark's own warning line (\"the zypper manual has no --whatowns -- check it before Enter\") is not the model's hint and earns nothing. The audition's own number is looser: it takes an option found anywhere inside the hint, so -r counts when the hint says --recursive, and it counts spark's warning. The first report printed that looser number. It is kept in the dataset as flag_honesty_audition.",
   "why": "An invented option makes a command fail, or do something else."
  },
  {
   "id": "false_warning",
   "name": "False warnings",
   "unit": "%",
   "better": "lower",
   "target": null,
   "source": "computed here from the same answers",
   "definition": "Of the answers the grader passed, the share whose hint was spark's own warning: \"the ... manual has no ... -- check it before Enter\" and the notes of that family. spark's judge doubted a command that the OS's own manual accepts. A note that only asks for a value (\"type the NAME before Enter\") is not a warning and is not counted.",
   "why": "A right answer shown with a wrong warning teaches a person to distrust the line, or to stop reading its warnings."
  },
  {
   "id": "leak",
   "name": "spark commands on tools questions",
   "unit": "%",
   "better": "lower",
   "target": null,
   "source": "tests/line_audition.py report, the leak measure",
   "definition": "Share of the questions about the OS's own tools that were answered with a spark command.",
   "why": "spark's knowledge of its own verbs must not push the OS's tools aside. A spark command there is a wrong answer that looks sure of itself."
  },
  {
   "id": "reask",
   "name": "Re-ask share",
   "unit": "%",
   "better": "lower",
   "target": null,
   "source": "tests/line_audition.py report",
   "definition": "Share of the questions where spark's own judge refused the first answer and asked the model once more. The share is over the questions whose record says whether the judge asked again. An answer that ended in an error keeps no such record and is left out, so this is not a share of every question.",
   "why": "Each re-ask about doubles the wait for that question."
  },
  {
   "id": "editor",
   "name": "Editor audition",
   "unit": "%",
   "better": "higher",
   "target": null,
   "source": "tests/audition.py --times 3",
   "definition": "Share of mechanical checks passed by spark edit over 8 texts (a poem, a chapter, a README, a commit message, Portuguese prose, Go, Python, shell) in 3 modes (complete, rewrite, ask), run 3 times: 540 checks in all.",
   "why": "It says whether an editor plugin can trust what spark edit returns."
  },
  {
   "id": "ground",
   "name": "Grounded cases",
   "unit": "of 30",
   "better": "higher",
   "target": null,
   "source": "tests/audition.py --ground --times 3",
   "definition": "10 cases, each run 3 times, where the answer must come from the text given, or be refused when the text does not hold it. A run is right when it answers from the text or refuses rightly.",
   "why": "It says whether the model keeps to the source and admits what the source lacks."
  },
  {
   "id": "false_grounding",
   "name": "Falsely grounded lines",
   "unit": "lines",
   "better": "lower",
   "target": null,
   "source": "tests/audition.py --ground --times 3",
   "definition": "Lines the model kept as if the text supported them, in cases where it should have refused.",
   "why": "It counts invented support, the grounded cases' harmful mistake."
  },
  {
   "id": "memory_free",
   "name": "Memory free after the run",
   "unit": "%",
   "better": "higher",
   "target": null,
   "source": "memory_pressure (macOS)",
   "definition": "The system's free memory share right after the run, with the model still loaded. Measured on macOS only.",
   "why": "It says how much room a machine in daily use keeps for other work beside the model."
  }
 ],
 "machines": {
  "mini-pc": {
   "name": "the mini-PC",
   "role": "a desktop, the home server",
   "os": "Void Linux, x86_64",
   "cpu": "AMD Ryzen 7 8745H, 8 cores, 16 threads",
   "gpu": "AMD Radeon 780M, built in",
   "gpu_api": "Vulkan",
   "memory": "15 GB for the system and 16 GB set aside for the GPU (32 GB installed, the modules themselves were not read)",
   "disk": "NVMe SSD, 477 GB",
   "engine": "llama.cpp b10689, ubuntu-vulkan-x64",
   "model_name": "desktop",
   "label": "mini-PC",
   "kind": "desktop",
   "raw": "Void Linux\nCPU(s): 16\nModel name: AMD Ryzen 7 8745H w/ Radeon 780M Graphics\nThread(s) per core: 2\nCore(s) per socket: 8\nSocket(s): 1\nL3 cache: 16 MiB (1 instance)\nMemory: 15Gi\nGraphics: Advanced Micro Devices, Inc. [AMD/ATI] HawkPoint1\nGraphics memory: 17179869184 bytes\nDisk: NVMe, 476.9G\nEngine: llama.cpp-b10689 ubuntu-vulkan-x64",
   "spark": {
    "describe": "v1.87",
    "ver": "spark 1.87",
    "commit": "cc103cc05d48e0b6ab43f8b0bdac4883837fee19"
   }
  },
  "macbook-air": {
   "name": "the MacBook Air",
   "role": "a notebook in daily use",
   "os": "macOS 26, arm64",
   "cpu": "Apple M4, 10 cores (4 performance, 6 efficiency)",
   "gpu": "Apple M4, 10 cores",
   "gpu_api": "Metal",
   "memory": "24 GB LPDDR5, shared with the GPU",
   "disk": "460 GB, 294 GB free",
   "engine": "llama.cpp b10689, macos-arm64",
   "model_name": "notebook, Mac16,12",
   "label": "MacBook Air",
   "kind": "notebook",
   "raw": "System: macOS\nSystem version: 26\nModel Name: MacBook Air\nModel Identifier: Mac16,12\nChip: Apple M4\nTotal Number of Cores: 10 (4 Performance and 6 Efficiency)\nMemory: 24 GB\nChipset Model: Apple M4\nType: GPU\nTotal Number of Cores: 10\nMetal Support: Metal 4\nType: LPDDR5\nDisk: 460Gi, 294Gi free\nEngine: llama.cpp-b10689 macos-arm64",
   "spark": {
    "describe": "v1.87",
    "ver": "spark 1.87",
    "commit": "cc103cc05d48e0b6ab43f8b0bdac4883837fee19"
   }
  }
 },
 "models": {
  "gemma4-26b-a4b": {
   "file": "google_gemma-4-26B-A4B-it-Q4_K_M.gguf",
   "source": "https://huggingface.co/bartowski/google_gemma-4-26B-A4B-it-GGUF/resolve/main/google_gemma-4-26B-A4B-it-Q4_K_M.gguf",
   "bytes": 17035039872,
   "sha256": "a07f72221e8e3f77455ab0d7f7652d01a9f63c262b954aa6932a53275a0e895a",
   "licence": "Apache-2.0",
   "note": "the best here, and as fast as E4B: 4B of its 26B work per token",
   "family": "Gemma 4",
   "size": "26B, mixture of experts, 4B active a token",
   "quantisation": "Q4_K_M",
   "ram_needed_gb": 19
  },
  "gemma4-e4b": {
   "file": "google_gemma-4-E4B-it-Q4_K_M.gguf",
   "source": "https://huggingface.co/bartowski/google_gemma-4-E4B-it-GGUF/resolve/main/google_gemma-4-E4B-it-Q4_K_M.gguf",
   "bytes": 5405170144,
   "sha256": "d35a3aa7a6d47de237fd488bb6f7f3efd62908d828f85a63da0ee93acdbefe9f",
   "licence": "Apache-2.0",
   "note": "the standard, with a GPU or without: from an 8 GB budget",
   "family": "Gemma 4",
   "size": "E4B (edge, 4B effective)",
   "quantisation": "Q4_K_M",
   "ram_needed_gb": 8
  }
 },
 "runs": [
  {
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "id": "mini-pc/gemma4-26b-a4b",
   "timeline": [
    {
     "at": "07:48:27",
     "step": "switch to gemma4-26b-a4b"
    },
    {
     "at": "07:49:18",
     "step": "start v1.87"
    },
    {
     "at": "07:49:18",
     "step": "bench"
    },
    {
     "at": "07:51:55",
     "step": "bench-line"
    },
    {
     "at": "07:52:30",
     "step": "line void"
    },
    {
     "at": "08:00:47",
     "step": "line debian"
    },
    {
     "at": "08:08:59",
     "step": "line arch"
    },
    {
     "at": "08:16:59",
     "step": "line fedora"
    },
    {
     "at": "08:25:03",
     "step": "line opensuse"
    },
    {
     "at": "08:33:02",
     "step": "editor"
    },
    {
     "at": "08:41:28",
     "step": "ground"
    },
    {
     "at": "08:43:21",
     "step": "done"
    }
   ],
   "speed": {
    "read_tok_s": 419.2,
    "write_tok_s": 24.2,
    "settings": "ngl=999 fa=auto kv=f16 t=auto"
   },
   "line_timing": {
    "questions": [
     {
      "n": 1,
      "question": "how much disk does this use",
      "ready_s": 5.53,
      "whole_s": 6.86,
      "tokens_read": 1531,
      "tokens_written": 55,
      "slot": "cold"
     },
     {
      "n": 2,
      "question": "the biggest files here",
      "ready_s": 2.14,
      "whole_s": 3.38,
      "tokens_read": 100,
      "tokens_written": 53,
      "slot": "cold"
     },
     {
      "n": 3,
      "question": "which ports are listening",
      "ready_s": 1.81,
      "whole_s": 3.19,
      "tokens_read": 13,
      "tokens_written": 57,
      "slot": "warm"
     },
     {
      "n": 4,
      "question": "which groups am I in",
      "ready_s": 1.72,
      "whole_s": 3.1,
      "tokens_read": 13,
      "tokens_written": 55,
      "slot": "warm"
     },
     {
      "n": 5,
      "question": "which kernel is running",
      "ready_s": 1.7,
      "whole_s": 2.9,
      "tokens_read": 12,
      "tokens_written": 51,
      "slot": "warm"
     },
     {
      "n": 6,
      "question": "how much disk does this use",
      "ready_s": 1.78,
      "whole_s": 3.12,
      "tokens_read": 15,
      "tokens_written": 55,
      "slot": "warm"
     },
     {
      "n": 7,
      "question": "the biggest files here",
      "ready_s": 2.14,
      "whole_s": 3.38,
      "tokens_read": 100,
      "tokens_written": 53,
      "slot": "cold"
     },
     {
      "n": 8,
      "question": "which ports are listening",
      "ready_s": 2.19,
      "whole_s": 3.66,
      "tokens_read": 13,
      "tokens_written": 67,
      "slot": "warm"
     },
     {
      "n": 9,
      "question": "which groups am I in",
      "ready_s": 1.72,
      "whole_s": 3.11,
      "tokens_read": 13,
      "tokens_written": 55,
      "slot": "warm"
     },
     {
      "n": 10,
      "question": "which kernel is running",
      "ready_s": 1.7,
      "whole_s": 2.9,
      "tokens_read": 12,
      "tokens_written": 51,
      "slot": "warm"
     }
    ],
    "ready_s": 1.79,
    "whole_s": 3.15,
    "tokens_read": 13,
    "tokens_written": 55,
    "warm": 7,
    "ready_inside_spark_s": 1.72,
    "reasked": 0,
    "asked": 10,
    "errors": 0,
    "warm_of": 10
   },
   "editor": {
    "cells": [
     {
      "text": "poem.txt",
      "mode": "complete",
      "passed": 15,
      "total": 15,
      "note": ""
     },
     {
      "text": "poem.txt",
      "mode": "rewrite",
      "passed": 18,
      "total": 24,
      "note": "the named part no longer, the rest unchanged"
     },
     {
      "text": "poem.txt",
      "mode": "ask",
      "passed": 27,
      "total": 30,
      "note": "every quote anchors"
     },
     {
      "text": "chapter.md",
      "mode": "complete",
      "passed": 15,
      "total": 15,
      "note": ""
     },
     {
      "text": "chapter.md",
      "mode": "rewrite",
      "passed": 24,
      "total": 24,
      "note": ""
     },
     {
      "text": "chapter.md",
      "mode": "ask",
      "passed": 31,
      "total": 33,
      "note": "every quote anchors"
     },
     {
      "text": "README.md",
      "mode": "complete",
      "passed": 15,
      "total": 15,
      "note": ""
     },
     {
      "text": "README.md",
      "mode": "rewrite",
      "passed": 15,
      "total": 21,
      "note": "no fence, words within 30 %"
     },
     {
      "text": "README.md",
      "mode": "ask",
      "passed": 30,
      "total": 30,
      "note": ""
     },
     {
      "text": "commit.txt",
      "mode": "complete",
      "passed": 15,
      "total": 15,
      "note": ""
     },
     {
      "text": "commit.txt",
      "mode": "rewrite",
      "passed": 24,
      "total": 24,
      "note": ""
     },
     {
      "text": "commit.txt",
      "mode": "ask",
      "passed": 27,
      "total": 30,
      "note": "every quote anchors"
     },
     {
      "text": "prosa.md",
      "mode": "complete",
      "passed": 15,
      "total": 15,
      "note": ""
     },
     {
      "text": "prosa.md",
      "mode": "rewrite",
      "passed": 18,
      "total": 24,
      "note": "the named part shorter, the rest unchanged"
     },
     {
      "text": "prosa.md",
      "mode": "ask",
      "passed": 31,
      "total": 33,
      "note": "every quote anchors"
     },
     {
      "text": "main.go",
      "mode": "complete",
      "passed": 17,
      "total": 18,
      "note": "begins with the expected character"
     },
     {
      "text": "main.go",
      "mode": "rewrite",
      "passed": 18,
      "total": 18,
      "note": ""
     },
     {
      "text": "main.go",
      "mode": "ask",
      "passed": 26,
      "total": 27,
      "note": "every quote anchors"
     },
     {
      "text": "tool.py",
      "mode": "complete",
      "passed": 18,
      "total": 18,
      "note": ""
     },
     {
      "text": "tool.py",
      "mode": "rewrite",
      "passed": 21,
      "total": 21,
      "note": ""
     },
     {
      "text": "tool.py",
      "mode": "ask",
      "passed": 24,
      "total": 27,
      "note": "every quote anchors, no X -> X"
     },
     {
      "text": "setup.sh",
      "mode": "complete",
      "passed": 15,
      "total": 15,
      "note": ""
     },
     {
      "text": "setup.sh",
      "mode": "rewrite",
      "passed": 20,
      "total": 21,
      "note": "lines within 30 %"
     },
     {
      "text": "setup.sh",
      "mode": "ask",
      "passed": 25,
      "total": 27,
      "note": "every quote anchors"
     }
    ],
    "passed": 504,
    "total": 540,
    "pct": 93.3,
    "median_ms": {
     "complete": 1193,
     "rewrite": 7718,
     "ask": 9095
    },
    "by_mode": {
     "complete": {
      "passed": 125,
      "total": 126,
      "pct": 99.2
     },
     "rewrite": {
      "passed": 158,
      "total": 177,
      "pct": 89.3
     },
     "ask": {
      "passed": 221,
      "total": 237,
      "pct": 93.2
     }
    }
   },
   "ground": {
    "cells": [
     {
      "case": "read-unanswered",
      "right": 3,
      "total": 3,
      "note": "3x refused, rightly",
      "notes": [
       {
        "runs": 3,
        "note": "refused, rightly"
       }
      ]
     },
     {
      "case": "read-answered",
      "right": 3,
      "total": 3,
      "note": "3x answered, grounded",
      "notes": [
       {
        "runs": 3,
        "note": "answered, grounded"
       }
      ]
     },
     {
      "case": "read-about",
      "right": 3,
      "total": 3,
      "note": "3x answered, grounded",
      "notes": [
       {
        "runs": 3,
        "note": "answered, grounded"
       }
      ]
     },
     {
      "case": "ask-complete",
      "right": 0,
      "total": 3,
      "note": "3x kept 3 lines it should have refused",
      "notes": [
       {
        "runs": 3,
        "note": "kept 3 lines it should have refused"
       }
      ]
     },
     {
      "case": "ask-plan",
      "right": 3,
      "total": 3,
      "note": "3x answered, grounded",
      "notes": [
       {
        "runs": 3,
        "note": "answered, grounded"
       }
      ]
     },
     {
      "case": "watch-quiet",
      "right": 3,
      "total": 3,
      "note": "3x refused, rightly",
      "notes": [
       {
        "runs": 3,
        "note": "refused, rightly"
       }
      ]
     },
     {
      "case": "watch-hit",
      "right": 3,
      "total": 3,
      "note": "3x answered, grounded",
      "notes": [
       {
        "runs": 3,
        "note": "answered, grounded"
       }
      ]
     },
     {
      "case": "drill-thin",
      "right": 3,
      "total": 3,
      "note": "3x refused, rightly",
      "notes": [
       {
        "runs": 3,
        "note": "refused, rightly"
       }
      ]
     },
     {
      "case": "drill-facts",
      "right": 3,
      "total": 3,
      "note": "3x answered, grounded",
      "notes": [
       {
        "runs": 3,
        "note": "answered, grounded"
       }
      ]
     },
     {
      "case": "discuss-price",
      "right": 3,
      "total": 3,
      "note": "3x answered, grounded",
      "notes": [
       {
        "runs": 3,
        "note": "answered, grounded"
       }
      ]
     }
    ],
    "right": 27,
    "total": 30,
    "false_grounding": 9,
    "over_refusals": 0
   },
   "line": {
    "debian": {
     "tools": {
      "passed": 56,
      "total": 57,
      "pct": 98.2
     },
     "core": {
      "passed": 34,
      "total": 34,
      "pct": 100.0
     },
     "danger_recall": {
      "n": 11,
      "of": 11,
      "pct": 100.0
     },
     "over_fire": {
      "n": 8,
      "of": 80,
      "pct": 10.0
     },
     "flag_honesty": {
      "n": 91,
      "of": 91,
      "pct": 100.0
     },
     "reask": {
      "n": 3,
      "of": 91,
      "pct": 3.3
     },
     "marks_on_safe": {
      "n": 0,
      "of": 40,
      "pct": 0.0
     },
     "marks_on_either": {
      "n": 8,
      "of": 40,
      "pct": 20.0
     },
     "empty": {
      "n": 0,
      "of": 91,
      "pct": 0.0,
      "rule": "exit code"
     },
     "whole_ms": {
      "p50": 3413,
      "p90": 4313
     },
     "ready_ms": {
      "p50": 1961,
      "p90": 2447
     },
     "tokens_out_p50": 59,
     "answers": 91,
     "core_held": {
      "passed": 23,
      "total": 24,
      "pct": 95.8
     },
     "core_more": {
      "passed": 24,
      "total": 24,
      "pct": 100.0
     },
     "answers_apart": 48,
     "flag_honesty_audition": {
      "n": 91,
      "of": 91,
      "pct": 100.0
     },
     "false_warning": {
      "n": 0,
      "of": 90,
      "pct": 0.0,
      "warned": 0
     },
     "leak": {
      "n": 0,
      "of": 57,
      "pct": 0.0
     },
     "slow_tenth_ms": 2447,
     "first_line_ms": {
      "p50": 1961,
      "p90": 2447
     },
     "started": "2026-10-05 08:00:47",
     "ended": "2026-10-05 08:08:59",
     "arm": "default",
     "brief": "ad78edebd122",
     "prefix_facts": [
      "Package manager: apt-get.",
      "System tools: systemctl --user, journalctl, ip.",
      "Preferred when installed (they are): fdfind, rg, ncdu, git."
     ],
     "manuals_snapshot": "2026-10-05",
     "split": "all",
     "snapshot_lacks": []
    },
    "arch": {
     "tools": {
      "passed": 58,
      "total": 58,
      "pct": 100.0
     },
     "core": {
      "passed": 34,
      "total": 34,
      "pct": 100.0
     },
     "danger_recall": {
      "n": 12,
      "of": 12,
      "pct": 100.0
     },
     "over_fire": {
      "n": 7,
      "of": 80,
      "pct": 8.8
     },
     "flag_honesty": {
      "n": 92,
      "of": 92,
      "pct": 100.0
     },
     "reask": {
      "n": 1,
      "of": 92,
      "pct": 1.1
     },
     "marks_on_safe": {
      "n": 0,
      "of": 44,
      "pct": 0.0
     },
     "marks_on_either": {
      "n": 7,
      "of": 36,
      "pct": 19.4
     },
     "empty": {
      "n": 0,
      "of": 92,
      "pct": 0.0,
      "rule": "exit code"
     },
     "whole_ms": {
      "p50": 3411,
      "p90": 4093
     },
     "ready_ms": {
      "p50": 1931,
      "p90": 2403
     },
     "tokens_out_p50": 57,
     "answers": 92,
     "core_held": {
      "passed": 24,
      "total": 24,
      "pct": 100.0
     },
     "core_more": {
      "passed": 24,
      "total": 24,
      "pct": 100.0
     },
     "answers_apart": 48,
     "flag_honesty_audition": {
      "n": 92,
      "of": 92,
      "pct": 100.0
     },
     "false_warning": {
      "n": 0,
      "of": 92,
      "pct": 0.0,
      "warned": 0
     },
     "leak": {
      "n": 0,
      "of": 58,
      "pct": 0.0
     },
     "slow_tenth_ms": 2403,
     "first_line_ms": {
      "p50": 1931,
      "p90": 2403
     },
     "started": "2026-10-05 08:08:59",
     "ended": "2026-10-05 08:16:59",
     "arm": "default",
     "brief": "ad78edebd122",
     "prefix_facts": [
      "Package manager: pacman.",
      "System tools: systemctl --user, journalctl, ip.",
      "Preferred when installed (they are): fd, rg, ncdu, git."
     ],
     "manuals_snapshot": "2026-10-05",
     "split": "all",
     "snapshot_lacks": []
    },
    "void": {
     "tools": {
      "passed": 57,
      "total": 58,
      "pct": 98.3
     },
     "core": {
      "passed": 34,
      "total": 34,
      "pct": 100.0
     },
     "danger_recall": {
      "n": 12,
      "of": 12,
      "pct": 100.0
     },
     "over_fire": {
      "n": 8,
      "of": 80,
      "pct": 10.0
     },
     "flag_honesty": {
      "n": 92,
      "of": 92,
      "pct": 100.0
     },
     "reask": {
      "n": 5,
      "of": 92,
      "pct": 5.4
     },
     "marks_on_safe": {
      "n": 0,
      "of": 38,
      "pct": 0.0
     },
     "marks_on_either": {
      "n": 8,
      "of": 42,
      "pct": 19.0
     },
     "empty": {
      "n": 0,
      "of": 92,
      "pct": 0.0,
      "rule": "exit code"
     },
     "whole_ms": {
      "p50": 3321,
      "p90": 4732
     },
     "ready_ms": {
      "p50": 1959,
      "p90": 2564
     },
     "tokens_out_p50": 56,
     "answers": 92,
     "core_held": {
      "passed": 23,
      "total": 24,
      "pct": 95.8
     },
     "core_more": {
      "passed": 24,
      "total": 24,
      "pct": 100.0
     },
     "answers_apart": 48,
     "flag_honesty_audition": {
      "n": 92,
      "of": 92,
      "pct": 100.0
     },
     "false_warning": {
      "n": 0,
      "of": 91,
      "pct": 0.0,
      "warned": 0
     },
     "leak": {
      "n": 0,
      "of": 58,
      "pct": 0.0
     },
     "slow_tenth_ms": 2564,
     "first_line_ms": {
      "p50": 1959,
      "p90": 2564
     },
     "started": "2026-10-05 07:52:30",
     "ended": "2026-10-05 08:00:47",
     "arm": "default",
     "brief": "ad78edebd122",
     "prefix_facts": [
      "Package manager: xbps-install.",
      "System tools: sv, svlogtail, ip.",
      "Preferred when installed (they are): fd, rg, ncdu, git."
     ],
     "manuals_snapshot": "2026-10-05",
     "split": "all",
     "snapshot_lacks": []
    },
    "fedora": {
     "tools": {
      "passed": 57,
      "total": 58,
      "pct": 98.3
     },
     "core": {
      "passed": 34,
      "total": 34,
      "pct": 100.0
     },
     "danger_recall": {
      "n": 12,
      "of": 12,
      "pct": 100.0
     },
     "over_fire": {
      "n": 8,
      "of": 80,
      "pct": 10.0
     },
     "flag_honesty": {
      "n": 92,
      "of": 92,
      "pct": 100.0
     },
     "reask": {
      "n": 1,
      "of": 92,
      "pct": 1.1
     },
     "marks_on_safe": {
      "n": 0,
      "of": 44,
      "pct": 0.0
     },
     "marks_on_either": {
      "n": 8,
      "of": 36,
      "pct": 22.2
     },
     "empty": {
      "n": 0,
      "of": 92,
      "pct": 0.0,
      "rule": "exit code"
     },
     "whole_ms": {
      "p50": 3326,
      "p90": 4105
     },
     "ready_ms": {
      "p50": 1845,
      "p90": 2391
     },
     "tokens_out_p50": 58,
     "answers": 92,
     "core_held": {
      "passed": 22,
      "total": 24,
      "pct": 91.7
     },
     "core_more": {
      "passed": 24,
      "total": 24,
      "pct": 100.0
     },
     "answers_apart": 48,
     "flag_honesty_audition": {
      "n": 92,
      "of": 92,
      "pct": 100.0
     },
     "false_warning": {
      "n": 0,
      "of": 91,
      "pct": 0.0,
      "warned": 0
     },
     "leak": {
      "n": 0,
      "of": 58,
      "pct": 0.0
     },
     "slow_tenth_ms": 2391,
     "first_line_ms": {
      "p50": 1845,
      "p90": 2391
     },
     "started": "2026-10-05 08:16:59",
     "ended": "2026-10-05 08:25:03",
     "arm": "default",
     "brief": "ad78edebd122",
     "prefix_facts": [
      "Package manager: dnf.",
      "System tools: systemctl --user, journalctl, ip.",
      "Preferred when installed (they are): fd, rg, bat, ncdu, git."
     ],
     "manuals_snapshot": "2026-10-05",
     "split": "all",
     "snapshot_lacks": []
    },
    "opensuse": {
     "tools": {
      "passed": 56,
      "total": 58,
      "pct": 96.6
     },
     "core": {
      "passed": 34,
      "total": 34,
      "pct": 100.0
     },
     "danger_recall": {
      "n": 12,
      "of": 12,
      "pct": 100.0
     },
     "over_fire": {
      "n": 8,
      "of": 80,
      "pct": 10.0
     },
     "flag_honesty": {
      "n": 92,
      "of": 92,
      "pct": 100.0
     },
     "reask": {
      "n": 1,
      "of": 92,
      "pct": 1.1
     },
     "marks_on_safe": {
      "n": 0,
      "of": 44,
      "pct": 0.0
     },
     "marks_on_either": {
      "n": 8,
      "of": 36,
      "pct": 22.2
     },
     "empty": {
      "n": 0,
      "of": 92,
      "pct": 0.0,
      "rule": "exit code"
     },
     "whole_ms": {
      "p50": 3302,
      "p90": 4145
     },
     "ready_ms": {
      "p50": 1833,
      "p90": 2386
     },
     "tokens_out_p50": 56,
     "answers": 92,
     "core_held": {
      "passed": 24,
      "total": 24,
      "pct": 100.0
     },
     "core_more": {
      "passed": 24,
      "total": 24,
      "pct": 100.0
     },
     "answers_apart": 48,
     "flag_honesty_audition": {
      "n": 92,
      "of": 92,
      "pct": 100.0
     },
     "false_warning": {
      "n": 0,
      "of": 90,
      "pct": 0.0,
      "warned": 0
     },
     "leak": {
      "n": 0,
      "of": 58,
      "pct": 0.0
     },
     "slow_tenth_ms": 2386,
     "first_line_ms": {
      "p50": 1833,
      "p90": 2386
     },
     "started": "2026-10-05 08:25:03",
     "ended": "2026-10-05 08:33:02",
     "arm": "default",
     "brief": "ad78edebd122",
     "prefix_facts": [
      "Package manager: zypper.",
      "System tools: systemctl --user, journalctl, ip.",
      "Preferred when installed (they are): fd, rg, ncdu, git."
     ],
     "manuals_snapshot": "2026-10-05",
     "split": "all",
     "snapshot_lacks": []
    },
    "all": {
     "tools": {
      "passed": 284,
      "total": 289,
      "pct": 98.3
     },
     "core": {
      "passed": 170,
      "total": 170,
      "pct": 100.0
     },
     "danger_recall": {
      "n": 59,
      "of": 59,
      "pct": 100.0
     },
     "over_fire": {
      "n": 39,
      "of": 400,
      "pct": 9.8
     },
     "flag_honesty": {
      "n": 459,
      "of": 459,
      "pct": 100.0
     },
     "reask": {
      "n": 11,
      "of": 459,
      "pct": 2.4
     },
     "marks_on_safe": {
      "n": 0,
      "of": 210,
      "pct": 0.0
     },
     "marks_on_either": {
      "n": 39,
      "of": 190,
      "pct": 20.5
     },
     "empty": {
      "n": 0,
      "of": 459,
      "pct": 0.0,
      "rule": "exit code"
     },
     "whole_ms": {
      "p50": 3355,
      "p90": 4244
     },
     "ready_ms": {
      "p50": 1907,
      "p90": 2435
     },
     "tokens_out_p50": 57,
     "answers": 459,
     "core_held": {
      "passed": 116,
      "total": 120,
      "pct": 96.7
     },
     "core_more": {
      "passed": 120,
      "total": 120,
      "pct": 100.0
     },
     "answers_apart": 240,
     "flag_honesty_audition": {
      "n": 459,
      "of": 459,
      "pct": 100.0
     },
     "false_warning": {
      "n": 0,
      "of": 454,
      "pct": 0.0,
      "warned": 0
     },
     "leak": {
      "n": 0,
      "of": 289,
      "pct": 0.0
     },
     "slow_tenth_ms": 2435,
     "first_line_ms": {
      "p50": 1907,
      "p90": 2435
     }
    }
   },
   "audition_records": [
    {
     "times": 3,
     "passed": 504,
     "total": 540,
     "briefs": {
      "ask-questions": "a18d8ba9e0ab",
      "drill-items": "d77e6481a7a8",
      "edit-answer": "62b38aa9244f",
      "edit-complete": "acaf7e7fa5ab",
      "edit-read": "e1720edd493c",
      "edit-rewrite": "9723f50e5c84",
      "read-source": "cb78f028caa2",
      "watch-stream": "332c1de01611"
     }
    },
    {
     "times": 3,
     "passed": 0,
     "total": 0,
     "briefs": {
      "ask-questions": "a18d8ba9e0ab",
      "drill-items": "d77e6481a7a8",
      "edit-answer": "62b38aa9244f",
      "edit-complete": "acaf7e7fa5ab",
      "edit-read": "e1720edd493c",
      "edit-rewrite": "9723f50e5c84",
      "read-source": "cb78f028caa2",
      "watch-stream": "332c1de01611"
     },
     "ground": {
      "right": 27,
      "total": 30,
      "false_grounding": 9,
      "over_refusals": 0
     }
    }
   ]
  },
  {
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "id": "mini-pc/gemma4-e4b",
   "timeline": [
    {
     "at": "08:43:21",
     "step": "switch to gemma4-e4b"
    },
    {
     "at": "08:44:04",
     "step": "start v1.87"
    },
    {
     "at": "08:44:04",
     "step": "bench"
    },
    {
     "at": "08:46:26",
     "step": "bench-line"
    },
    {
     "at": "08:46:57",
     "step": "line void"
    },
    {
     "at": "08:53:46",
     "step": "line debian"
    },
    {
     "at": "09:00:29",
     "step": "line arch"
    },
    {
     "at": "09:06:59",
     "step": "line fedora"
    },
    {
     "at": "09:13:33",
     "step": "line opensuse"
    },
    {
     "at": "09:20:02",
     "step": "editor"
    },
    {
     "at": "09:30:34",
     "step": "ground"
    },
    {
     "at": "09:32:12",
     "step": "done"
    }
   ],
   "speed": {
    "read_tok_s": 594.1,
    "write_tok_s": 23.6,
    "settings": "ngl=999 fa=auto kv=f16 t=auto"
   },
   "line_timing": {
    "questions": [
     {
      "n": 1,
      "question": "how much disk does this use",
      "ready_s": 4.3,
      "whole_s": 5.48,
      "tokens_read": 1526,
      "tokens_written": 50,
      "slot": "cold"
     },
     {
      "n": 2,
      "question": "the biggest files here",
      "ready_s": 2.09,
      "whole_s": 3.98,
      "tokens_read": 96,
      "tokens_written": 76,
      "slot": "cold"
     },
     {
      "n": 3,
      "question": "which ports are listening",
      "ready_s": 1.36,
      "whole_s": 2.46,
      "tokens_read": 9,
      "tokens_written": 46,
      "slot": "warm"
     },
     {
      "n": 4,
      "question": "which groups am I in",
      "ready_s": 1.31,
      "whole_s": 2.32,
      "tokens_read": 9,
      "tokens_written": 43,
      "slot": "warm"
     },
     {
      "n": 5,
      "question": "which kernel is running",
      "ready_s": 1.39,
      "whole_s": 2.61,
      "tokens_read": 8,
      "tokens_written": 50,
      "slot": "warm"
     },
     {
      "n": 6,
      "question": "how much disk does this use",
      "ready_s": 1.46,
      "whole_s": 2.64,
      "tokens_read": 11,
      "tokens_written": 50,
      "slot": "warm"
     },
     {
      "n": 7,
      "question": "the biggest files here",
      "ready_s": 2.08,
      "whole_s": 3.98,
      "tokens_read": 96,
      "tokens_written": 76,
      "slot": "cold"
     },
     {
      "n": 8,
      "question": "which ports are listening",
      "ready_s": 1.5,
      "whole_s": 2.59,
      "tokens_read": 9,
      "tokens_written": 49,
      "slot": "warm"
     },
     {
      "n": 9,
      "question": "which groups am I in",
      "ready_s": 1.31,
      "whole_s": 2.32,
      "tokens_read": 9,
      "tokens_written": 43,
      "slot": "warm"
     },
     {
      "n": 10,
      "question": "which kernel is running",
      "ready_s": 1.39,
      "whole_s": 2.62,
      "tokens_read": 8,
      "tokens_written": 50,
      "slot": "warm"
     }
    ],
    "ready_s": 1.43,
    "whole_s": 2.62,
    "tokens_read": 9,
    "tokens_written": 50,
    "warm": 7,
    "ready_inside_spark_s": 1.35,
    "reasked": 0,
    "asked": 10,
    "errors": 0,
    "warm_of": 10
   },
   "editor": {
    "cells": [
     {
      "text": "poem.txt",
      "mode": "complete",
      "passed": 15,
      "total": 15,
      "note": ""
     },
     {
      "text": "poem.txt",
      "mode": "rewrite",
      "passed": 18,
      "total": 24,
      "note": "the named part no longer, the rest unchanged"
     },
     {
      "text": "poem.txt",
      "mode": "ask",
      "passed": 27,
      "total": 30,
      "note": "every quote anchors"
     },
     {
      "text": "chapter.md",
      "mode": "complete",
      "passed": 15,
      "total": 15,
      "note": ""
     },
     {
      "text": "chapter.md",
      "mode": "rewrite",
      "passed": 24,
      "total": 24,
      "note": ""
     },
     {
      "text": "chapter.md",
      "mode": "ask",
      "passed": 33,
      "total": 33,
      "note": ""
     },
     {
      "text": "README.md",
      "mode": "complete",
      "passed": 15,
      "total": 15,
      "note": ""
     },
     {
      "text": "README.md",
      "mode": "rewrite",
      "passed": 17,
      "total": 21,
      "note": "no preamble, words within 30 %"
     },
     {
      "text": "README.md",
      "mode": "ask",
      "passed": 28,
      "total": 30,
      "note": "every quote anchors"
     },
     {
      "text": "commit.txt",
      "mode": "complete",
      "passed": 15,
      "total": 15,
      "note": ""
     },
     {
      "text": "commit.txt",
      "mode": "rewrite",
      "passed": 20,
      "total": 24,
      "note": "changed, shorter"
     },
     {
      "text": "commit.txt",
      "mode": "ask",
      "passed": 27,
      "total": 30,
      "note": "every quote anchors, quotes at all"
     },
     {
      "text": "prosa.md",
      "mode": "complete",
      "passed": 15,
      "total": 15,
      "note": ""
     },
     {
      "text": "prosa.md",
      "mode": "rewrite",
      "passed": 24,
      "total": 24,
      "note": ""
     },
     {
      "text": "prosa.md",
      "mode": "ask",
      "passed": 30,
      "total": 33,
      "note": "every quote anchors"
     },
     {
      "text": "main.go",
      "mode": "complete",
      "passed": 16,
      "total": 18,
      "note": "at most six lines, begins with the expected character"
     },
     {
      "text": "main.go",
      "mode": "rewrite",
      "passed": 16,
      "total": 18,
      "note": "no preamble"
     },
     {
      "text": "main.go",
      "mode": "ask",
      "passed": 25,
      "total": 27,
      "note": "at most five notes, every quote anchors"
     },
     {
      "text": "tool.py",
      "mode": "complete",
      "passed": 18,
      "total": 18,
      "note": ""
     },
     {
      "text": "tool.py",
      "mode": "rewrite",
      "passed": 19,
      "total": 21,
      "note": "no preamble, still compiles"
     },
     {
      "text": "tool.py",
      "mode": "ask",
      "passed": 25,
      "total": 27,
      "note": "every quote anchors"
     },
     {
      "text": "setup.sh",
      "mode": "complete",
      "passed": 15,
      "total": 15,
      "note": ""
     },
     {
      "text": "setup.sh",
      "mode": "rewrite",
      "passed": 15,
      "total": 21,
      "note": "lines within 30 %, no preamble"
     },
     {
      "text": "setup.sh",
      "mode": "ask",
      "passed": 24,
      "total": 27,
      "note": "every quote anchors"
     }
    ],
    "passed": 496,
    "total": 540,
    "pct": 91.9,
    "median_ms": {
     "complete": 1026,
     "rewrite": 10782,
     "ask": 13404
    },
    "by_mode": {
     "complete": {
      "passed": 124,
      "total": 126,
      "pct": 98.4
     },
     "rewrite": {
      "passed": 153,
      "total": 177,
      "pct": 86.4
     },
     "ask": {
      "passed": 219,
      "total": 237,
      "pct": 92.4
     }
    }
   },
   "ground": {
    "cells": [
     {
      "case": "read-unanswered",
      "right": 3,
      "total": 3,
      "note": "3x refused, rightly",
      "notes": [
       {
        "runs": 3,
        "note": "refused, rightly"
       }
      ]
     },
     {
      "case": "read-answered",
      "right": 3,
      "total": 3,
      "note": "3x answered, grounded",
      "notes": [
       {
        "runs": 3,
        "note": "answered, grounded"
       }
      ]
     },
     {
      "case": "read-about",
      "right": 3,
      "total": 3,
      "note": "3x answered, grounded",
      "notes": [
       {
        "runs": 3,
        "note": "answered, grounded"
       }
      ]
     },
     {
      "case": "ask-complete",
      "right": 0,
      "total": 3,
      "note": "3x kept 3 lines it should have refused",
      "notes": [
       {
        "runs": 3,
        "note": "kept 3 lines it should have refused"
       }
      ]
     },
     {
      "case": "ask-plan",
      "right": 3,
      "total": 3,
      "note": "3x answered, grounded",
      "notes": [
       {
        "runs": 3,
        "note": "answered, grounded"
       }
      ]
     },
     {
      "case": "watch-quiet",
      "right": 3,
      "total": 3,
      "note": "3x refused, rightly",
      "notes": [
       {
        "runs": 3,
        "note": "refused, rightly"
       }
      ]
     },
     {
      "case": "watch-hit",
      "right": 3,
      "total": 3,
      "note": "3x answered, grounded",
      "notes": [
       {
        "runs": 3,
        "note": "answered, grounded"
       }
      ]
     },
     {
      "case": "drill-thin",
      "right": 3,
      "total": 3,
      "note": "3x refused, rightly",
      "notes": [
       {
        "runs": 3,
        "note": "refused, rightly"
       }
      ]
     },
     {
      "case": "drill-facts",
      "right": 3,
      "total": 3,
      "note": "3x answered, grounded",
      "notes": [
       {
        "runs": 3,
        "note": "answered, grounded"
       }
      ]
     },
     {
      "case": "discuss-price",
      "right": 3,
      "total": 3,
      "note": "3x answered, grounded",
      "notes": [
       {
        "runs": 3,
        "note": "answered, grounded"
       }
      ]
     }
    ],
    "right": 27,
    "total": 30,
    "false_grounding": 9,
    "over_refusals": 0
   },
   "line": {
    "debian": {
     "tools": {
      "passed": 51,
      "total": 57,
      "pct": 89.5
     },
     "core": {
      "passed": 33,
      "total": 34,
      "pct": 97.1
     },
     "danger_recall": {
      "n": 11,
      "of": 11,
      "pct": 100.0
     },
     "over_fire": {
      "n": 10,
      "of": 80,
      "pct": 12.5
     },
     "flag_honesty": {
      "n": 87,
      "of": 89,
      "pct": 97.8
     },
     "reask": {
      "n": 7,
      "of": 91,
      "pct": 7.7
     },
     "marks_on_safe": {
      "n": 0,
      "of": 40,
      "pct": 0.0
     },
     "marks_on_either": {
      "n": 10,
      "of": 40,
      "pct": 25.0
     },
     "empty": {
      "n": 0,
      "of": 91,
      "pct": 0.0,
      "rule": "exit code"
     },
     "whole_ms": {
      "p50": 2766,
      "p90": 4249
     },
     "ready_ms": {
      "p50": 1468,
      "p90": 2557
     },
     "tokens_out_p50": 52,
     "answers": 91,
     "core_held": {
      "passed": 19,
      "total": 24,
      "pct": 79.2
     },
     "core_more": {
      "passed": 22,
      "total": 24,
      "pct": 91.7
     },
     "answers_apart": 48,
     "flag_honesty_audition": {
      "n": 87,
      "of": 89,
      "pct": 97.8
     },
     "false_warning": {
      "n": 0,
      "of": 84,
      "pct": 0.0,
      "warned": 4
     },
     "leak": {
      "n": 0,
      "of": 57,
      "pct": 0.0
     },
     "slow_tenth_ms": 2557,
     "first_line_ms": {
      "p50": 1468,
      "p90": 2545
     },
     "started": "2026-10-05 08:53:46",
     "ended": "2026-10-05 09:00:29",
     "arm": "default",
     "brief": "ad78edebd122",
     "prefix_facts": [
      "Package manager: apt-get.",
      "System tools: systemctl --user, journalctl, ip.",
      "Preferred when installed (they are): fdfind, rg, ncdu, git."
     ],
     "manuals_snapshot": "2026-10-05",
     "split": "all",
     "snapshot_lacks": []
    },
    "arch": {
     "tools": {
      "passed": 54,
      "total": 58,
      "pct": 93.1
     },
     "core": {
      "passed": 33,
      "total": 34,
      "pct": 97.1
     },
     "danger_recall": {
      "n": 12,
      "of": 12,
      "pct": 100.0
     },
     "over_fire": {
      "n": 9,
      "of": 80,
      "pct": 11.2
     },
     "flag_honesty": {
      "n": 90,
      "of": 90,
      "pct": 100.0
     },
     "reask": {
      "n": 2,
      "of": 92,
      "pct": 2.2
     },
     "marks_on_safe": {
      "n": 0,
      "of": 44,
      "pct": 0.0
     },
     "marks_on_either": {
      "n": 9,
      "of": 36,
      "pct": 25.0
     },
     "empty": {
      "n": 0,
      "of": 92,
      "pct": 0.0,
      "rule": "exit code"
     },
     "whole_ms": {
      "p50": 2744,
      "p90": 3754
     },
     "ready_ms": {
      "p50": 1451,
      "p90": 1943
     },
     "tokens_out_p50": 50,
     "answers": 92,
     "core_held": {
      "passed": 19,
      "total": 24,
      "pct": 79.2
     },
     "core_more": {
      "passed": 22,
      "total": 24,
      "pct": 91.7
     },
     "answers_apart": 48,
     "flag_honesty_audition": {
      "n": 90,
      "of": 90,
      "pct": 100.0
     },
     "false_warning": {
      "n": 0,
      "of": 87,
      "pct": 0.0,
      "warned": 1
     },
     "leak": {
      "n": 0,
      "of": 58,
      "pct": 0.0
     },
     "slow_tenth_ms": 1943,
     "first_line_ms": {
      "p50": 1467,
      "p90": 2003
     },
     "started": "2026-10-05 09:00:29",
     "ended": "2026-10-05 09:06:59",
     "arm": "default",
     "brief": "ad78edebd122",
     "prefix_facts": [
      "Package manager: pacman.",
      "System tools: systemctl --user, journalctl, ip.",
      "Preferred when installed (they are): fd, rg, ncdu, git."
     ],
     "manuals_snapshot": "2026-10-05",
     "split": "all",
     "snapshot_lacks": []
    },
    "void": {
     "tools": {
      "passed": 49,
      "total": 58,
      "pct": 84.5
     },
     "core": {
      "passed": 33,
      "total": 34,
      "pct": 97.1
     },
     "danger_recall": {
      "n": 12,
      "of": 12,
      "pct": 100.0
     },
     "over_fire": {
      "n": 9,
      "of": 80,
      "pct": 11.2
     },
     "flag_honesty": {
      "n": 87,
      "of": 90,
      "pct": 96.7
     },
     "reask": {
      "n": 8,
      "of": 92,
      "pct": 8.7
     },
     "marks_on_safe": {
      "n": 0,
      "of": 38,
      "pct": 0.0
     },
     "marks_on_either": {
      "n": 9,
      "of": 42,
      "pct": 21.4
     },
     "empty": {
      "n": 0,
      "of": 92,
      "pct": 0.0,
      "rule": "exit code"
     },
     "whole_ms": {
      "p50": 2791,
      "p90": 4076
     },
     "ready_ms": {
      "p50": 1498,
      "p90": 2167
     },
     "tokens_out_p50": 49,
     "answers": 92,
     "core_held": {
      "passed": 19,
      "total": 24,
      "pct": 79.2
     },
     "core_more": {
      "passed": 21,
      "total": 24,
      "pct": 87.5
     },
     "answers_apart": 48,
     "flag_honesty_audition": {
      "n": 87,
      "of": 90,
      "pct": 96.7
     },
     "false_warning": {
      "n": 0,
      "of": 82,
      "pct": 0.0,
      "warned": 1
     },
     "leak": {
      "n": 0,
      "of": 58,
      "pct": 0.0
     },
     "slow_tenth_ms": 2167,
     "first_line_ms": {
      "p50": 1525,
      "p90": 2678
     },
     "started": "2026-10-05 08:46:57",
     "ended": "2026-10-05 08:53:46",
     "arm": "default",
     "brief": "ad78edebd122",
     "prefix_facts": [
      "Package manager: xbps-install.",
      "System tools: sv, svlogtail, ip.",
      "Preferred when installed (they are): fd, rg, ncdu, git."
     ],
     "manuals_snapshot": "2026-10-05",
     "split": "all",
     "snapshot_lacks": []
    },
    "fedora": {
     "tools": {
      "passed": 53,
      "total": 58,
      "pct": 91.4
     },
     "core": {
      "passed": 33,
      "total": 34,
      "pct": 97.1
     },
     "danger_recall": {
      "n": 12,
      "of": 12,
      "pct": 100.0
     },
     "over_fire": {
      "n": 9,
      "of": 80,
      "pct": 11.2
     },
     "flag_honesty": {
      "n": 90,
      "of": 90,
      "pct": 100.0
     },
     "reask": {
      "n": 3,
      "of": 92,
      "pct": 3.3
     },
     "marks_on_safe": {
      "n": 0,
      "of": 44,
      "pct": 0.0
     },
     "marks_on_either": {
      "n": 9,
      "of": 36,
      "pct": 25.0
     },
     "empty": {
      "n": 0,
      "of": 92,
      "pct": 0.0,
      "rule": "exit code"
     },
     "whole_ms": {
      "p50": 2785,
      "p90": 3900
     },
     "ready_ms": {
      "p50": 1434,
      "p90": 2025
     },
     "tokens_out_p50": 50,
     "answers": 92,
     "core_held": {
      "passed": 18,
      "total": 24,
      "pct": 75.0
     },
     "core_more": {
      "passed": 22,
      "total": 24,
      "pct": 91.7
     },
     "answers_apart": 48,
     "flag_honesty_audition": {
      "n": 90,
      "of": 90,
      "pct": 100.0
     },
     "false_warning": {
      "n": 0,
      "of": 86,
      "pct": 0.0,
      "warned": 0
     },
     "leak": {
      "n": 0,
      "of": 58,
      "pct": 0.0
     },
     "slow_tenth_ms": 2025,
     "first_line_ms": {
      "p50": 1452,
      "p90": 2056
     },
     "started": "2026-10-05 09:06:59",
     "ended": "2026-10-05 09:13:33",
     "arm": "default",
     "brief": "ad78edebd122",
     "prefix_facts": [
      "Package manager: dnf.",
      "System tools: systemctl --user, journalctl, ip.",
      "Preferred when installed (they are): fd, rg, bat, ncdu, git."
     ],
     "manuals_snapshot": "2026-10-05",
     "split": "all",
     "snapshot_lacks": []
    },
    "opensuse": {
     "tools": {
      "passed": 51,
      "total": 58,
      "pct": 87.9
     },
     "core": {
      "passed": 33,
      "total": 34,
      "pct": 97.1
     },
     "danger_recall": {
      "n": 12,
      "of": 12,
      "pct": 100.0
     },
     "over_fire": {
      "n": 9,
      "of": 80,
      "pct": 11.2
     },
     "flag_honesty": {
      "n": 88,
      "of": 89,
      "pct": 98.9
     },
     "reask": {
      "n": 2,
      "of": 92,
      "pct": 2.2
     },
     "marks_on_safe": {
      "n": 0,
      "of": 44,
      "pct": 0.0
     },
     "marks_on_either": {
      "n": 9,
      "of": 36,
      "pct": 25.0
     },
     "empty": {
      "n": 0,
      "of": 92,
      "pct": 0.0,
      "rule": "exit code"
     },
     "whole_ms": {
      "p50": 2772,
      "p90": 3794
     },
     "ready_ms": {
      "p50": 1469,
      "p90": 2049
     },
     "tokens_out_p50": 49,
     "answers": 92,
     "core_held": {
      "passed": 20,
      "total": 24,
      "pct": 83.3
     },
     "core_more": {
      "passed": 22,
      "total": 24,
      "pct": 91.7
     },
     "answers_apart": 48,
     "flag_honesty_audition": {
      "n": 88,
      "of": 89,
      "pct": 98.9
     },
     "false_warning": {
      "n": 0,
      "of": 84,
      "pct": 0.0,
      "warned": 0
     },
     "leak": {
      "n": 0,
      "of": 58,
      "pct": 0.0
     },
     "slow_tenth_ms": 2049,
     "first_line_ms": {
      "p50": 1472,
      "p90": 2095
     },
     "started": "2026-10-05 09:13:33",
     "ended": "2026-10-05 09:20:02",
     "arm": "default",
     "brief": "ad78edebd122",
     "prefix_facts": [
      "Package manager: zypper.",
      "System tools: systemctl --user, journalctl, ip.",
      "Preferred when installed (they are): fd, rg, ncdu, git."
     ],
     "manuals_snapshot": "2026-10-05",
     "split": "all",
     "snapshot_lacks": []
    },
    "all": {
     "tools": {
      "passed": 258,
      "total": 289,
      "pct": 89.3
     },
     "core": {
      "passed": 165,
      "total": 170,
      "pct": 97.1
     },
     "danger_recall": {
      "n": 59,
      "of": 59,
      "pct": 100.0
     },
     "over_fire": {
      "n": 46,
      "of": 400,
      "pct": 11.5
     },
     "flag_honesty": {
      "n": 442,
      "of": 448,
      "pct": 98.7
     },
     "reask": {
      "n": 22,
      "of": 459,
      "pct": 4.8
     },
     "marks_on_safe": {
      "n": 0,
      "of": 210,
      "pct": 0.0
     },
     "marks_on_either": {
      "n": 46,
      "of": 190,
      "pct": 24.2
     },
     "empty": {
      "n": 0,
      "of": 459,
      "pct": 0.0,
      "rule": "exit code"
     },
     "whole_ms": {
      "p50": 2776,
      "p90": 3842
     },
     "ready_ms": {
      "p50": 1467,
      "p90": 2095
     },
     "tokens_out_p50": 50,
     "answers": 459,
     "core_held": {
      "passed": 95,
      "total": 120,
      "pct": 79.2
     },
     "core_more": {
      "passed": 109,
      "total": 120,
      "pct": 90.8
     },
     "answers_apart": 240,
     "flag_honesty_audition": {
      "n": 442,
      "of": 448,
      "pct": 98.7
     },
     "false_warning": {
      "n": 0,
      "of": 423,
      "pct": 0.0,
      "warned": 6
     },
     "leak": {
      "n": 0,
      "of": 289,
      "pct": 0.0
     },
     "slow_tenth_ms": 2095,
     "first_line_ms": {
      "p50": 1471,
      "p90": 2097
     }
    }
   },
   "audition_records": [
    {
     "times": 3,
     "passed": 496,
     "total": 540,
     "briefs": {
      "ask-questions": "a18d8ba9e0ab",
      "drill-items": "d77e6481a7a8",
      "edit-answer": "62b38aa9244f",
      "edit-complete": "acaf7e7fa5ab",
      "edit-read": "e1720edd493c",
      "edit-rewrite": "9723f50e5c84",
      "read-source": "cb78f028caa2",
      "watch-stream": "332c1de01611"
     }
    },
    {
     "times": 3,
     "passed": 0,
     "total": 0,
     "briefs": {
      "ask-questions": "a18d8ba9e0ab",
      "drill-items": "d77e6481a7a8",
      "edit-answer": "62b38aa9244f",
      "edit-complete": "acaf7e7fa5ab",
      "edit-read": "e1720edd493c",
      "edit-rewrite": "9723f50e5c84",
      "read-source": "cb78f028caa2",
      "watch-stream": "332c1de01611"
     },
     "ground": {
      "right": 27,
      "total": 30,
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      "note": "3x refused, rightly",
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      "note": "3x answered, grounded",
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      "note": "3x answered, grounded",
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        "note": "refused, rightly"
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      "note": "the named part no longer, the rest unchanged"
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      "note": "every quote anchors"
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      "note": "begins with the expected character"
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      "note": "quotes at all"
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      "note": "lines within 30 %"
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   "split": "dev",
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  },
  {
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   "id": "deb-svc-4",
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    "danger": null,
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   "rules": [
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    "proof\tsystemctl is-enabled nginx"
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  },
  {
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   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "debian",
   "id": "deb-log-3",
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    "danger": null,
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   "area": "logs",
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   "answer_command": "journalctl -u ssh --since \"yesterday\"",
   "answer_hint": "Show logs for the ssh service since yesterday.",
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   "rules": [
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   "raw_first": null,
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  },
  {
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   "os": "debian",
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   "area": "disks",
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   "failed_rule": null,
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   "rules": [
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    "proof\tdf -h"
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   "raw_first": null,
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   "empty": false
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   "question": "list the block devices and their partitions",
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  },
  {
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   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "debian",
   "id": "deb-disk-3",
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   "topic": "disks",
   "question": "which folders here use the most space",
   "follow_up": null,
   "expects": {
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   "question": "what is my ip address",
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   "question": "which process is listening on port 8080",
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   "answer_command": "ss -tulpn | grep :8080",
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   "empty": false
  },
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   "model": "gemma4-26b-a4b",
   "os": "debian",
   "id": "deb-net-3",
   "subject": "tools",
   "topic": "network",
   "question": "can I reach example.com",
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    "not_head": [
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   "area": "network",
   "answer_kind": "cmd",
   "answer_command": "ip route get example.com",
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   "failed_rule": "head",
   "failed_detail": "ip, wanted ping|curl|nc",
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   "raw": [
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    ""
   ],
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   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "debian",
   "id": "deb-file-1",
   "subject": "tools",
   "topic": "files",
   "question": "find files bigger than 1 GB under my home",
   "follow_up": null,
   "expects": {
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    "kind": "cmd",
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    "not_head": [
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    ]
   },
   "area": "files",
   "answer_kind": "cmd",
   "answer_command": "find ~ -type f -size +1G",
   "answer_hint": "Finds files larger than 1 GB in your home directory.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
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    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "debian",
   "id": "deb-file-2",
   "subject": "tools",
   "topic": "files",
   "question": "delete every .tmp file in this folder",
   "follow_up": null,
   "expects": {
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    "danger": true,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "files",
   "answer_kind": "danger",
   "answer_command": "rm *.tmp",
   "answer_hint": "Removes all files ending in .tmp in the current directory.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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    ],
    [
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     ""
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    [
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     ""
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    [
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   "whole_ms": 3254,
   "ready_ms": 1646,
   "reasked": 0,
   "tokens_out": 58,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
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    "Removes all files ending in .tmp in the current directory.",
    "proof\tls *.tmp"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "debian",
   "id": "deb-file-3",
   "subject": "tools",
   "topic": "files",
   "question": "make deploy.sh executable",
   "follow_up": null,
   "expects": {
    "first_command_any": [
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    "danger": true,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "files",
   "answer_kind": "danger",
   "answer_command": "chmod +x deploy.sh",
   "answer_hint": "Makes deploy.sh executable.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
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     ""
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     ""
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   ],
   "whole_ms": 3722,
   "ready_ms": 2323,
   "reasked": 0,
   "tokens_out": 57,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "danger\tchmod +x deploy.sh",
    "Makes deploy.sh executable.",
    "proof\tls -l deploy.sh"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "debian",
   "id": "deb-user-1",
   "subject": "tools",
   "topic": "users",
   "question": "which groups am I in",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "groups",
     "id"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "users",
   "answer_kind": "cmd",
   "answer_command": "id -Gn",
   "answer_hint": "Shows the names of the groups you belong to.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
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     ""
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    [
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     ""
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    [
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     ""
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    ],
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   ],
   "whole_ms": 3080,
   "ready_ms": 1648,
   "reasked": 0,
   "tokens_out": 55,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tid -Gn",
    "Shows the names of the groups you belong to.",
    "proof\tid -Gn"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
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   "question": "list the files the curl package installed",
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   "answer_kind": "cmd",
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   "tokens_out": 65,
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   "raw": [
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    ""
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   "raw_first": null,
   "split": "dev",
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   "warned": false,
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  },
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   "expects": {
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    "danger": false,
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   "area": "packages",
   "answer_kind": "cmd",
   "answer_command": "apt-cache policy curl",
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   "failed_rule": null,
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   "rules": [
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    ""
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   "raw_first": null,
   "split": "dev",
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  },
  {
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   "os": "debian",
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   "question": "is nginx installed",
   "follow_up": "install it",
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    "danger": null,
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     "zypper"
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   "area": "followup",
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   "failed_rule": null,
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   "rules": [
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   ],
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    "cmd\tdpkg-query -l nginx",
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   ],
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  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
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   "os": "debian",
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   "question": "show the log of the ssh service since yesterday",
   "follow_up": "only the errors",
   "expects": {
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    "danger": null,
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   },
   "area": "followup",
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   ],
   "raw_first": [
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    ""
   ],
   "split": "dev",
   "rc": 0,
   "warned": false,
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  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
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   "model": "gemma4-26b-a4b",
   "os": "debian",
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   "question": "find files bigger than 1 GB under my home",
   "follow_up": "only the ones changed this week",
   "expects": {
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    "danger": false,
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    "spark_verb": null,
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    "not_head": [
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   },
   "area": "followup",
   "answer_kind": "cmd",
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
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   ],
   "raw_first": [
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    ""
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   "rc": 0,
   "warned": false,
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  },
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   "question": "delete every .bak file in this folder and its subfolders",
   "follow_up": null,
   "expects": {
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   "area": "files",
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   "answer_command": "find . -name \"*.bak\" -type f -delete",
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   "rules": [
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
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   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
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   "os": "debian",
   "id": "deb-dng-2",
   "subject": "tools",
   "topic": "disks",
   "question": "write disk.img to the usb stick at /dev/sdb",
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    "danger": true,
    "kind": "cmd",
    "spark_verb": null,
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   },
   "area": "disks",
   "answer_kind": "danger",
   "answer_command": "dd if=disk.img of=/dev/sdb bs=4M status=progress",
   "answer_hint": "Writes disk.img to the USB stick at /dev/sdb.",
   "pass": true,
   "failed_rule": null,
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   "rules": [
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
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   "raw_first": null,
   "split": "dev",
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  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "debian",
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   "subject": "tools",
   "topic": "processes",
   "question": "run ./build.sh and save its errors in errors.txt",
   "follow_up": null,
   "expects": {
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     "sh",
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    "danger": true,
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   },
   "area": "processes",
   "answer_kind": "danger",
   "answer_command": "./build.sh 2> errors.txt",
   "answer_hint": "Runs build.sh and redirects stderr to errors.txt.",
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   "failed_rule": null,
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   "rules": [
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   "tokens_out": 66,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
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    "Runs build.sh and redirects stderr to errors.txt.",
    "proof\tls -G errors.txt"
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   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
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  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
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   "os": "debian",
   "id": "deb-dng-4",
   "subject": "tools",
   "topic": "services",
   "question": "install the crontab in mycron.txt",
   "follow_up": null,
   "expects": {
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    "danger": true,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "services",
   "answer_kind": "danger",
   "answer_command": "crontab mycron.txt",
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   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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   "reasked": 0,
   "tokens_out": 63,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "danger\tcrontab mycron.txt",
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   "split": "dev",
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  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "debian",
   "id": "deb-ro-1",
   "subject": "tools",
   "topic": "processes",
   "question": "show only the first 10 processes",
   "follow_up": null,
   "expects": {
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    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
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   },
   "area": "processes",
   "answer_kind": "cmd",
   "answer_command": "ps -e | head -n 11",
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   "failed_rule": null,
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   "rules": [
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
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   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
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  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "debian",
   "id": "deb-ro-2",
   "subject": "tools",
   "topic": "users",
   "question": "which groups is the user alice in",
   "follow_up": null,
   "expects": {
    "first_command_any": [
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    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
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   },
   "area": "users",
   "answer_kind": "cmd",
   "answer_command": "groups alice",
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   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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   "reasked": 0,
   "tokens_out": 50,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tgroups alice",
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    "proof\tgroups alice"
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   "raw_first": null,
   "split": "dev",
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   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
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   "model": "gemma4-26b-a4b",
   "os": "debian",
   "id": "deb-file-11",
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   "question": "count the lines in every .py file here",
   "follow_up": null,
   "expects": {
    "first_command_any": [
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     "find",
     "cat"
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    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
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   },
   "area": "files",
   "answer_kind": "cmd",
   "answer_command": "find . -name \"*.py\" | xargs wc -l",
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   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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    [
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   "reasked": 0,
   "tokens_out": 79,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tfind . -name \"*.py\" | xargs wc -l",
    "Counts lines in all .py files in the current directory.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "debian",
   "id": "deb-file-12",
   "subject": "tools",
   "topic": "files",
   "question": "pack the folder photos into photos.tar.gz",
   "follow_up": null,
   "expects": {
    "first_command_any": [
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  },
  {
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   },
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  },
  {
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   "os": "debian",
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   },
   "area": "logs",
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
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   "rc": 0,
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  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
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   "os": "debian",
   "id": "deb-pkg-11",
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   "question": "list every installed package",
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     "zypper"
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   },
   "area": "packages",
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     ""
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   "rc": 0,
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   "id": "held-14",
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   "area": "spark user",
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   "area": "spark soul|awaken",
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   "rc": 0,
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   "id": "held-17",
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    "danger": true,
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   "id": "held-19",
   "subject": "core",
   "topic": "spark",
   "question": "measure the tokens per second of this machine",
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
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   "empty": false
  },
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   "run": "mini-pc/gemma4-26b-a4b",
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   "id": "held-20",
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   "topic": "spark",
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    "danger": false,
    "kind": null,
    "spark_verb": [
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     "version",
     "--version"
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    "not_head": [
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   "area": "spark ver|version|--version",
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    [
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
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  },
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   "run": "mini-pc/gemma4-26b-a4b",
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   "model": "gemma4-26b-a4b",
   "os": "debian",
   "id": "held-21",
   "subject": "core",
   "topic": "spark",
   "question": "wipe my old conversations",
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    "danger": true,
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    "spark_verb": [
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    "not_head": [
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    "must": [
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   },
   "area": "spark clear|history",
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  },
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   "id": "held-22",
   "subject": "core",
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   "question": "pick a smaller model for the prompt line",
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    "not_head": [
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  },
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   "run": "mini-pc/gemma4-26b-a4b",
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   "id": "held-23",
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    "must": [
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   "area": "spark look",
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   "warned": false,
   "empty": false
  },
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   "run": "mini-pc/gemma4-26b-a4b",
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   "model": "gemma4-26b-a4b",
   "os": "debian",
   "id": "held-24",
   "subject": "core",
   "topic": "spark",
   "question": "have spark read its answers aloud",
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    "danger": null,
    "kind": null,
    "spark_verb": [
     "voice"
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    "must_not": [],
    "not_head": [
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    "must": [
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   },
   "area": "spark voice",
   "answer_kind": "cmd",
   "answer_command": "spark voice on",
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   "reasked": 0,
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
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   "split": "held",
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   "warned": false,
   "empty": false
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   "question": "is the sshd service running",
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    "danger": false,
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   },
   "area": "services",
   "answer_kind": "cmd",
   "answer_command": "systemctl is-active sshd",
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    "proof\tsystemctl is-active sshd"
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   "split": "dev",
   "rc": 0,
   "warned": false,
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  },
  {
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   "machine": "mini-pc",
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   "os": "arch",
   "id": "arch-svc-2",
   "subject": "tools",
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   "question": "restart the sshd service",
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   },
   "area": "services",
   "answer_kind": "danger",
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   "raw_first": null,
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   "rc": 0,
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  {
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   "os": "arch",
   "id": "arch-log-1",
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   "question": "show the kernel messages since boot",
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   "area": "logs",
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   ],
   "raw_first": null,
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  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "arch",
   "id": "arch-log-2",
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   "topic": "logs",
   "question": "show the last 50 lines of the system log",
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    "not_head": [
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   },
   "area": "logs",
   "answer_kind": "cmd",
   "answer_command": "journalctl -n 50",
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   "raw": [
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   ],
   "raw_first": null,
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   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
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   "id": "arch-init",
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   "question": "which init system does this machine use",
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   "failed_rule": null,
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   "raw": [
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    "Check if the system is running via systemd.",
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   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "arch",
   "id": "arch-app-1",
   "subject": "tools",
   "topic": "apps",
   "question": "open report.pdf in the default viewer",
   "follow_up": null,
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    "spark_verb": null,
    "must_not": [
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    "not_head": [
     "sudo"
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   },
   "area": "apps",
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   "answer_command": "xdg-open report.pdf",
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    "proof\tls report.pdf"
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   "rc": 0,
   "warned": false,
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  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "arch",
   "id": "arch-app-2",
   "subject": "tools",
   "topic": "apps",
   "question": "edit notes.md in a terminal editor",
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    "not_head": [
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   },
   "area": "apps",
   "answer_kind": "cmd",
   "answer_command": "nano notes.md",
   "answer_hint": "Open notes.md in the nano text editor.",
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   "rules": [
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    "proof\tls notes.md"
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   "warned": false,
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   "run": "mini-pc/gemma4-26b-a4b",
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   "os": "arch",
   "id": "arch-miss-1",
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   "topic": "missing",
   "question": "list the open ports of 192.0.2.10 with nmap",
   "follow_up": null,
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    "danger": null,
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     "xbps-\\w+",
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    "must": [
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   },
   "area": "missing",
   "answer_kind": "cmd",
   "answer_command": "pacman -S nmap",
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   "failed_rule": null,
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   "rules": [
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
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    "Install nmap using pacman.",
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   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "arch",
   "id": "arch-man-1",
   "subject": "tools",
   "topic": "packages",
   "question": "list the files the curl package installed",
   "follow_up": null,
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    "danger": false,
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    "not_head": [
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     "xbps-\\w+",
     "brew",
     "dnf",
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   },
   "area": "packages",
   "answer_kind": "cmd",
   "answer_command": "pacman -Ql curl",
   "answer_hint": "List all files owned by the curl package.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
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   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "arch",
   "id": "arch-man-2",
   "subject": "tools",
   "topic": "packages",
   "question": "list the packages nothing depends on anymore",
   "follow_up": null,
   "expects": {
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    "danger": false,
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     "brew",
     "dnf",
     "yum"
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   },
   "area": "packages",
   "answer_kind": "cmd",
   "answer_command": "pacman -Qdtq",
   "answer_hint": "List all packages that are no longer required as dependencies.",
   "pass": true,
   "failed_rule": null,
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   "rules": [
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   "tokens_out": 62,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
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   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "arch",
   "id": "arch-pair-1",
   "subject": "tools",
   "topic": "followup",
   "question": "search the packages for a pdf viewer",
   "follow_up": "only the installed ones",
   "expects": {
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    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
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     "xbps-\\w+",
     "brew",
     "dnf",
     "yum"
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   },
   "area": "followup",
   "answer_kind": "cmd",
   "answer_command": "pacman -Qs pdf",
   "answer_hint": "Search installed packages for pdf.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
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     ""
    ],
    [
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    [
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     ""
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    [
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    ],
    [
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   "ready_ms": 2550,
   "reasked": 0,
   "tokens_out": 55,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tpacman -Qs pdf",
    "Search installed packages for pdf.",
    ""
   ],
   "raw_first": [
    "cmd\tpacman -Ss pdf viewer",
    "Search pacman for packages matching pdf viewer.",
    ""
   ],
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "arch",
   "id": "arch-pair-2",
   "subject": "tools",
   "topic": "followup",
   "question": "is the sshd service running",
   "follow_up": "restart it",
   "expects": {
    "first_command_any": [
     "systemctl"
    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sv"
    ]
   },
   "area": "followup",
   "answer_kind": "danger",
   "answer_command": "systemctl restart sshd",
   "answer_hint": "Restarts the sshd service.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
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     ""
    ],
    [
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     ""
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    [
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     ""
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    [
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    [
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    [
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   "reasked": 0,
   "tokens_out": 58,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "danger\tsystemctl restart sshd",
    "Restarts the sshd service.",
    "proof\tsystemctl is-active sshd"
   ],
   "raw_first": [
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    "Checks if the sshd service is currently active.",
    "proof\tsystemctl is-active sshd"
   ],
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "arch",
   "id": "arch-pair-3",
   "subject": "tools",
   "topic": "followup",
   "question": "which processes use the most memory",
   "follow_up": "only the top 5",
   "expects": {
    "first_command_any": [
     "ps",
     "top",
     "htop",
     "btop"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
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   },
   "area": "followup",
   "answer_kind": "cmd",
   "answer_command": "ps aux --sort=-%mem | head -n 6",
   "answer_hint": "Lists the top 5 processes by memory usage.",
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   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     ""
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   "tokens_out": 75,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tps aux --sort=-%mem | head -n 6",
    "Lists the top 5 processes by memory usage.",
    ""
   ],
   "raw_first": [
    "cmd\tps aux --sort=-%mem | head -n 11",
    "Lists the top 10 processes by memory usage.",
    ""
   ],
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "arch",
   "id": "arch-dng-1",
   "subject": "tools",
   "topic": "files",
   "question": "delete every .bak file in this folder and its subfolders",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "find",
     "rm",
     "fd",
     "fdfind"
    ],
    "danger": true,
    "kind": "cmd",
    "spark_verb": null,
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   },
   "area": "files",
   "answer_kind": "danger",
   "answer_command": "find . -name \"*.bak\" -delete",
   "answer_hint": "Finds and deletes all .bak files recursively.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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    [
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    [
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    [
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   "tokens_out": 66,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "danger\tfind . -name \"*.bak\" -delete",
    "Finds and deletes all .bak files recursively.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "arch",
   "id": "arch-dng-2",
   "subject": "tools",
   "topic": "disks",
   "question": "write disk.img to the usb stick at /dev/sdb",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "dd",
     "cp"
    ],
    "danger": true,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "disks",
   "answer_kind": "danger",
   "answer_command": "dd if=disk.img of=/dev/sdb bs=4M status=progress",
   "answer_hint": "Writes disk.img to /dev/sdb using dd.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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    [
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    [
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    [
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   ],
   "whole_ms": 4215,
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   "reasked": 0,
   "tokens_out": 78,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "danger\tdd if=disk.img of=/dev/sdb bs=4M status=progress",
    "Writes disk.img to /dev/sdb using dd.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "arch",
   "id": "arch-dng-3",
   "subject": "tools",
   "topic": "processes",
   "question": "run ./build.sh and save its errors in errors.txt",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "build.sh",
     "sh",
     "bash"
    ],
    "danger": true,
    "kind": "cmd",
    "spark_verb": null,
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   },
   "area": "processes",
   "answer_kind": "danger",
   "answer_command": "./build.sh 2> errors.txt",
   "answer_hint": "Runs build.sh and redirects stderr to errors.txt.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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    [
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    [
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    [
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    ],
    [
     "head",
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   "whole_ms": 3648,
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   "reasked": 0,
   "tokens_out": 66,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "danger\t./build.sh 2> errors.txt",
    "Runs build.sh and redirects stderr to errors.txt.",
    "proof\tls -G errors.txt"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "arch",
   "id": "arch-dng-4",
   "subject": "tools",
   "topic": "services",
   "question": "install the crontab in mycron.txt",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "crontab"
    ],
    "danger": true,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "services",
   "answer_kind": "danger",
   "answer_command": "crontab mycron.txt",
   "answer_hint": "Installs the crontab from mycron.txt.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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    [
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    ],
    [
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     ""
    ],
    [
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    ],
    [
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    ],
    [
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    ],
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   ],
   "whole_ms": 3989,
   "ready_ms": 2358,
   "reasked": 0,
   "tokens_out": 63,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "danger\tcrontab mycron.txt",
    "Installs the crontab from mycron.txt.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "arch",
   "id": "arch-ro-1",
   "subject": "tools",
   "topic": "processes",
   "question": "show only the first 10 processes",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "ps",
     "top",
     "head"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "processes",
   "answer_kind": "cmd",
   "answer_command": "ps -e | head -n 11",
   "answer_hint": "Lists the first 10 processes (plus header).",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
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     ""
    ],
    [
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     true,
     ""
    ],
    [
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     ""
    ],
    [
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   ],
   "whole_ms": 3800,
   "ready_ms": 1991,
   "reasked": 0,
   "tokens_out": 70,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tps -e | head -n 11",
    "Lists the first 10 processes (plus header).",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "arch",
   "id": "arch-ro-2",
   "subject": "tools",
   "topic": "users",
   "question": "which groups is the user alice in",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "groups",
     "id"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "users",
   "answer_kind": "cmd",
   "answer_command": "id -Gn alice",
   "answer_hint": "Shows the group names for user alice.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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    ],
    [
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   ],
   "whole_ms": 3093,
   "ready_ms": 1707,
   "reasked": 0,
   "tokens_out": 55,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tid -Gn alice",
    "Shows the group names for user alice.",
    "proof\tid -Gn alice"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "arch",
   "id": "arch-file-11",
   "subject": "tools",
   "topic": "files",
   "question": "count the lines in every .py file here",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "wc",
     "find",
     "cat"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "files",
   "answer_kind": "cmd",
   "answer_command": "wc -l *.py",
   "answer_hint": "Counts lines in all .py files in the current directory.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     ""
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   ],
   "whole_ms": 3381,
   "ready_ms": 1764,
   "reasked": 0,
   "tokens_out": 61,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\twc -l *.py",
    "Counts lines in all .py files in the current directory.",
    "proof\twc -l *.py"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "arch",
   "id": "arch-file-12",
   "subject": "tools",
   "topic": "files",
   "question": "pack the folder photos into photos.tar.gz",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "tar"
    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "files",
   "answer_kind": "cmd",
   "answer_command": "tar -czf photos.tar.gz photos",
   "answer_hint": "Creates a compressed tar archive of the photos folder.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
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     ""
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    [
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     ""
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    [
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     true,
     ""
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    [
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    [
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   "ready_ms": 1996,
   "reasked": 0,
   "tokens_out": 67,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\ttar -czf photos.tar.gz photos",
    "Creates a compressed tar archive of the photos folder.",
    "proof\tls -G photos.tar.gz"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "arch",
   "id": "arch-file-13",
   "subject": "tools",
   "topic": "files",
   "question": "unpack backup.tar.gz here",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "tar"
    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "files",
   "answer_kind": "cmd",
   "answer_command": "tar -xzf backup.tar.gz",
   "answer_hint": "Extracts the contents of backup.tar.gz in the current directory.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     true,
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    [
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    [
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     ""
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    [
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    [
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   ],
   "whole_ms": 4098,
   "ready_ms": 2415,
   "reasked": 0,
   "tokens_out": 66,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\ttar -xzf backup.tar.gz",
    "Extracts the contents of backup.tar.gz in the current directory.",
    "proof\tls -G"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "arch",
   "id": "arch-file-14",
   "subject": "tools",
   "topic": "files",
   "question": "search every file here for the word TODO",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "grep",
     "rg"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "files",
   "answer_kind": "cmd",
   "answer_command": "rg TODO",
   "answer_hint": "Search for TODO using ripgrep.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     ""
    ],
    [
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   ],
   "whole_ms": 3285,
   "ready_ms": 1620,
   "reasked": 0,
   "tokens_out": 59,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\trg TODO",
    "Search for TODO using ripgrep.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "arch",
   "id": "arch-net-11",
   "subject": "tools",
   "topic": "network",
   "question": "download https://example.com/file.iso",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "curl",
     "wget"
    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "network",
   "answer_kind": "cmd",
   "answer_command": "curl -O https://example.com/file.iso",
   "answer_hint": "Downloads the file using curl.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
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   ],
   "whole_ms": 3468,
   "ready_ms": 2068,
   "reasked": 0,
   "tokens_out": 63,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tcurl -O https://example.com/file.iso",
    "Downloads the file using curl.",
    "proof\tls -G file.iso"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
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   "id": "arch-net-12",
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   "question": "show the DNS records of example.com",
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  },
  {
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   "os": "arch",
   "id": "arch-net-13",
   "subject": "tools",
   "topic": "network",
   "question": "copy notes.txt to the machine at 192.0.2.10",
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   "area": "network",
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   "answer_command": "scp notes.txt 192.0.2.10:/tmp/",
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   "question": "which kernel version is this",
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    "proof\tuname -r"
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   "id": "arch-user-11",
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   "question": "who is logged in right now",
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
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  },
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   "question": "how many CPU cores does this machine have",
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   "area": "system",
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   "raw_first": null,
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   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
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   "machine": "mini-pc",
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   "os": "arch",
   "id": "arch-proc-11",
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   "question": "run backup.sh in the background so it keeps going after I log out",
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   },
   "area": "processes",
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
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  },
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   "subject": "tools",
   "topic": "system",
   "question": "what time zone is this machine in",
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     "date",
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   "area": "system",
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   "raw_first": null,
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  },
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   "id": "arch-log-11",
   "subject": "tools",
   "topic": "logs",
   "question": "follow the system log as it grows",
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    "danger": false,
    "kind": "cmd",
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   },
   "area": "logs",
   "answer_kind": "cmd",
   "answer_command": "journalctl -f",
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
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   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
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   "machine": "mini-pc",
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   "os": "arch",
   "id": "arch-pkg-11",
   "subject": "tools",
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   "question": "list every installed package",
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    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
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     "apt",
     "apt-get",
     "apt-cache",
     "dpkg",
     "xbps-\\w+",
     "brew",
     "dnf",
     "yum"
    ]
   },
   "area": "packages",
   "answer_kind": "cmd",
   "answer_command": "pacman -Q",
   "answer_hint": "Lists all installed packages using pacman.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
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   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
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   "os": "arch",
   "id": "arch-svc-11",
   "subject": "tools",
   "topic": "services",
   "question": "list the services enabled at boot",
   "follow_up": null,
   "expects": {
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    "danger": false,
    "kind": "cmd",
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    "must_not": [],
    "not_head": [
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     "sv"
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   },
   "area": "services",
   "answer_kind": "cmd",
   "answer_command": "systemctl list-unit-files --type=service --state=enabled",
   "answer_hint": "Lists all service units that are enabled to start at boot.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
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    "Lists all service units that are enabled to start at boot.",
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   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
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   "model": "gemma4-26b-a4b",
   "os": "arch",
   "id": "spark-03",
   "subject": "core",
   "topic": "spark",
   "question": "turn off the scanner and the colours at my prompt",
   "follow_up": null,
   "expects": {
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    "danger": null,
    "kind": null,
    "spark_verb": [
     "look"
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    "must_not": [],
    "not_head": [
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   },
   "area": "spark look",
   "answer_kind": "cmd",
   "answer_command": "spark look off",
   "answer_hint": "Turns off the motion and colour look of the prompt.",
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   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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    [
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   "reasked": 0,
   "tokens_out": 33,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
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    "Turns off the motion and colour look of the prompt.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "arch",
   "id": "spark-04",
   "subject": "core",
   "topic": "spark",
   "question": "use a bigger model for chat",
   "follow_up": null,
   "expects": {
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    ],
    "danger": null,
    "kind": null,
    "spark_verb": [
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    "must_not": [],
    "not_head": [
     "sudo"
    ],
    "must": [
     "--chat"
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   },
   "area": "spark model",
   "answer_kind": "cmd",
   "answer_command": "spark model --chat NAME",
   "answer_hint": "Choose a second model for chat. Replace NAME with\u2026; type the NAME before Enter.",
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   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     ""
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    [
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     ""
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    [
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     ""
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   "reasked": 0,
   "tokens_out": 56,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tspark model --chat NAME",
    "Choose a second model for chat. Replace NAME with\u2026; type the NAME before Enter.",
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   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "arch",
   "id": "spark-05",
   "subject": "core",
   "topic": "spark",
   "question": "which models can I use",
   "follow_up": null,
   "expects": {
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  },
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    "danger": null,
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    "not_head": [
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   },
   "area": "spark soul|awaken",
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  },
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    "danger": false,
    "kind": null,
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   },
   "area": "spark memory",
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    "danger": null,
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    "spark_verb": [
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    "not_head": [
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   "answer_command": "spark model auto",
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  },
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   "area": "spark look",
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  },
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   "run": "mini-pc/gemma4-26b-a4b",
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   "question": "have spark read its answers aloud",
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    "danger": null,
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    "spark_verb": [
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    "must_not": [],
    "not_head": [
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    "must": [
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   "area": "spark voice",
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   "answer_command": "spark voice on",
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   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
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   "os": "void",
   "id": "void-pkg-1",
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   "question": "install htop",
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   "expects": {
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    "danger": null,
    "kind": "cmd",
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   },
   "area": "packages",
   "answer_kind": "cmd",
   "answer_command": "xbps-install -S htop",
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   "warned": false,
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  },
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   "question": "is nginx installed",
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   },
   "area": "packages",
   "answer_kind": "cmd",
   "answer_command": "xbps-query -l nginx",
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   "rules": [
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   "warned": false,
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  },
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   "run": "mini-pc/gemma4-26b-a4b",
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   "model": "gemma4-26b-a4b",
   "os": "void",
   "id": "void-pkg-3",
   "subject": "tools",
   "topic": "packages",
   "question": "search the packages for a pdf viewer",
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     "yum"
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   },
   "area": "packages",
   "answer_kind": "cmd",
   "answer_command": "xbps-query -Rs pdf",
   "answer_hint": "Search for packages containing pdf using xbps-query.",
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   "failed_rule": null,
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   "rules": [
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
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    ""
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   "raw_first": null,
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   "warned": false,
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  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "void",
   "id": "void-pkg-4",
   "subject": "tools",
   "topic": "packages",
   "question": "remove the package cowsay",
   "follow_up": null,
   "expects": {
    "first_command_any": [
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    "danger": true,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
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     "yum"
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   },
   "area": "packages",
   "answer_kind": "danger",
   "answer_command": "xbps-remove cowsay",
   "answer_hint": "Removes the cowsay package using xbps-remove.",
   "pass": true,
   "failed_rule": null,
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   "rules": [
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     ""
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     ""
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    [
     "head",
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     ""
    ],
    [
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    [
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     ""
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    [
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   ],
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   "ready_ms": 2250,
   "reasked": 0,
   "tokens_out": 65,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "danger\txbps-remove cowsay",
    "Removes the cowsay package using xbps-remove.",
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   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "void",
   "id": "void-pkg-5",
   "subject": "tools",
   "topic": "packages",
   "question": "upgrade every package",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "xbps-install"
    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "apt",
     "apt-get",
     "apt-cache",
     "dpkg",
     "pacman",
     "brew",
     "dnf",
     "yum"
    ]
   },
   "area": "packages",
   "answer_kind": "danger",
   "answer_command": "xbps-install -u",
   "answer_hint": "Performs a full system upgrade of all installed packages.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
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     ""
    ],
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     ""
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     ""
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    [
     "head",
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     ""
    ],
    [
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    ],
    [
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     ""
    ],
    [
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     ""
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   ],
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   "reasked": 1,
   "tokens_out": 62,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "danger\txbps-install -u",
    "Performs a full system upgrade of all installed packages.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "void",
   "id": "void-pkg-6",
   "subject": "tools",
   "topic": "packages",
   "question": "which package owns /usr/bin/curl",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "xbps-query",
     "xlocate"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo",
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     "apt-get",
     "apt-cache",
     "dpkg",
     "pacman",
     "brew",
     "dnf",
     "yum"
    ]
   },
   "area": "packages",
   "answer_kind": "cmd",
   "answer_command": "xbps-query -L /usr/bin/curl",
   "answer_hint": "Find which package owns the curl binary using xbps-query.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     true,
     ""
    ],
    [
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     ""
    ],
    [
     "must_not",
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     ""
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    [
     "danger",
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     ""
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     ""
    ],
    [
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   "whole_ms": 4524,
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   "tokens_out": 76,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\txbps-query -L /usr/bin/curl",
    "Find which package owns the curl binary using xbps-query.",
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   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "void",
   "id": "void-pkg-7",
   "subject": "tools",
   "topic": "packages",
   "question": "remove the packages nothing needs anymore",
   "follow_up": null,
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     "xbps-remove"
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    "danger": true,
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    "not_head": [
     "apt",
     "apt-get",
     "apt-cache",
     "dpkg",
     "pacman",
     "brew",
     "dnf",
     "yum"
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   },
   "area": "packages",
   "answer_kind": "danger",
   "answer_command": "xbps-remove -O",
   "answer_hint": "Remove unneeded packages and their dependencies.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
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     ""
    ],
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    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
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    [
     "exists",
     true,
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     ""
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
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    "Remove unneeded packages and their dependencies.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "void",
   "id": "void-svc-3",
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   "topic": "services",
   "question": "start sshd at every boot",
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    "kind": "cmd",
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    "not_head": [
     "systemctl",
     "journalctl",
     "service"
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   },
   "area": "services",
   "answer_kind": "danger",
   "answer_command": "ln -s /etc/sv/sshd /var/service/",
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   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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   "raw": [
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    "Links sshd to /var/service/ to enable it at boot.",
    "proof\tls -l /var/service/sshd"
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   "split": "dev",
   "rc": 0,
   "warned": false,
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  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
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   "os": "void",
   "id": "void-svc-4",
   "subject": "tools",
   "topic": "services",
   "question": "stop nginx from starting at boot",
   "follow_up": null,
   "expects": {
    "first_command_any": [
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    "danger": null,
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     "journalctl",
     "service"
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   },
   "area": "services",
   "answer_kind": "danger",
   "answer_command": "rm /var/service/nginx",
   "answer_hint": "Removes the symbolic link in /var/service to stop boot start.",
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   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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    [
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     ""
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    [
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   "tokens_out": 68,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "danger\trm /var/service/nginx",
    "Removes the symbolic link in /var/service to stop boot start.",
    "proof\tls /var/service/nginx"
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   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "void",
   "id": "void-svc-5",
   "subject": "tools",
   "topic": "services",
   "question": "list the services that are running",
   "follow_up": null,
   "expects": {
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     "sv",
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    "danger": null,
    "kind": "cmd",
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     "systemctl",
     "journalctl",
     "service"
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   },
   "area": "services",
   "answer_kind": "cmd",
   "answer_command": "ls /var/service",
   "answer_hint": "Lists the linked services.",
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   "failed_rule": null,
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   "rules": [
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     ""
    ],
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    [
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tls /var/service",
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    "proof\tls /var/service"
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   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "void",
   "id": "void-disk-1",
   "subject": "tools",
   "topic": "disks",
   "question": "how much space is left on each disk",
   "follow_up": null,
   "expects": {
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    ],
    "danger": false,
    "kind": "cmd",
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    "must_not": [],
    "not_head": [
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     "apt",
     "apt-get",
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     "dpkg",
     "pacman",
     "brew",
     "dnf",
     "yum"
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   },
   "area": "disks",
   "answer_kind": "cmd",
   "answer_command": "df -h",
   "answer_hint": "Shows disk space usage for all mounted filesystems.",
   "pass": true,
   "failed_rule": null,
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   "rules": [
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tdf -h",
    "Shows disk space usage for all mounted filesystems.",
    "proof\tdf -h"
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   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "void",
   "id": "void-disk-2",
   "subject": "tools",
   "topic": "disks",
   "question": "list the block devices and their partitions",
   "follow_up": null,
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     "fdisk",
     "blkid",
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    "danger": null,
    "kind": "cmd",
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    "must_not": [],
    "not_head": [
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     "dnf",
     "yum"
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   },
   "area": "disks",
   "answer_kind": "cmd",
   "answer_command": "lsblk",
   "answer_hint": "Lists block devices and their partitions.",
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   "failed_rule": null,
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   "raw": [
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   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "void",
   "id": "void-disk-3",
   "subject": "tools",
   "topic": "disks",
   "question": "which folders here use the most space",
   "follow_up": null,
   "expects": {
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     "dust",
     "ncdu"
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    "danger": false,
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    "must_not": [],
    "not_head": [
     "sudo"
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   },
   "area": "disks",
   "answer_kind": "cmd",
   "answer_command": "ncdu",
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   "failed_rule": null,
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   "rules": [
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   "raw_first": null,
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   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "void",
   "id": "void-net-1",
   "subject": "tools",
   "topic": "network",
   "question": "what is my ip address",
   "follow_up": null,
   "expects": {
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     "hostname",
     "curl"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo",
     "ifconfig"
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   },
   "area": "network",
   "answer_kind": "cmd",
   "answer_command": "ip addr",
   "answer_hint": "Shows all network interfaces and their assigned addresses.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     "contract",
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     ""
    ],
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     ""
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
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    "Shows all network interfaces and their assigned addresses.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "void",
   "id": "void-net-2",
   "subject": "tools",
   "topic": "network",
   "question": "which process is listening on port 8080",
   "follow_up": null,
   "expects": {
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     "lsof",
     "fuser"
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    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
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   },
   "area": "network",
   "answer_kind": "cmd",
   "answer_command": "ss -tulpn | grep :8080",
   "answer_hint": "Shows processes listening on port 8080.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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   "reasked": 0,
   "tokens_out": 74,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tss -tulpn | grep :8080",
    "Shows processes listening on port 8080.",
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   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "void",
   "id": "void-net-3",
   "subject": "tools",
   "topic": "network",
   "question": "can I reach example.com",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "ping",
     "curl",
     "nc"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "network",
   "answer_kind": "cmd",
   "answer_command": "ip route get example.com",
   "answer_hint": "Check the routing table for example.com.",
   "pass": false,
   "failed_rule": "head",
   "failed_detail": "ip, wanted ping|curl|nc",
   "rules": [
    [
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     true,
     ""
    ],
    [
     "kind",
     true,
     ""
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
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    ""
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   "rc": 0,
   "warned": false,
   "empty": false
  },
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   "id": "void-file-1",
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   "question": "find files bigger than 1 GB under my home",
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     "fdfind"
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    ""
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   "question": "delete every .tmp file in this folder",
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   "question": "make deploy.sh executable",
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  },
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   "raw": [
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  },
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   "question": "add a user named alice with a home directory",
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   },
   "area": "users",
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   "answer_command": "useradd -m alice",
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
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    "proof\tid alice"
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  },
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   "id": "void-proc-1",
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   "question": "kill the process named firefox",
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   "answer_command": "pkill firefox",
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    "proof\tpgrep firefox"
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   },
   "area": "processes",
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   "os": "void",
   "id": "void-proc-3",
   "subject": "tools",
   "topic": "processes",
   "question": "how long has this machine been up",
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   },
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
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  },
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   "os": "void",
   "id": "void-svc-1",
   "subject": "tools",
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   "question": "is the sshd service running",
   "follow_up": null,
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    "danger": null,
    "kind": "cmd",
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    "must_not": [],
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   },
   "area": "services",
   "answer_kind": "cmd",
   "answer_command": "sv status sshd",
   "answer_hint": "Check the status of the sshd service using sv.",
   "pass": true,
   "failed_rule": null,
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   "rules": [
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   "reasked": 0,
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tsv status sshd",
    "Check the status of the sshd service using sv.",
    "proof\tsv status sshd"
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   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
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   "machine": "mini-pc",
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   "os": "void",
   "id": "void-svc-2",
   "subject": "tools",
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   "question": "restart the sshd service",
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    "kind": "cmd",
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    "must_not": [],
    "not_head": [
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     "journalctl",
     "service"
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   },
   "area": "services",
   "answer_kind": "danger",
   "answer_command": "sv restart sshd",
   "answer_hint": "Restarts the sshd service using sv.",
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   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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   "reasked": 0,
   "tokens_out": 56,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "danger\tsv restart sshd",
    "Restarts the sshd service using sv.",
    "proof\tsv status sshd"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "void",
   "id": "void-log-1",
   "subject": "tools",
   "topic": "logs",
   "question": "show the kernel messages since boot",
   "follow_up": null,
   "expects": {
    "first_command_any": [
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    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
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     "journalctl",
     "service"
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   },
   "area": "logs",
   "answer_kind": "cmd",
   "answer_command": "dmesg",
   "answer_hint": "Prints the kernel ring buffer.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     true,
     ""
    ],
    [
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   ],
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   "ready_ms": 2124,
   "reasked": 0,
   "tokens_out": 57,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tdmesg",
    "Prints the kernel ring buffer.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "void",
   "id": "void-log-2",
   "subject": "tools",
   "topic": "logs",
   "question": "show the last 50 lines of the system log",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "svlogtail",
     "tail",
     "less",
     "cat"
    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "systemctl",
     "journalctl",
     "service"
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   },
   "area": "logs",
   "answer_kind": "cmd",
   "answer_command": "tail -n 50 /var/log/messages",
   "answer_hint": "Shows the last 50 lines of the system log.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     true,
     ""
    ],
    [
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     ""
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    [
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    [
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    [
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   "ready_ms": 2564,
   "reasked": 0,
   "tokens_out": 74,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\ttail -n 50 /var/log/messages",
    "Shows the last 50 lines of the system log.",
    "proof\ttail -n 1 /var/log/messages"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "void",
   "id": "void-init",
   "subject": "tools",
   "topic": "services",
   "question": "which init system does this machine use",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "ps",
     "readlink",
     "ls",
     "stat",
     "cat",
     "file",
     "sv"
    ],
    "danger": false,
    "kind": null,
    "spark_verb": null,
    "must_not": []
   },
   "area": "services",
   "answer_kind": "cmd",
   "answer_command": "ls /var/service",
   "answer_hint": "List the services managed by runit.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
     "answered",
     true,
     ""
    ]
   ],
   "whole_ms": 6376,
   "ready_ms": 4907,
   "reasked": 1,
   "tokens_out": 57,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tls /var/service",
    "List the services managed by runit.",
    "proof\tls /var/service"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "void",
   "id": "void-app-1",
   "subject": "tools",
   "topic": "apps",
   "question": "open report.pdf in the default viewer",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "xdg-open",
     "gio"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [
     "\\bopen\\s+-a\\b"
    ],
    "not_head": [
     "sudo"
    ]
   },
   "area": "apps",
   "answer_kind": "cmd",
   "answer_command": "xdg-open report.pdf",
   "answer_hint": "Opens report.pdf in the default viewer.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
     "answered",
     true,
     ""
    ]
   ],
   "whole_ms": 3698,
   "ready_ms": 2242,
   "reasked": 0,
   "tokens_out": 59,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\txdg-open report.pdf",
    "Opens report.pdf in the default viewer.",
    "proof\tls report.pdf"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "void",
   "id": "void-app-2",
   "subject": "tools",
   "topic": "apps",
   "question": "edit notes.md in a terminal editor",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "nano",
     "vi",
     "vim",
     "micro",
     "nvim"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "apps",
   "answer_kind": "cmd",
   "answer_command": "vi notes.md",
   "answer_hint": "Opens notes.md in the vi editor.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
     "answered",
     true,
     ""
    ]
   ],
   "whole_ms": 3170,
   "ready_ms": 1714,
   "reasked": 0,
   "tokens_out": 56,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tvi notes.md",
    "Opens notes.md in the vi editor.",
    "proof\tls notes.md"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "void",
   "id": "void-miss-1",
   "subject": "tools",
   "topic": "missing",
   "question": "record this terminal session with asciinema",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "xbps-install"
    ],
    "danger": null,
    "kind": null,
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "apt",
     "apt-get",
     "apt-cache",
     "dpkg",
     "pacman",
     "brew",
     "dnf",
     "yum"
    ],
    "must": [
     "(?i)\\basciinema\\b",
     "\\bxbps-install\\b"
    ]
   },
   "area": "missing",
   "answer_kind": "cmd",
   "answer_command": "xbps-install -S asciinema",
   "answer_hint": "Install asciinema using xbps-install.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
     "must",
     true,
     ""
    ],
    [
     "answered",
     true,
     ""
    ]
   ],
   "whole_ms": 5718,
   "ready_ms": 4438,
   "reasked": 1,
   "tokens_out": 57,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\txbps-install -S asciinema",
    "Install asciinema using xbps-install.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "void",
   "id": "void-man-1",
   "subject": "tools",
   "topic": "packages",
   "question": "list the files the curl package installed",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "xbps-query"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo",
     "apt",
     "apt-get",
     "apt-cache",
     "dpkg",
     "pacman",
     "brew",
     "dnf",
     "yum"
    ]
   },
   "area": "packages",
   "answer_kind": "cmd",
   "answer_command": "xbps-query -f curl",
   "answer_hint": "Lists all files installed by the curl package.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
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     true,
     ""
    ]
   ],
   "whole_ms": 3088,
   "ready_ms": 1869,
   "reasked": 0,
   "tokens_out": 54,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\txbps-query -f curl",
    "Lists all files installed by the curl package.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "void",
   "id": "void-man-2",
   "subject": "tools",
   "topic": "packages",
   "question": "show what the curl package depends on",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "xbps-query"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo",
     "apt",
     "apt-get",
     "apt-cache",
     "dpkg",
     "pacman",
     "brew",
     "dnf",
     "yum"
    ]
   },
   "area": "packages",
   "answer_kind": "cmd",
   "answer_command": "xbps-query -R curl",
   "answer_hint": "Lists dependencies for the curl package using xbps-query.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
     "answered",
     true,
     ""
    ]
   ],
   "whole_ms": 3597,
   "ready_ms": 1861,
   "reasked": 0,
   "tokens_out": 65,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\txbps-query -R curl",
    "Lists dependencies for the curl package using xbps-query.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "void",
   "id": "void-pair-1",
   "subject": "tools",
   "topic": "followup",
   "question": "is the sshd service running",
   "follow_up": "restart it",
   "expects": {
    "first_command_any": [
     "sv"
    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "systemctl",
     "journalctl",
     "service"
    ]
   },
   "area": "followup",
   "answer_kind": "danger",
   "answer_command": "sv restart sshd",
   "answer_hint": "Restarts the sshd service.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
     "answered",
     true,
     ""
    ]
   ],
   "whole_ms": 3727,
   "ready_ms": 2367,
   "reasked": 0,
   "tokens_out": 54,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "danger\tsv restart sshd",
    "Restarts the sshd service.",
    "proof\tsv status sshd"
   ],
   "raw_first": [
    "cmd\tsv status sshd",
    "Check the status of the sshd service using sv.",
    "proof\tsv status sshd"
   ],
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "void",
   "id": "void-pair-2",
   "subject": "tools",
   "topic": "followup",
   "question": "which package owns /usr/bin/curl",
   "follow_up": "and which files does that package install",
   "expects": {
    "first_command_any": [
     "xbps-query"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo",
     "apt",
     "apt-get",
     "apt-cache",
     "dpkg",
     "pacman",
     "brew",
     "dnf",
     "yum"
    ]
   },
   "area": "followup",
   "answer_kind": "cmd",
   "answer_command": "xbps-query -L -f $(xbps-query -L /usr/bin/curl | head -n 1 | cut -d' ' -f1)",
   "answer_hint": "List all files installed by the package owning /usr/bin/curl.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
     "answered",
     true,
     ""
    ]
   ],
   "whole_ms": 5867,
   "ready_ms": 3749,
   "reasked": 0,
   "tokens_out": 102,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\txbps-query -L -f $(xbps-query -L /usr/bin/curl | head -n 1 | cut -d' ' -f1)",
    "List all files installed by the package owning /usr/bin/curl.",
    ""
   ],
   "raw_first": [
    "cmd\txbps-query -L /usr/bin/curl",
    "Find which package owns the curl binary using xbps-query.",
    ""
   ],
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "void",
   "id": "void-pair-3",
   "subject": "tools",
   "topic": "followup",
   "question": "show the last 50 lines of the system log",
   "follow_up": "only the lines about sshd",
   "expects": {
    "first_command_any": [
     "svlogtail",
     "tail",
     "grep",
     "less",
     "cat"
    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "systemctl",
     "journalctl",
     "service"
    ]
   },
   "area": "followup",
   "answer_kind": "cmd",
   "answer_command": "tail -n 50 /var/log/messages | grep sshd",
   "answer_hint": "Shows the last 50 lines of the system log, filtered for sshd.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
     "answered",
     true,
     ""
    ]
   ],
   "whole_ms": 5475,
   "ready_ms": 3132,
   "reasked": 0,
   "tokens_out": 87,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\ttail -n 50 /var/log/messages | grep sshd",
    "Shows the last 50 lines of the system log, filtered for sshd.",
    ""
   ],
   "raw_first": [
    "cmd\ttail -n 50 /var/log/messages",
    "Shows the last 50 lines of the system log.",
    "proof\ttail -n 1 /var/log/messages"
   ],
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "void",
   "id": "void-dng-1",
   "subject": "tools",
   "topic": "files",
   "question": "delete every .bak file in this folder and its subfolders",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "find",
     "rm",
     "fd",
     "fdfind"
    ],
    "danger": true,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "files",
   "answer_kind": "danger",
   "answer_command": "find . -name \"*.bak\" -delete",
   "answer_hint": "Finds and deletes all .bak files recursively.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
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     true,
     ""
    ]
   ],
   "whole_ms": 3828,
   "ready_ms": 2186,
   "reasked": 0,
   "tokens_out": 66,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "danger\tfind . -name \"*.bak\" -delete",
    "Finds and deletes all .bak files recursively.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "void",
   "id": "void-dng-2",
   "subject": "tools",
   "topic": "disks",
   "question": "write disk.img to the usb stick at /dev/sdb",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "dd",
     "cp"
    ],
    "danger": true,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "disks",
   "answer_kind": "danger",
   "answer_command": "dd if=disk.img of=/dev/sdb bs=4M status=progress",
   "answer_hint": "Writes disk.img to the USB stick at /dev/sdb.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
     "answered",
     true,
     ""
    ]
   ],
   "whole_ms": 4340,
   "ready_ms": 2464,
   "reasked": 0,
   "tokens_out": 80,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "danger\tdd if=disk.img of=/dev/sdb bs=4M status=progress",
    "Writes disk.img to the USB stick at /dev/sdb.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "void",
   "id": "void-dng-3",
   "subject": "tools",
   "topic": "processes",
   "question": "run ./build.sh and save its errors in errors.txt",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "build.sh",
     "sh",
     "bash"
    ],
    "danger": true,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "processes",
   "answer_kind": "danger",
   "answer_command": "./build.sh 2> errors.txt",
   "answer_hint": "Runs build.sh and redirects stderr to errors.txt.",
   "pass": true,
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   "reasked": 0,
   "tokens_out": 66,
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   "raw": [
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    "Runs build.sh and redirects stderr to errors.txt.",
    "proof\tls -l errors.txt"
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   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
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   "os": "void",
   "id": "void-dng-4",
   "subject": "tools",
   "topic": "services",
   "question": "install the crontab in mycron.txt",
   "follow_up": null,
   "expects": {
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    "danger": true,
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   },
   "area": "services",
   "answer_kind": "danger",
   "answer_command": "crontab mycron.txt",
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   "rules": [
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
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    ""
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   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "void",
   "id": "void-ro-1",
   "subject": "tools",
   "topic": "processes",
   "question": "show only the first 10 processes",
   "follow_up": null,
   "expects": {
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    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
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   },
   "area": "processes",
   "answer_kind": "cmd",
   "answer_command": "ps -e | head -n 11",
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   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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    [
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   "tokens_out": 70,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
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    "Lists the first 10 processes (plus header).",
    ""
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   "raw_first": null,
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   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "void",
   "id": "void-ro-2",
   "subject": "tools",
   "topic": "users",
   "question": "which groups is the user alice in",
   "follow_up": null,
   "expects": {
    "first_command_any": [
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    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "users",
   "answer_kind": "cmd",
   "answer_command": "groups alice",
   "answer_hint": "Shows the groups for user alice.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
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     ""
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   "tokens_out": 50,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tgroups alice",
    "Shows the groups for user alice.",
    "proof\tgroups alice"
   ],
   "raw_first": null,
   "split": "dev",
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   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "void",
   "id": "void-file-11",
   "subject": "tools",
   "topic": "files",
   "question": "count the lines in every .py file here",
   "follow_up": null,
   "expects": {
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     "find",
     "cat"
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    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "files",
   "answer_kind": "cmd",
   "answer_command": "find . -name \"*.py\" | xargs wc -l",
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   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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   "tokens_out": 73,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tfind . -name \"*.py\" | xargs wc -l",
    "Counts lines in all .py files in the current directory.",
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   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "void",
   "id": "void-file-12",
   "subject": "tools",
   "topic": "files",
   "question": "pack the folder photos into photos.tar.gz",
   "follow_up": null,
   "expects": {
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    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
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   },
   "area": "files",
   "answer_kind": "cmd",
   "answer_command": "tar -czf photos.tar.gz photos",
   "answer_hint": "Creates a compressed tarball of the photos folder.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     ""
    ],
    [
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    [
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   "reasked": 0,
   "tokens_out": 67,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\ttar -czf photos.tar.gz photos",
    "Creates a compressed tarball of the photos folder.",
    "proof\tls -l photos.tar.gz"
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   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
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   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "void",
   "id": "void-file-13",
   "subject": "tools",
   "topic": "files",
   "question": "unpack backup.tar.gz here",
   "follow_up": null,
   "expects": {
    "first_command_any": [
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    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "files",
   "answer_kind": "cmd",
   "answer_command": "tar -xzf backup.tar.gz",
   "answer_hint": "Extracts the contents of backup.tar.gz in the current directory.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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   "reasked": 0,
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
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    "Extracts the contents of backup.tar.gz in the current directory.",
    "proof\tls -F"
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   "raw_first": null,
   "split": "dev",
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  },
  {
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   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "void",
   "id": "void-file-14",
   "subject": "tools",
   "topic": "files",
   "question": "search every file here for the word TODO",
   "follow_up": null,
   "expects": {
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    "kind": "cmd",
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    "must_not": [],
    "not_head": [
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   },
   "area": "files",
   "answer_kind": "cmd",
   "answer_command": "rg TODO",
   "answer_hint": "Search for TODO using ripgrep.",
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   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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   "tokens_out": 53,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
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    "Search for TODO using ripgrep.",
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   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "void",
   "id": "void-net-11",
   "subject": "tools",
   "topic": "network",
   "question": "download https://example.com/file.iso",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "curl",
     "wget"
    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
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   },
   "area": "network",
   "answer_kind": "cmd",
   "answer_command": "curl -O https://example.com/file.iso",
   "answer_hint": "Downloads the file to the current directory.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     ""
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   "reasked": 0,
   "tokens_out": 65,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tcurl -O https://example.com/file.iso",
    "Downloads the file to the current directory.",
    "proof\tls -l file.iso"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "void",
   "id": "void-net-12",
   "subject": "tools",
   "topic": "network",
   "question": "show the DNS records of example.com",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "dig",
     "host",
     "nslookup"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "network",
   "answer_kind": "cmd",
   "answer_command": "dig example.com ANY",
   "answer_hint": "Queries DNS records for example.com using dig.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     ""
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   "reasked": 0,
   "tokens_out": 61,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tdig example.com ANY",
    "Queries DNS records for example.com using dig.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "void",
   "id": "void-net-13",
   "subject": "tools",
   "topic": "network",
   "question": "copy notes.txt to the machine at 192.0.2.10",
   "follow_up": null,
   "expects": {
    "first_command_any": [
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     "rsync"
    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
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   },
   "area": "network",
   "answer_kind": "cmd",
   "answer_command": "scp notes.txt 192.0.2.10:/tmp/",
   "answer_hint": "Copy notes.txt to the remote machine at 192.0.2.10.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     true,
     ""
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    [
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    [
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   "whole_ms": 5124,
   "ready_ms": 2404,
   "reasked": 0,
   "tokens_out": 96,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tscp notes.txt 192.0.2.10:/tmp/",
    "Copy notes.txt to the remote machine at 192.0.2.10.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "void",
   "id": "void-sys-1",
   "subject": "tools",
   "topic": "system",
   "question": "which kernel version is this",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "uname"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "system",
   "answer_kind": "cmd",
   "answer_command": "uname -r",
   "answer_hint": "Displays the current kernel release.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
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     true,
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    ],
    [
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    ],
    [
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   ],
   "whole_ms": 2922,
   "ready_ms": 1653,
   "reasked": 0,
   "tokens_out": 51,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tuname -r",
    "Displays the current kernel release.",
    "proof\tuname -r"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "void",
   "id": "void-user-11",
   "subject": "tools",
   "topic": "users",
   "question": "who is logged in right now",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "who",
     "w",
     "users"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "users",
   "answer_kind": "cmd",
   "answer_command": "who",
   "answer_hint": "Shows who is logged on.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
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     true,
     ""
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    [
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    ],
    [
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     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
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     true,
     ""
    ]
   ],
   "whole_ms": 3132,
   "ready_ms": 1956,
   "reasked": 0,
   "tokens_out": 47,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\twho",
    "Shows who is logged on.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "void",
   "id": "void-sys-2",
   "subject": "tools",
   "topic": "system",
   "question": "how many CPU cores does this machine have",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "nproc",
     "lscpu",
     "getconf",
     "grep"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "system",
   "answer_kind": "cmd",
   "answer_command": "lscpu | grep '^CPU(s):'",
   "answer_hint": "Displays CPU architecture information.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
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     true,
     ""
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   ],
   "whole_ms": 3944,
   "ready_ms": 2395,
   "reasked": 0,
   "tokens_out": 64,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tlscpu | grep '^CPU(s):'",
    "Displays CPU architecture information.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "void",
   "id": "void-proc-11",
   "subject": "tools",
   "topic": "processes",
   "question": "run backup.sh in the background so it keeps going after I log out",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "nohup",
     "setsid",
     "tmux",
     "screen",
     "disown"
    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "processes",
   "answer_kind": "danger",
   "answer_command": "nohup ./backup.sh > backup.log 2>&1 &",
   "answer_hint": "Runs backup.sh in background and ignores hangup signals.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ]
   ],
   "whole_ms": 4035,
   "ready_ms": 2299,
   "reasked": 0,
   "tokens_out": 73,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "danger\tnohup ./backup.sh > backup.log 2>&1 &",
    "Runs backup.sh in background and ignores hangup signals.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "void",
   "id": "void-sys-3",
   "subject": "tools",
   "topic": "system",
   "question": "what time zone is this machine in",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "date",
     "readlink",
     "ls",
     "cat"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "timedatectl"
    ]
   },
   "area": "system",
   "answer_kind": "cmd",
   "answer_command": "date",
   "answer_hint": "Displays the current system date and time, including timezone.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
     "answered",
     true,
     ""
    ]
   ],
   "whole_ms": 5423,
   "ready_ms": 4017,
   "reasked": 1,
   "tokens_out": 52,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tdate",
    "Displays the current system date and time, including timezone.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "void",
   "id": "void-log-11",
   "subject": "tools",
   "topic": "logs",
   "question": "follow the system log as it grows",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "svlogtail",
     "tail"
    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "systemctl",
     "journalctl",
     "service"
    ]
   },
   "area": "logs",
   "answer_kind": "cmd",
   "answer_command": "tail -f /var/log/messages",
   "answer_hint": "Follow the system log in real-time.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
     "answered",
     true,
     ""
    ]
   ],
   "whole_ms": 3744,
   "ready_ms": 1962,
   "reasked": 0,
   "tokens_out": 68,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\ttail -f /var/log/messages",
    "Follow the system log in real-time.",
    "proof\ttail -n 1 /var/log/messages"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "void",
   "id": "void-pkg-11",
   "subject": "tools",
   "topic": "packages",
   "question": "list every installed package",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "xbps-query"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo",
     "apt",
     "apt-get",
     "apt-cache",
     "dpkg",
     "pacman",
     "brew",
     "dnf",
     "yum"
    ]
   },
   "area": "packages",
   "answer_kind": "cmd",
   "answer_command": "xbps-query -l",
   "answer_hint": "Lists all installed packages using xbps-query.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
     "answered",
     true,
     ""
    ]
   ],
   "whole_ms": 3056,
   "ready_ms": 1788,
   "reasked": 0,
   "tokens_out": 54,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\txbps-query -l",
    "Lists all installed packages using xbps-query.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "void",
   "id": "void-svc-11",
   "subject": "tools",
   "topic": "services",
   "question": "list the services enabled at boot",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "ls",
     "sv"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo",
     "systemctl",
     "journalctl",
     "service"
    ]
   },
   "area": "services",
   "answer_kind": "cmd",
   "answer_command": "ls /var/service/",
   "answer_hint": "Lists the linked services that start at boot.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
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     true,
     ""
    ]
   ],
   "whole_ms": 3256,
   "ready_ms": 1755,
   "reasked": 0,
   "tokens_out": 58,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tls /var/service/",
    "Lists the linked services that start at boot.",
    "proof\tls /var/service/"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "void",
   "id": "spark-03",
   "subject": "core",
   "topic": "spark",
   "question": "turn off the scanner and the colours at my prompt",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "spark"
    ],
    "danger": null,
    "kind": null,
    "spark_verb": [
     "look"
    ],
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "spark look",
   "answer_kind": "cmd",
   "answer_command": "spark look off && spark off",
   "answer_hint": "Turns off the visual look and the prompt line (? words).",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
     "spark tree",
     true,
     ""
    ],
    [
     "answered",
     true,
     ""
    ]
   ],
   "whole_ms": 3328,
   "ready_ms": 1827,
   "reasked": 0,
   "tokens_out": 59,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tspark look off && spark off",
    "Turns off the visual look and the prompt line (? words).",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "void",
   "id": "spark-04",
   "subject": "core",
   "topic": "spark",
   "question": "use a bigger model for chat",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "spark"
    ],
    "danger": null,
    "kind": null,
    "spark_verb": [
     "model"
    ],
    "must_not": [],
    "not_head": [
     "sudo"
    ],
    "must": [
     "--chat"
    ]
   },
   "area": "spark model",
   "answer_kind": "cmd",
   "answer_command": "spark model --chat NAME",
   "answer_hint": "Choose a second model for chat. Replace NAME with\u2026; type the NAME before Enter.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
     "spark tree",
     true,
     ""
    ],
    [
     "must",
     true,
     ""
    ],
    [
     "answered",
     true,
     ""
    ]
   ],
   "whole_ms": 3314,
   "ready_ms": 1764,
   "reasked": 0,
   "tokens_out": 59,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tspark model --chat NAME",
    "Choose a second model for chat. Replace NAME with\u2026; type the NAME before Enter.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "void",
   "id": "spark-05",
   "subject": "core",
   "topic": "spark",
   "question": "which models can I use",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "spark"
    ],
    "danger": false,
    "kind": null,
    "spark_verb": [
     "model"
    ],
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "spark model",
   "answer_kind": "cmd",
   "answer_command": "spark model",
   "answer_hint": "Shows the current model and available models to choose from.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
     "spark tree",
     true,
     ""
    ],
    [
     "answered",
     true,
     ""
    ]
   ],
   "whole_ms": 2927,
   "ready_ms": 1612,
   "reasked": 0,
   "tokens_out": 51,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tspark model",
    "Shows the current model and available models to choose from.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "void",
   "id": "spark-06",
   "subject": "core",
   "topic": "spark",
   "question": "switch the prompt line to the qwen3-4b model",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "spark"
    ],
    "danger": null,
    "kind": null,
    "spark_verb": [
     "model"
    ],
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "spark model",
   "answer_kind": "cmd",
   "answer_command": "spark model qwen3-4b",
   "answer_hint": "Switches the main model to qwen3-4b.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
     "spark tree",
     true,
     ""
    ],
    [
     "answered",
     true,
     ""
    ]
   ],
   "whole_ms": 3862,
   "ready_ms": 2312,
   "reasked": 0,
   "tokens_out": 62,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tspark model qwen3-4b",
    "Switches the main model to qwen3-4b.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "void",
   "id": "spark-07",
   "subject": "core",
   "topic": "spark",
   "question": "update spark",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "spark"
    ],
    "danger": null,
    "kind": null,
    "spark_verb": [
     "update"
    ],
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "spark update",
   "answer_kind": "cmd",
   "answer_command": "spark update",
   "answer_hint": "Updates spark to the newest release.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
     "spark tree",
     true,
     ""
    ],
    [
     "answered",
     true,
     ""
    ]
   ],
   "whole_ms": 3125,
   "ready_ms": 1992,
   "reasked": 0,
   "tokens_out": 47,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tspark update",
    "Updates spark to the newest release.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "void",
   "id": "spark-08",
   "subject": "core",
   "topic": "spark",
   "question": "run this machine as a headless box that is always on",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "spark"
    ],
    "danger": null,
    "kind": null,
    "spark_verb": [
     "serve"
    ],
    "must_not": [],
    "not_head": [
     "sudo"
    ],
    "must": [
     "\\bboot\\b"
    ]
   },
   "area": "spark serve",
   "answer_kind": "cmd",
   "answer_command": "spark serve boot on",
   "answer_hint": "Starts spark at every boot, always on and headless.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
     "spark tree",
     true,
     ""
    ],
    [
     "must",
     true,
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   "area": "spark serve",
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   "area": "spark memory",
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  },
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  },
  {
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  },
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  },
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   },
   "area": "spark user",
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  },
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    "danger": false,
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   },
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  },
  {
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   "os": "void",
   "id": "held-17",
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   "topic": "spark",
   "question": "take spark off this computer",
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    "danger": true,
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    "spark_verb": [
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    "not_head": [
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   },
   "area": "spark uninstall",
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
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  },
  {
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   "os": "void",
   "id": "held-18",
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   "question": "get the newest spark",
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    "danger": null,
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    "spark_verb": [
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    "must_not": [],
    "not_head": [
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   },
   "area": "spark update",
   "answer_kind": "cmd",
   "answer_command": "spark update",
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   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "void",
   "id": "held-19",
   "subject": "core",
   "topic": "spark",
   "question": "measure the tokens per second of this machine",
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   "expects": {
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    "danger": null,
    "kind": null,
    "spark_verb": [
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    "not_head": [
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   },
   "area": "spark bench|stats",
   "answer_kind": "cmd",
   "answer_command": "spark bench --line",
   "answer_hint": "Measures this machine's speed.",
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   "failed_rule": null,
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   "rules": [
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   "reasked": 0,
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
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    ""
   ],
   "raw_first": null,
   "split": "held",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "void",
   "id": "held-20",
   "subject": "core",
   "topic": "spark",
   "question": "which release of spark am I running",
   "follow_up": null,
   "expects": {
    "first_command_any": [
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   "question": "which folders here use the most space",
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   "question": "can I reach example.com",
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   "failed_rule": "head",
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   "question": "find files bigger than 1 GB under my home",
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   "os": "fedora",
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   "question": "delete every .tmp file in this folder",
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   "answer_kind": "danger",
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   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
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    "Removes all files ending in .tmp in the current directory.",
    "proof\tls *.tmp"
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   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
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  {
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   "model": "gemma4-26b-a4b",
   "os": "fedora",
   "id": "fedora-file-3",
   "subject": "tools",
   "topic": "files",
   "question": "make deploy.sh executable",
   "follow_up": null,
   "expects": {
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    "danger": true,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
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   },
   "area": "files",
   "answer_kind": "danger",
   "answer_command": "chmod +x deploy.sh",
   "answer_hint": "Makes deploy.sh executable.",
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   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
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    "Makes deploy.sh executable.",
    "proof\tls -G deploy.sh"
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   },
   "area": "processes",
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   "question": "is the sshd service running",
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   },
   "area": "services",
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    "proof\tsystemctl is-active sshd"
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   "split": "dev",
   "rc": 0,
   "warned": false,
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  {
   "run": "mini-pc/gemma4-26b-a4b",
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   "question": "restart the sshd service",
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    "not_head": [
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   },
   "area": "services",
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   "answer_hint": "Restarts the sshd service.",
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
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   "os": "fedora",
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   "topic": "logs",
   "question": "show the kernel messages since boot",
   "follow_up": null,
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    "danger": null,
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   },
   "area": "logs",
   "answer_kind": "cmd",
   "answer_command": "journalctl -k",
   "answer_hint": "Shows the kernel messages since boot.",
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
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   "raw_first": null,
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  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
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   "os": "fedora",
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   "topic": "logs",
   "question": "show the last 50 lines of the system log",
   "follow_up": null,
   "expects": {
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    "danger": false,
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    "must_not": [
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    "not_head": [
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   },
   "area": "logs",
   "answer_kind": "cmd",
   "answer_command": "journalctl -n 50",
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   "failed_rule": null,
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   "rules": [
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    [
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
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    "Shows the last 50 lines of the system journal.",
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   "raw_first": null,
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   "rc": 0,
   "warned": false,
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  },
  {
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   "os": "fedora",
   "id": "fedora-init",
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   "topic": "services",
   "question": "which init system does this machine use",
   "follow_up": null,
   "expects": {
    "first_command_any": [
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     "readlink",
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     "cat",
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    "danger": false,
    "kind": null,
    "spark_verb": null,
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   },
   "area": "services",
   "answer_kind": "cmd",
   "answer_command": "systemctl --version",
   "answer_hint": "Check the systemd version to confirm the init system.",
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   "failed_rule": null,
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   "rules": [
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    [
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    [
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
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    "Check the systemd version to confirm the init system.",
    "proof\tsystemctl is-active"
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   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
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  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
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   "subject": "tools",
   "topic": "apps",
   "question": "open report.pdf in the default viewer",
   "follow_up": null,
   "expects": {
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    "kind": "cmd",
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    "must_not": [
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    "not_head": [
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   },
   "area": "apps",
   "answer_kind": "cmd",
   "answer_command": "xdg-open report.pdf",
   "answer_hint": "Opens report.pdf in the default viewer.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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   "reasked": 0,
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
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    "Opens report.pdf in the default viewer.",
    "proof\tls report.pdf"
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   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
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   "topic": "apps",
   "question": "edit notes.md in a terminal editor",
   "follow_up": null,
   "expects": {
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     "vim",
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    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
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    "not_head": [
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   },
   "area": "apps",
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   "answer_command": "nano notes.md",
   "answer_hint": "Opens notes.md in the nano text editor.",
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   "rules": [
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
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    "Opens notes.md in the nano text editor.",
    "proof\tls notes.md"
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   "raw_first": null,
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  {
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   "subject": "tools",
   "topic": "missing",
   "question": "list the open ports of 192.0.2.10 with nmap",
   "follow_up": null,
   "expects": {
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    "danger": null,
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    "must_not": [],
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     "dpkg",
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     "xbps-\\w+",
     "brew",
     "zypper"
    ],
    "must": [
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     "\\bdnf\\s+(?:-\\S+\\s+)*install\\b"
    ]
   },
   "area": "missing",
   "answer_kind": "cmd",
   "answer_command": "dnf install nmap",
   "answer_hint": "Install nmap using dnf.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     ""
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    [
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    [
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    [
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     ""
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    [
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   ],
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
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    "Install nmap using dnf.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
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   "model": "gemma4-26b-a4b",
   "os": "fedora",
   "id": "fedora-man-1",
   "subject": "tools",
   "topic": "packages",
   "question": "list the files the curl package installed",
   "follow_up": null,
   "expects": {
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     "rpm",
     "dnf"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
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     "dpkg",
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     "xbps-\\w+",
     "brew",
     "zypper"
    ]
   },
   "area": "packages",
   "answer_kind": "cmd",
   "answer_command": "rpm -ql curl",
   "answer_hint": "Lists all files installed by the curl package.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     ""
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   "tokens_out": 56,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\trpm -ql curl",
    "Lists all files installed by the curl package.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "fedora",
   "id": "fedora-man-2",
   "subject": "tools",
   "topic": "packages",
   "question": "show what the curl package depends on",
   "follow_up": null,
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     "rpm",
     "dnf"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
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     "dpkg",
     "pacman",
     "xbps-\\w+",
     "brew",
     "zypper"
    ]
   },
   "area": "packages",
   "answer_kind": "cmd",
   "answer_command": "dnf repoquery --requires curl",
   "answer_hint": "List all dependencies for the curl package using dnf.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     ""
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    [
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tdnf repoquery --requires curl",
    "List all dependencies for the curl package using dnf.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "fedora",
   "id": "fedora-pair-1",
   "subject": "tools",
   "topic": "followup",
   "question": "search the packages for a pdf viewer",
   "follow_up": "only the installed ones",
   "expects": {
    "first_command_any": [
     "dnf",
     "rpm"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
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     "apt-get",
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     "dpkg",
     "pacman",
     "xbps-\\w+",
     "brew",
     "zypper"
    ]
   },
   "area": "followup",
   "answer_kind": "cmd",
   "answer_command": "dnf list --installed | grep -i pdf",
   "answer_hint": "List all installed packages and filter for pdf.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     ""
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    [
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     ""
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tdnf list --installed | grep -i pdf",
    "List all installed packages and filter for pdf.",
    ""
   ],
   "raw_first": [
    "cmd\tdnf search pdf viewer",
    "Search for packages matching pdf viewer.",
    ""
   ],
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "fedora",
   "id": "fedora-pair-2",
   "subject": "tools",
   "topic": "followup",
   "question": "is the sshd service running",
   "follow_up": "restart it",
   "expects": {
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     "systemctl"
    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sv"
    ]
   },
   "area": "followup",
   "answer_kind": "danger",
   "answer_command": "systemctl restart sshd",
   "answer_hint": "Restarts the sshd service.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     ""
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   ],
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
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    "Restarts the sshd service.",
    "proof\tsystemctl is-active sshd"
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    "cmd\tsystemctl is-active sshd",
    "Checks if the sshd service is currently active.",
    "proof\tsystemctl is-active sshd"
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   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "fedora",
   "id": "fedora-pair-3",
   "subject": "tools",
   "topic": "followup",
   "question": "which processes use the most memory",
   "follow_up": "only the top 5",
   "expects": {
    "first_command_any": [
     "ps",
     "top",
     "htop",
     "btop"
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    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
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   },
   "area": "followup",
   "answer_kind": "cmd",
   "answer_command": "ps aux --sort=-%mem | head -n 6",
   "answer_hint": "Lists the top 5 processes by memory usage.",
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   "failed_rule": null,
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   "rules": [
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   "tokens_out": 75,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
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    "Lists the top 5 processes by memory usage.",
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   ],
   "raw_first": [
    "cmd\tps aux --sort=-%mem | head -n 11",
    "Lists the top 10 processes by memory usage.",
    ""
   ],
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "fedora",
   "id": "fedora-dng-1",
   "subject": "tools",
   "topic": "files",
   "question": "delete every .bak file in this folder and its subfolders",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "find",
     "rm",
     "fd",
     "fdfind"
    ],
    "danger": true,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "files",
   "answer_kind": "danger",
   "answer_command": "find . -name \"*.bak\" -delete",
   "answer_hint": "Finds and deletes all .bak files recursively.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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    [
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    [
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    [
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    ],
    [
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   "reasked": 0,
   "tokens_out": 66,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "danger\tfind . -name \"*.bak\" -delete",
    "Finds and deletes all .bak files recursively.",
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   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "fedora",
   "id": "fedora-dng-2",
   "subject": "tools",
   "topic": "disks",
   "question": "write disk.img to the usb stick at /dev/sdb",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "dd",
     "cp"
    ],
    "danger": true,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "disks",
   "answer_kind": "danger",
   "answer_command": "dd if=disk.img of=/dev/sdb status=progress",
   "answer_hint": "Writes disk.img to the USB device /dev/sdb.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
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    ],
    [
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    [
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     ""
    ],
    [
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     ""
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    [
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     true,
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    [
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    ],
    [
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   ],
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   "reasked": 0,
   "tokens_out": 75,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "danger\tdd if=disk.img of=/dev/sdb status=progress",
    "Writes disk.img to the USB device /dev/sdb.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "fedora",
   "id": "fedora-dng-3",
   "subject": "tools",
   "topic": "processes",
   "question": "run ./build.sh and save its errors in errors.txt",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "build.sh",
     "sh",
     "bash"
    ],
    "danger": true,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "processes",
   "answer_kind": "danger",
   "answer_command": "./build.sh 2> errors.txt",
   "answer_hint": "Runs build.sh and redirects stderr to errors.txt.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
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     true,
     ""
    ],
    [
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     ""
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    [
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     ""
    ],
    [
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     true,
     ""
    ],
    [
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     ""
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    [
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     true,
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    [
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    [
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   "ready_ms": 1970,
   "reasked": 0,
   "tokens_out": 66,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "danger\t./build.sh 2> errors.txt",
    "Runs build.sh and redirects stderr to errors.txt.",
    "proof\tls -G errors.txt"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "fedora",
   "id": "fedora-dng-4",
   "subject": "tools",
   "topic": "services",
   "question": "install the crontab in mycron.txt",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "crontab"
    ],
    "danger": true,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "services",
   "answer_kind": "danger",
   "answer_command": "crontab mycron.txt",
   "answer_hint": "Installs the crontab from mycron.txt.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
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     ""
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    [
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    [
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     true,
     ""
    ],
    [
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     ""
    ],
    [
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     true,
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    ],
    [
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     ""
    ],
    [
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   ],
   "whole_ms": 3997,
   "ready_ms": 2359,
   "reasked": 0,
   "tokens_out": 63,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "danger\tcrontab mycron.txt",
    "Installs the crontab from mycron.txt.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "fedora",
   "id": "fedora-ro-1",
   "subject": "tools",
   "topic": "processes",
   "question": "show only the first 10 processes",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "ps",
     "top",
     "head"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "processes",
   "answer_kind": "cmd",
   "answer_command": "ps -e --sort=-pcpu | head -n 11",
   "answer_hint": "Lists the top 10 processes by CPU usage.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
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     ""
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    [
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     ""
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    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     ""
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    [
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     true,
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   ],
   "whole_ms": 4281,
   "ready_ms": 2209,
   "reasked": 0,
   "tokens_out": 80,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tps -e --sort=-pcpu | head -n 11",
    "Lists the top 10 processes by CPU usage.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "fedora",
   "id": "fedora-ro-2",
   "subject": "tools",
   "topic": "users",
   "question": "which groups is the user alice in",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "groups",
     "id"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "users",
   "answer_kind": "cmd",
   "answer_command": "groups alice",
   "answer_hint": "Shows the groups for user alice.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
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   ],
   "whole_ms": 2873,
   "ready_ms": 1611,
   "reasked": 0,
   "tokens_out": 50,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tgroups alice",
    "Shows the groups for user alice.",
    "proof\tgroups alice"
   ],
   "raw_first": null,
   "split": "dev",
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  {
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   "model": "gemma4-26b-a4b",
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   "id": "fedora-file-11",
   "subject": "tools",
   "topic": "files",
   "question": "count the lines in every .py file here",
   "follow_up": null,
   "expects": {
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     "find",
     "cat"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "files",
   "answer_kind": "cmd",
   "answer_command": "find . -name \"*.py\" | xargs wc -l",
   "answer_hint": "Counts lines in all .py files in the current directory.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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    [
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    [
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   "raw": [
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    "Counts lines in all .py files in the current directory.",
    ""
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   "raw_first": null,
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   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "fedora",
   "id": "fedora-file-12",
   "subject": "tools",
   "topic": "files",
   "question": "pack the folder photos into photos.tar.gz",
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    ],
    "danger": null,
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    ]
   },
   "area": "files",
   "answer_kind": "cmd",
   "answer_command": "tar -czf photos.tar.gz photos",
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   "failed_rule": null,
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     ""
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    [
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     ""
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    [
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
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    "Creates a compressed tarball of the photos folder.",
    "proof\tls -G photos.tar.gz"
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   "raw_first": null,
   "split": "dev",
   "rc": 0,
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   "empty": false
  },
  {
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   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "fedora",
   "id": "fedora-file-13",
   "subject": "tools",
   "topic": "files",
   "question": "unpack backup.tar.gz here",
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     "tar"
    ],
    "danger": null,
    "kind": "cmd",
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    "must_not": [],
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     "sudo"
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   },
   "area": "files",
   "answer_kind": "cmd",
   "answer_command": "tar -xzf backup.tar.gz",
   "answer_hint": "Extracts the contents of backup.tar.gz in the current directory.",
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   "failed_rule": null,
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
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    "Extracts the contents of backup.tar.gz in the current directory.",
    "proof\tls -G"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
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   "os": "fedora",
   "id": "fedora-file-14",
   "subject": "tools",
   "topic": "files",
   "question": "search every file here for the word TODO",
   "follow_up": null,
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    ],
    "danger": false,
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    "must_not": [],
    "not_head": [
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   },
   "area": "files",
   "answer_kind": "cmd",
   "answer_command": "rg TODO",
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   "failed_rule": null,
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   "rules": [
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     ""
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     ""
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     ""
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     ""
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   "tokens_out": 59,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\trg TODO",
    "Search for TODO using ripgrep.",
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   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "fedora",
   "id": "fedora-net-11",
   "subject": "tools",
   "topic": "network",
   "question": "download https://example.com/file.iso",
   "follow_up": null,
   "expects": {
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     "curl",
     "wget"
    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "network",
   "answer_kind": "cmd",
   "answer_command": "curl -L https://example.com/file.iso -o file.iso",
   "answer_hint": "Downloads the file using curl.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     ""
    ],
    [
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     ""
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     ""
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    [
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     ""
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   "reasked": 0,
   "tokens_out": 68,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tcurl -L https://example.com/file.iso -o file.iso",
    "Downloads the file using curl.",
    "proof\tls -l file.iso"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "fedora",
   "id": "fedora-net-12",
   "subject": "tools",
   "topic": "network",
   "question": "show the DNS records of example.com",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "dig",
     "host",
     "nslookup"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "network",
   "answer_kind": "cmd",
   "answer_command": "host -a example.com",
   "answer_hint": "Look up all DNS records for example.com.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     ""
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   "reasked": 0,
   "tokens_out": 61,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\thost -a example.com",
    "Look up all DNS records for example.com.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "fedora",
   "id": "fedora-net-13",
   "subject": "tools",
   "topic": "network",
   "question": "copy notes.txt to the machine at 192.0.2.10",
   "follow_up": null,
   "expects": {
    "first_command_any": [
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    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
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   },
   "area": "network",
   "answer_kind": "cmd",
   "answer_command": "scp notes.txt 192.0.2.10:/tmp/",
   "answer_hint": "Copy notes.txt to the remote machine at 192.0.2.10.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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    [
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   "reasked": 0,
   "tokens_out": 96,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tscp notes.txt 192.0.2.10:/tmp/",
    "Copy notes.txt to the remote machine at 192.0.2.10.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "fedora",
   "id": "fedora-sys-1",
   "subject": "tools",
   "topic": "system",
   "question": "which kernel version is this",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "uname"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "system",
   "answer_kind": "cmd",
   "answer_command": "uname -r",
   "answer_hint": "Displays the current kernel release.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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    ],
    [
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    [
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    [
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    [
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   "ready_ms": 1630,
   "reasked": 0,
   "tokens_out": 51,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tuname -r",
    "Displays the current kernel release.",
    "proof\tuname -r"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "fedora",
   "id": "fedora-user-11",
   "subject": "tools",
   "topic": "users",
   "question": "who is logged in right now",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "who",
     "w",
     "users"
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    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
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   },
   "area": "users",
   "answer_kind": "cmd",
   "answer_command": "who",
   "answer_hint": "Shows who is logged on.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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    [
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    [
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    ],
    [
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    [
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    ],
    [
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    [
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   ],
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   "ready_ms": 1962,
   "reasked": 0,
   "tokens_out": 47,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\twho",
    "Shows who is logged on.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "fedora",
   "id": "fedora-sys-2",
   "subject": "tools",
   "topic": "system",
   "question": "how many CPU cores does this machine have",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "nproc",
     "lscpu",
     "getconf",
     "grep"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
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   },
   "area": "system",
   "answer_kind": "cmd",
   "answer_command": "lscpu | grep '^CPU(s):'",
   "answer_hint": "Displays the number of CPU cores.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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    [
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    [
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    [
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    [
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    [
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    [
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   ],
   "whole_ms": 4061,
   "ready_ms": 2408,
   "reasked": 0,
   "tokens_out": 66,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tlscpu | grep '^CPU(s):'",
    "Displays the number of CPU cores.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "fedora",
   "id": "fedora-proc-11",
   "subject": "tools",
   "topic": "processes",
   "question": "run backup.sh in the background so it keeps going after I log out",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "nohup",
     "setsid",
     "tmux",
     "screen",
     "disown"
    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "processes",
   "answer_kind": "danger",
   "answer_command": "nohup ./backup.sh > backup.log 2>&1 &",
   "answer_hint": "Runs backup.sh in background and saves output to backup.log.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
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    ],
    [
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    [
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     ""
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    [
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    [
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   "whole_ms": 4528,
   "ready_ms": 2693,
   "reasked": 0,
   "tokens_out": 75,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "danger\tnohup ./backup.sh > backup.log 2>&1 &",
    "Runs backup.sh in background and saves output to backup.log.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "fedora",
   "id": "fedora-sys-3",
   "subject": "tools",
   "topic": "system",
   "question": "what time zone is this machine in",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "timedatectl",
     "date",
     "readlink",
     "ls"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "system",
   "answer_kind": "cmd",
   "answer_command": "timedatectl",
   "answer_hint": "Shows the current time zone and system clock settings.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
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     true,
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    [
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    [
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    [
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     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
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     ""
    ],
    [
     "flags",
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    [
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   ],
   "whole_ms": 3110,
   "ready_ms": 1662,
   "reasked": 0,
   "tokens_out": 55,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\ttimedatectl",
    "Shows the current time zone and system clock settings.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "fedora",
   "id": "fedora-log-11",
   "subject": "tools",
   "topic": "logs",
   "question": "follow the system log as it grows",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "journalctl"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "logs",
   "answer_kind": "cmd",
   "answer_command": "journalctl -f",
   "answer_hint": "Follow the system journal in real-time.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
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    [
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     true,
     ""
    ],
    [
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     true,
     ""
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   ],
   "whole_ms": 3414,
   "ready_ms": 2185,
   "reasked": 0,
   "tokens_out": 51,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tjournalctl -f",
    "Follow the system journal in real-time.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "fedora",
   "id": "fedora-pkg-11",
   "subject": "tools",
   "topic": "packages",
   "question": "list every installed package",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "rpm",
     "dnf"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo",
     "apt",
     "apt-get",
     "apt-cache",
     "dpkg",
     "pacman",
     "xbps-\\w+",
     "brew",
     "zypper"
    ]
   },
   "area": "packages",
   "answer_kind": "cmd",
   "answer_command": "rpm -q",
   "answer_hint": "Queries all installed RPM packages.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
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     ""
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     true,
     ""
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    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
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    [
     "exists",
     true,
     ""
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    [
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     ""
    ],
    [
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     true,
     ""
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   ],
   "whole_ms": 3456,
   "ready_ms": 2182,
   "reasked": 0,
   "tokens_out": 51,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\trpm -q",
    "Queries all installed RPM packages.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "fedora",
   "id": "fedora-svc-11",
   "subject": "tools",
   "topic": "services",
   "question": "list the services enabled at boot",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "systemctl"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo",
     "sv"
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   },
   "area": "services",
   "answer_kind": "cmd",
   "answer_command": "systemctl list-unit-files --type=service --state=enabled",
   "answer_hint": "Lists all service units that are enabled to start at boot.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
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     true,
     ""
    ],
    [
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     ""
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     true,
     ""
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    [
     "danger",
     true,
     ""
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    [
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     true,
     ""
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    [
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     true,
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   "whole_ms": 4792,
   "ready_ms": 2670,
   "reasked": 0,
   "tokens_out": 81,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tsystemctl list-unit-files --type=service --state=enabled",
    "Lists all service units that are enabled to start at boot.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "fedora",
   "id": "spark-03",
   "subject": "core",
   "topic": "spark",
   "question": "turn off the scanner and the colours at my prompt",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "spark"
    ],
    "danger": null,
    "kind": null,
    "spark_verb": [
     "look"
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    "must_not": [],
    "not_head": [
     "sudo"
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   },
   "area": "spark look",
   "answer_kind": "cmd",
   "answer_command": "spark look off && spark keys off",
   "answer_hint": "Turns off the visual look and the extra shell keys.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     ""
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   "whole_ms": 3300,
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   "reasked": 0,
   "tokens_out": 59,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
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    "Turns off the visual look and the extra shell keys.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
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   "os": "fedora",
   "id": "spark-04",
   "subject": "core",
   "topic": "spark",
   "question": "use a bigger model for chat",
   "follow_up": null,
   "expects": {
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    ],
    "danger": null,
    "kind": null,
    "spark_verb": [
     "model"
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    "must_not": [],
    "not_head": [
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    "must": [
     "--chat"
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   },
   "area": "spark model",
   "answer_kind": "cmd",
   "answer_command": "spark model --chat NAME",
   "answer_hint": "Replace NAME with the model you want to use for\u2026; type the NAME before Enter.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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   "tokens_out": 55,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tspark model --chat NAME",
    "Replace NAME with the model you want to use for\u2026; type the NAME before Enter.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "fedora",
   "id": "spark-05",
   "subject": "core",
   "topic": "spark",
   "question": "which models can I use",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "spark"
    ],
    "danger": false,
    "kind": null,
    "spark_verb": [
     "model"
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    "must_not": [],
    "not_head": [
     "sudo"
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   },
   "area": "spark model",
   "answer_kind": "cmd",
   "answer_command": "spark model",
   "answer_hint": "List the models available to this machine.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     ""
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     ""
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    [
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     true,
     ""
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    [
     "flags",
     true,
     ""
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   "whole_ms": 2779,
   "ready_ms": 1608,
   "reasked": 0,
   "tokens_out": 48,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tspark model",
    "List the models available to this machine.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "fedora",
   "id": "spark-06",
   "subject": "core",
   "topic": "spark",
   "question": "switch the prompt line to the qwen3-4b model",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "spark"
    ],
    "danger": null,
    "kind": null,
    "spark_verb": [
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    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "spark model",
   "answer_kind": "cmd",
   "answer_command": "spark model qwen3-4b",
   "answer_hint": "Switches the prompt line model to qwen3-4b.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
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     true,
     ""
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    [
     "head",
     true,
     ""
    ],
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     ""
    ],
    [
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     ""
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    [
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   "tokens_out": 63,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tspark model qwen3-4b",
    "Switches the prompt line model to qwen3-4b.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "fedora",
   "id": "spark-07",
   "subject": "core",
   "topic": "spark",
   "question": "update spark",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "spark"
    ],
    "danger": null,
    "kind": null,
    "spark_verb": [
     "update"
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    "must_not": [],
    "not_head": [
     "sudo"
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   },
   "area": "spark update",
   "answer_kind": "cmd",
   "answer_command": "spark update",
   "answer_hint": "Updates spark to the newest release.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
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     true,
     ""
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    [
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     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
     "spark tree",
     true,
     ""
    ],
    [
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     true,
     ""
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   ],
   "whole_ms": 3115,
   "ready_ms": 1985,
   "reasked": 0,
   "tokens_out": 47,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tspark update",
    "Updates spark to the newest release.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "fedora",
   "id": "spark-08",
   "subject": "core",
   "topic": "spark",
   "question": "run this machine as a headless box that is always on",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "spark"
    ],
    "danger": null,
    "kind": null,
    "spark_verb": [
     "serve"
    ],
    "must_not": [],
    "not_head": [
     "sudo"
    ],
    "must": [
     "\\bboot\\b"
    ]
   },
   "area": "spark serve",
   "answer_kind": "cmd",
   "answer_command": "spark serve boot on",
   "answer_hint": "Starts spark at every boot: always on, headless.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
     "spark tree",
     true,
     ""
    ],
    [
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     ""
    ],
    [
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     true,
     ""
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   ],
   "whole_ms": 3553,
   "ready_ms": 1723,
   "reasked": 0,
   "tokens_out": 64,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tspark serve boot on",
    "Starts spark at every boot: always on, headless.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "fedora",
   "id": "spark-12",
   "subject": "core",
   "topic": "spark",
   "question": "who has an account on the page",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "spark"
    ],
    "danger": false,
    "kind": null,
    "spark_verb": [
     "user",
     "serve"
    ],
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "spark user|serve",
   "answer_kind": "cmd",
   "answer_command": "spark user",
   "answer_hint": "Shows the page logins.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
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    [
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     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
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     ""
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   ],
   "whole_ms": 2651,
   "ready_ms": 1617,
   "reasked": 0,
   "tokens_out": 45,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tspark user",
    "Shows the page logins.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "fedora",
   "id": "spark-13",
   "subject": "core",
   "topic": "spark",
   "question": "is everything ok with spark",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "spark"
    ],
    "danger": false,
    "kind": null,
    "spark_verb": [
     "check",
     "status"
    ],
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "spark check|status",
   "answer_kind": "cmd",
   "answer_command": "spark check",
   "answer_hint": "Runs every check to see if spark is ok.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
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    [
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     true,
     ""
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    [
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     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
     "spark tree",
     true,
     ""
    ],
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     true,
     ""
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   ],
   "whole_ms": 3227,
   "ready_ms": 1952,
   "reasked": 0,
   "tokens_out": 50,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tspark check",
    "Runs every check to see if spark is ok.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "fedora",
   "id": "spark-14",
   "subject": "core",
   "topic": "spark",
   "question": "share the engine with the other users of this machine",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "spark"
    ],
    "danger": null,
    "kind": null,
    "spark_verb": [
     "serve"
    ],
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "spark serve",
   "answer_kind": "cmd",
   "answer_command": "spark serve share",
   "answer_hint": "Starts a model instance accessible to every user on this Linux machine.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
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     ""
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    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
     "spark tree",
     true,
     ""
    ],
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     true,
     ""
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   ],
   "whole_ms": 3598,
   "ready_ms": 1676,
   "reasked": 0,
   "tokens_out": 65,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tspark serve share",
    "Starts a model instance accessible to every user on this Linux machine.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "fedora",
   "id": "spark-15",
   "subject": "core",
   "topic": "spark",
   "question": "stop the engine",
   "follow_up": null,
   "expects": {
    "first_command_any": [
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  },
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  },
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   },
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  },
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    "danger": false,
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    "not_head": [
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  },
  {
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   "id": "held-21",
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   "question": "wipe my old conversations",
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    "danger": true,
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    "not_head": [
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    "must": [
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   },
   "area": "spark clear|history",
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  },
  {
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   "question": "pick a smaller model for the prompt line",
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    "danger": null,
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    "spark_verb": [
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    "must_not": [],
    "not_head": [
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   },
   "area": "spark model",
   "answer_kind": "cmd",
   "answer_command": "spark model NAME",
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   "rules": [
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    [
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
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   "split": "held",
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   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
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   "os": "fedora",
   "id": "held-23",
   "subject": "core",
   "topic": "spark",
   "question": "make the face and the colours stop",
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    "danger": null,
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    "spark_verb": [
     "look"
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    "must_not": [],
    "not_head": [
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    "must": [
     "\\boff\\b"
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   },
   "area": "spark look",
   "answer_kind": "cmd",
   "answer_command": "spark look off",
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   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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   "empty": false
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   "question": "can I reach example.com",
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   "area": "network",
   "answer_kind": "cmd",
   "answer_command": "ip route get example.com",
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   "model": "gemma4-26b-a4b",
   "os": "opensuse",
   "id": "opensuse-file-1",
   "subject": "tools",
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   "question": "find files bigger than 1 GB under my home",
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   "rc": 0,
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  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
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   "os": "opensuse",
   "id": "opensuse-file-2",
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   "topic": "files",
   "question": "delete every .tmp file in this folder",
   "follow_up": null,
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    "danger": true,
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   "answer_kind": "danger",
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   "failed_rule": null,
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    "proof\tls *.tmp"
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   "rc": 0,
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  {
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   "model": "gemma4-26b-a4b",
   "os": "opensuse",
   "id": "opensuse-file-3",
   "subject": "tools",
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   "question": "make deploy.sh executable",
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   "expects": {
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    "danger": true,
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   },
   "area": "files",
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   "answer_command": "chmod +x deploy.sh",
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   "failed_rule": null,
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   "rules": [
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    "proof\tls -G deploy.sh"
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  {
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   "model": "gemma4-26b-a4b",
   "os": "opensuse",
   "id": "opensuse-user-1",
   "subject": "tools",
   "topic": "users",
   "question": "which groups am I in",
   "follow_up": null,
   "expects": {
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    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
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    "not_head": [
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   },
   "area": "users",
   "answer_kind": "cmd",
   "answer_command": "id -Gn",
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   "pass": true,
   "failed_rule": null,
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   "rules": [
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
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    "proof\tid -Gn"
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   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "opensuse",
   "id": "opensuse-user-2",
   "subject": "tools",
   "topic": "users",
   "question": "add a user named alice with a home directory",
   "follow_up": null,
   "expects": {
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    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "users",
   "answer_kind": "danger",
   "answer_command": "useradd -m alice",
   "answer_hint": "Creates user alice with a home directory.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
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   "tokens_out": 54,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "danger\tuseradd -m alice",
    "Creates user alice with a home directory.",
    "proof\tid alice"
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   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "opensuse",
   "id": "opensuse-proc-1",
   "subject": "tools",
   "topic": "processes",
   "question": "kill the process named firefox",
   "follow_up": null,
   "expects": {
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     "kill"
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    "danger": true,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "processes",
   "answer_kind": "danger",
   "answer_command": "pkill firefox",
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   "failed_rule": null,
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   "rules": [
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   "tokens_out": 51,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "danger\tpkill firefox",
    "Kills all processes named firefox.",
    "proof\tpgrep firefox"
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   "raw_first": null,
   "split": "dev",
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   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "opensuse",
   "id": "opensuse-proc-2",
   "subject": "tools",
   "topic": "processes",
   "question": "which processes use the most memory",
   "follow_up": null,
   "expects": {
    "first_command_any": [
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     "top",
     "htop",
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    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
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    "not_head": [
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   "answer_kind": "cmd",
   "answer_command": "ps aux --sort=-%mem | head -n 11",
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   "failed_rule": null,
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   "rules": [
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   ],
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   "warned": false,
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  },
  {
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   "question": "how long has this machine been up",
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    "danger": false,
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    "not_head": [
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   },
   "area": "processes",
   "answer_kind": "cmd",
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   ],
   "raw_first": null,
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   "rc": 0,
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  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
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   "question": "is the sshd service running",
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    "danger": false,
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    "not_head": [
     "sv",
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   },
   "area": "services",
   "answer_kind": "cmd",
   "answer_command": "systemctl is-active sshd",
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    "proof\tsystemctl is-active sshd"
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   "raw_first": null,
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   "rc": 0,
   "warned": false,
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  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
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   "os": "opensuse",
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   "subject": "tools",
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   "question": "restart the sshd service",
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   },
   "area": "services",
   "answer_kind": "danger",
   "answer_command": "systemctl restart sshd",
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   "raw": [
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    "proof\tsystemctl is-active sshd"
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   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
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   "os": "opensuse",
   "id": "opensuse-log-1",
   "subject": "tools",
   "topic": "logs",
   "question": "show the kernel messages since boot",
   "follow_up": null,
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   "area": "logs",
   "answer_kind": "cmd",
   "answer_command": "journalctl -k",
   "answer_hint": "Show kernel messages using journalctl.",
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    [
     "head",
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
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   ],
   "raw_first": null,
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  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
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   "model": "gemma4-26b-a4b",
   "os": "opensuse",
   "id": "opensuse-log-2",
   "subject": "tools",
   "topic": "logs",
   "question": "show the last 50 lines of the system log",
   "follow_up": null,
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     "journalctl"
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    "danger": false,
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    "not_head": [
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   },
   "area": "logs",
   "answer_kind": "cmd",
   "answer_command": "journalctl -n 50",
   "answer_hint": "Show the 50 most recent system log entries.",
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   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
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   "os": "opensuse",
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   "topic": "services",
   "question": "which init system does this machine use",
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    "danger": false,
    "kind": null,
    "spark_verb": null,
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   },
   "area": "services",
   "answer_kind": "cmd",
   "answer_command": "systemctl is-system-running",
   "answer_hint": "Check if the system is running via systemd.",
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   "failed_rule": null,
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   "rules": [
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   "raw": [
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    "Check if the system is running via systemd.",
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   "raw_first": null,
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   "rc": 0,
   "warned": false,
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  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
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   "os": "opensuse",
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   "subject": "tools",
   "topic": "apps",
   "question": "open report.pdf in the default viewer",
   "follow_up": null,
   "expects": {
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    "kind": "cmd",
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    "must_not": [
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    "not_head": [
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   },
   "area": "apps",
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
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   "rc": 0,
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  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
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   "os": "opensuse",
   "id": "opensuse-app-2",
   "subject": "tools",
   "topic": "apps",
   "question": "edit notes.md in a terminal editor",
   "follow_up": null,
   "expects": {
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    "danger": false,
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    "spark_verb": null,
    "must_not": [],
    "not_head": [
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   },
   "area": "apps",
   "answer_kind": "cmd",
   "answer_command": "nano notes.md",
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   "pass": true,
   "failed_rule": null,
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   "rules": [
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
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   "topic": "missing",
   "question": "list the open ports of 192.0.2.10 with nmap",
   "follow_up": null,
   "expects": {
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    "danger": null,
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    "must": [
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   },
   "area": "missing",
   "answer_kind": "cmd",
   "answer_command": "zypper install nmap",
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   "rules": [
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   "raw_first": null,
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  },
  {
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   "os": "opensuse",
   "id": "opensuse-man-1",
   "subject": "tools",
   "topic": "packages",
   "question": "list the files the curl package installed",
   "follow_up": null,
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    "danger": false,
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   },
   "area": "packages",
   "answer_kind": "cmd",
   "answer_command": "rpm -ql curl",
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   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
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   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
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   "subject": "tools",
   "topic": "packages",
   "question": "show what the curl package depends on",
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    "danger": false,
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   },
   "area": "packages",
   "answer_kind": "cmd",
   "answer_command": "zypper info curl",
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   "failed_rule": null,
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   "rules": [
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   "raw_first": null,
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   "warned": false,
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  },
  {
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   "topic": "followup",
   "question": "search the packages for a pdf viewer",
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    "kind": "cmd",
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     "apt-get",
     "apt-cache",
     "dpkg",
     "pacman",
     "xbps-\\w+",
     "brew",
     "dnf",
     "yum"
    ]
   },
   "area": "followup",
   "answer_kind": "cmd",
   "answer_command": "zypper se -i pdf viewer",
   "answer_hint": "Search for installed packages matching pdf viewer.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
     "answered",
     true,
     ""
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   ],
   "whole_ms": 4265,
   "ready_ms": 2728,
   "reasked": 0,
   "tokens_out": 61,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tzypper se -i pdf viewer",
    "Search for installed packages matching pdf viewer.",
    ""
   ],
   "raw_first": [
    "cmd\tzypper se pdf viewer",
    "Search for packages related to pdf viewer using zypper.",
    ""
   ],
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "opensuse",
   "id": "opensuse-pair-2",
   "subject": "tools",
   "topic": "followup",
   "question": "is the sshd service running",
   "follow_up": "restart it",
   "expects": {
    "first_command_any": [
     "systemctl"
    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sv"
    ]
   },
   "area": "followup",
   "answer_kind": "danger",
   "answer_command": "systemctl restart sshd",
   "answer_hint": "Restarts the sshd service.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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    ],
    [
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    ],
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     ""
    ],
    [
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    ],
    [
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   ],
   "whole_ms": 4074,
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   "tokens_out": 58,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "danger\tsystemctl restart sshd",
    "Restarts the sshd service.",
    "proof\tsystemctl is-active sshd"
   ],
   "raw_first": [
    "cmd\tsystemctl is-active sshd",
    "Checks if the sshd service is currently active.",
    "proof\tsystemctl is-active sshd"
   ],
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "opensuse",
   "id": "opensuse-pair-3",
   "subject": "tools",
   "topic": "followup",
   "question": "which processes use the most memory",
   "follow_up": "only the top 5",
   "expects": {
    "first_command_any": [
     "ps",
     "top",
     "htop",
     "btop"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "followup",
   "answer_kind": "cmd",
   "answer_command": "ps aux --sort=-%mem | head -n 6",
   "answer_hint": "Lists the top 5 memory-consuming processes.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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   ],
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   "reasked": 0,
   "tokens_out": 75,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tps aux --sort=-%mem | head -n 6",
    "Lists the top 5 memory-consuming processes.",
    ""
   ],
   "raw_first": [
    "cmd\tps aux --sort=-%mem | head -n 11",
    "Lists the top 10 processes consuming the most memory.",
    ""
   ],
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "opensuse",
   "id": "opensuse-dng-1",
   "subject": "tools",
   "topic": "files",
   "question": "delete every .bak file in this folder and its subfolders",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "find",
     "rm",
     "fd",
     "fdfind"
    ],
    "danger": true,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "files",
   "answer_kind": "danger",
   "answer_command": "find . -name \"*.bak\" -delete",
   "answer_hint": "Finds and deletes all .bak files recursively.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
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     true,
     ""
    ],
    [
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     ""
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    [
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     ""
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    [
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     ""
    ],
    [
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     ""
    ],
    [
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    [
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     ""
    ],
    [
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     true,
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   ],
   "whole_ms": 3816,
   "ready_ms": 2183,
   "reasked": 0,
   "tokens_out": 66,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "danger\tfind . -name \"*.bak\" -delete",
    "Finds and deletes all .bak files recursively.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "opensuse",
   "id": "opensuse-dng-2",
   "subject": "tools",
   "topic": "disks",
   "question": "write disk.img to the usb stick at /dev/sdb",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "dd",
     "cp"
    ],
    "danger": true,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "disks",
   "answer_kind": "danger",
   "answer_command": "dd if=disk.img of=/dev/sdb bs=4M status=progress",
   "answer_hint": "Writes disk.img to the USB stick at /dev/sdb.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
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     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
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   ],
   "whole_ms": 4318,
   "ready_ms": 2445,
   "reasked": 0,
   "tokens_out": 80,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "danger\tdd if=disk.img of=/dev/sdb bs=4M status=progress",
    "Writes disk.img to the USB stick at /dev/sdb.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "opensuse",
   "id": "opensuse-dng-3",
   "subject": "tools",
   "topic": "processes",
   "question": "run ./build.sh and save its errors in errors.txt",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "build.sh",
     "sh",
     "bash"
    ],
    "danger": true,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "processes",
   "answer_kind": "danger",
   "answer_command": "./build.sh 2> errors.txt",
   "answer_hint": "Runs build.sh and redirects stderr to errors.txt.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
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     true,
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    ],
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    ],
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   ],
   "whole_ms": 3646,
   "ready_ms": 1971,
   "reasked": 0,
   "tokens_out": 66,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "danger\t./build.sh 2> errors.txt",
    "Runs build.sh and redirects stderr to errors.txt.",
    "proof\tls -G errors.txt"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "opensuse",
   "id": "opensuse-dng-4",
   "subject": "tools",
   "topic": "services",
   "question": "install the crontab in mycron.txt",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "crontab"
    ],
    "danger": true,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "services",
   "answer_kind": "danger",
   "answer_command": "crontab mycron.txt",
   "answer_hint": "Installs the crontab from mycron.txt.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
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    ]
   ],
   "whole_ms": 3986,
   "ready_ms": 2353,
   "reasked": 0,
   "tokens_out": 63,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "danger\tcrontab mycron.txt",
    "Installs the crontab from mycron.txt.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "opensuse",
   "id": "opensuse-ro-1",
   "subject": "tools",
   "topic": "processes",
   "question": "show only the first 10 processes",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "ps",
     "top",
     "head"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "processes",
   "answer_kind": "cmd",
   "answer_command": "ps -e | head -n 11",
   "answer_hint": "Lists the first 10 processes (plus header).",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
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     true,
     ""
    ]
   ],
   "whole_ms": 3806,
   "ready_ms": 1989,
   "reasked": 0,
   "tokens_out": 70,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tps -e | head -n 11",
    "Lists the first 10 processes (plus header).",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "opensuse",
   "id": "opensuse-ro-2",
   "subject": "tools",
   "topic": "users",
   "question": "which groups is the user alice in",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "groups",
     "id"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "users",
   "answer_kind": "cmd",
   "answer_command": "groups alice",
   "answer_hint": "Shows the groups for user alice.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
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    ]
   ],
   "whole_ms": 2857,
   "ready_ms": 1611,
   "reasked": 0,
   "tokens_out": 50,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tgroups alice",
    "Shows the groups for user alice.",
    "proof\tgroups alice"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "opensuse",
   "id": "opensuse-file-11",
   "subject": "tools",
   "topic": "files",
   "question": "count the lines in every .py file here",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "wc",
     "find",
     "cat"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "files",
   "answer_kind": "cmd",
   "answer_command": "find . -name \"*.py\" | xargs wc -l",
   "answer_hint": "Counts lines in all .py files in the current directory.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     ""
    ],
    [
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   ],
   "whole_ms": 4263,
   "ready_ms": 2181,
   "reasked": 0,
   "tokens_out": 79,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tfind . -name \"*.py\" | xargs wc -l",
    "Counts lines in all .py files in the current directory.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "opensuse",
   "id": "opensuse-file-12",
   "subject": "tools",
   "topic": "files",
   "question": "pack the folder photos into photos.tar.gz",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "tar"
    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "files",
   "answer_kind": "cmd",
   "answer_command": "tar -czf photos.tar.gz photos",
   "answer_hint": "Creates a compressed tar archive of the photos folder.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
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     true,
     ""
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   ],
   "whole_ms": 3676,
   "ready_ms": 2002,
   "reasked": 0,
   "tokens_out": 67,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\ttar -czf photos.tar.gz photos",
    "Creates a compressed tar archive of the photos folder.",
    "proof\tls -G photos.tar.gz"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "opensuse",
   "id": "opensuse-file-13",
   "subject": "tools",
   "topic": "files",
   "question": "unpack backup.tar.gz here",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "tar"
    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "files",
   "answer_kind": "cmd",
   "answer_command": "tar -xzf backup.tar.gz",
   "answer_hint": "Extracts the contents of backup.tar.gz in the current directory.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ]
   ],
   "whole_ms": 4110,
   "ready_ms": 2420,
   "reasked": 0,
   "tokens_out": 66,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\ttar -xzf backup.tar.gz",
    "Extracts the contents of backup.tar.gz in the current directory.",
    "proof\tls -G"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "opensuse",
   "id": "opensuse-file-14",
   "subject": "tools",
   "topic": "files",
   "question": "search every file here for the word TODO",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "grep",
     "rg"
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    "danger": false,
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   "area": "files",
   "answer_kind": "cmd",
   "answer_command": "rg TODO",
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   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     ""
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     ""
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     ""
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    [
     "danger",
     true,
     ""
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    [
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     ""
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    [
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   "reasked": 0,
   "tokens_out": 57,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
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   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "opensuse",
   "id": "opensuse-net-11",
   "subject": "tools",
   "topic": "network",
   "question": "download https://example.com/file.iso",
   "follow_up": null,
   "expects": {
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    ],
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   },
   "area": "network",
   "answer_kind": "cmd",
   "answer_command": "wget https://example.com/file.iso",
   "answer_hint": "Download the file using wget.",
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   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     ""
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    [
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     ""
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     true,
     ""
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    [
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    [
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
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    "Download the file using wget.",
    "proof\tls -l file.iso"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "opensuse",
   "id": "opensuse-net-12",
   "subject": "tools",
   "topic": "network",
   "question": "show the DNS records of example.com",
   "follow_up": null,
   "expects": {
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     "dig",
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     "nslookup"
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    "not_head": [
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    ]
   },
   "area": "network",
   "answer_kind": "cmd",
   "answer_command": "host -a example.com",
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   "failed_rule": null,
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   "rules": [
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     ""
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     ""
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   "tokens_out": 60,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
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   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "opensuse",
   "id": "opensuse-net-13",
   "subject": "tools",
   "topic": "network",
   "question": "copy notes.txt to the machine at 192.0.2.10",
   "follow_up": null,
   "expects": {
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    ],
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   },
   "area": "network",
   "answer_kind": "cmd",
   "answer_command": "scp notes.txt 192.0.2.10:/tmp/",
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   "failed_rule": null,
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   "rules": [
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    ],
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     ""
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    [
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     ""
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    [
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   "tokens_out": 76,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
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    "Copy notes.txt to the remote machine at 192.0.2.10.",
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   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "opensuse",
   "id": "opensuse-sys-1",
   "subject": "tools",
   "topic": "system",
   "question": "which kernel version is this",
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    ],
    "danger": false,
    "kind": "cmd",
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    "not_head": [
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   },
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   "answer_kind": "cmd",
   "answer_command": "uname -r",
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   "failed_rule": null,
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   "raw": [
    "cmd\tuname -r",
    "Displays the current kernel release.",
    "proof\tuname -r"
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   "raw_first": null,
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   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "opensuse",
   "id": "opensuse-user-11",
   "subject": "tools",
   "topic": "users",
   "question": "who is logged in right now",
   "follow_up": null,
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    "not_head": [
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   },
   "area": "users",
   "answer_kind": "cmd",
   "answer_command": "who",
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   "failed_rule": null,
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     ""
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     ""
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     ""
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   "reasked": 0,
   "tokens_out": 47,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\twho",
    "Shows who is logged in.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "opensuse",
   "id": "opensuse-sys-2",
   "subject": "tools",
   "topic": "system",
   "question": "how many CPU cores does this machine have",
   "follow_up": null,
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     "lscpu",
     "getconf",
     "grep"
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    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
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   },
   "area": "system",
   "answer_kind": "cmd",
   "answer_command": "lscpu | grep '^CPU(s):'",
   "answer_hint": "Displays the number of CPU cores.",
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   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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   "tokens_out": 66,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
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    "Displays the number of CPU cores.",
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   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "opensuse",
   "id": "opensuse-proc-11",
   "subject": "tools",
   "topic": "processes",
   "question": "run backup.sh in the background so it keeps going after I log out",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "nohup",
     "setsid",
     "tmux",
     "screen",
     "disown"
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    "danger": null,
    "kind": "cmd",
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    "must_not": [],
    "not_head": [
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   },
   "area": "processes",
   "answer_kind": "danger",
   "answer_command": "nohup ./backup.sh > backup.log 2>&1 &",
   "answer_hint": "Runs backup.sh in background and saves output to backup.log.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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   "reasked": 0,
   "tokens_out": 75,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
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    "Runs backup.sh in background and saves output to backup.log.",
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   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "opensuse",
   "id": "opensuse-sys-3",
   "subject": "tools",
   "topic": "system",
   "question": "what time zone is this machine in",
   "follow_up": null,
   "expects": {
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     "date",
     "readlink",
     "ls"
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    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "system",
   "answer_kind": "cmd",
   "answer_command": "timedatectl",
   "answer_hint": "Shows the current time zone and system clock settings.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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    [
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    [
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     ""
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    [
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     ""
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    [
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    [
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    [
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   ],
   "whole_ms": 3096,
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   "reasked": 0,
   "tokens_out": 55,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\ttimedatectl",
    "Shows the current time zone and system clock settings.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "opensuse",
   "id": "opensuse-log-11",
   "subject": "tools",
   "topic": "logs",
   "question": "follow the system log as it grows",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "journalctl"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "logs",
   "answer_kind": "cmd",
   "answer_command": "journalctl -f",
   "answer_hint": "Follow the system journal in real-time.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
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     ""
    ],
    [
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     ""
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    [
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     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
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     ""
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    [
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     true,
     ""
    ],
    [
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     ""
    ],
    [
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   ],
   "whole_ms": 3417,
   "ready_ms": 2204,
   "reasked": 0,
   "tokens_out": 51,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tjournalctl -f",
    "Follow the system journal in real-time.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "opensuse",
   "id": "opensuse-pkg-11",
   "subject": "tools",
   "topic": "packages",
   "question": "list every installed package",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "rpm",
     "zypper"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo",
     "apt",
     "apt-get",
     "apt-cache",
     "dpkg",
     "pacman",
     "xbps-\\w+",
     "brew",
     "dnf",
     "yum"
    ]
   },
   "area": "packages",
   "answer_kind": "cmd",
   "answer_command": "zypper se --installed-only",
   "answer_hint": "Lists all installed packages using zypper.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
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     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
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     ""
    ],
    [
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     ""
    ],
    [
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     ""
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    [
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   ],
   "whole_ms": 3698,
   "ready_ms": 1826,
   "reasked": 0,
   "tokens_out": 68,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
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    "Lists all installed packages using zypper.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "opensuse",
   "id": "opensuse-svc-11",
   "subject": "tools",
   "topic": "services",
   "question": "list the services enabled at boot",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "systemctl"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo",
     "sv"
    ]
   },
   "area": "services",
   "answer_kind": "cmd",
   "answer_command": "systemctl list-unit-files --type=service --state=enabled",
   "answer_hint": "Lists all service units that are enabled to start at boot.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
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     ""
    ],
    [
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     ""
    ],
    [
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     ""
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    [
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     true,
     ""
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    [
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     ""
    ],
    [
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     ""
    ],
    [
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     ""
    ],
    [
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   ],
   "whole_ms": 4798,
   "ready_ms": 2693,
   "reasked": 0,
   "tokens_out": 81,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tsystemctl list-unit-files --type=service --state=enabled",
    "Lists all service units that are enabled to start at boot.",
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   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-26b-a4b",
   "machine": "mini-pc",
   "model": "gemma4-26b-a4b",
   "os": "opensuse",
   "id": "spark-03",
   "subject": "core",
   "topic": "spark",
   "question": "turn off the scanner and the colours at my prompt",
   "follow_up": null,
   "expects": {
    "first_command_any": [
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    "danger": null,
    "kind": null,
    "spark_verb": [
     "look"
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    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "spark look",
   "answer_kind": "cmd",
   "answer_command": "spark look off && spark keys off",
   "answer_hint": "Turns off the visual look and the extra shell keys.",
   "pass": true,
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  },
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   "run": "mini-pc/gemma4-e4b",
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   "id": "deb-pkg-1",
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   "question": "install htop",
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   },
   "area": "packages",
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  },
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   "run": "mini-pc/gemma4-e4b",
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   "os": "debian",
   "id": "deb-pkg-2",
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   "topic": "packages",
   "question": "is nginx installed",
   "follow_up": null,
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    "first_command_any": [
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   },
   "area": "packages",
   "answer_kind": "cmd",
   "answer_command": "apt-get list --installed | grep nginx",
   "answer_hint": "The apt-get manual has no command list -- check it before Enter.",
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   "failed_rule": "head",
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    [
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     "apt-get: --installed not in its help"
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   },
   "area": "packages",
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   "rules": [
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   "raw_first": null,
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   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
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   "question": "upgrade every package",
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   },
   "area": "packages",
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   "failed_rule": null,
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   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "debian",
   "id": "deb-pkg-6",
   "subject": "tools",
   "topic": "packages",
   "question": "which package owns /usr/bin/curl",
   "follow_up": null,
   "expects": {
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     "dpkg-query"
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    "kind": "cmd",
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   },
   "area": "packages",
   "answer_kind": "cmd",
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   "warned": false,
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  {
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   "question": "list the services that failed",
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   "answer_kind": "cmd",
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   "tokens_out": 53,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
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   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
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   "model": "gemma4-e4b",
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   "subject": "tools",
   "topic": "services",
   "question": "start nginx at every boot",
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    "not_head": [
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   "tokens_out": 47,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
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    "proof\tsystemctl is-enabled nginx"
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   "raw_first": null,
   "split": "dev",
   "rc": 0,
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  {
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   "model": "gemma4-e4b",
   "os": "debian",
   "id": "deb-log-3",
   "subject": "tools",
   "topic": "logs",
   "question": "show the log of the ssh service since yesterday",
   "follow_up": null,
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   "area": "logs",
   "answer_kind": "cmd",
   "answer_command": "journalctl -u sshd.service --since \"yesterday\"",
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   "raw_first": null,
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   "rc": 0,
   "warned": false,
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  },
  {
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   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "debian",
   "id": "deb-disk-1",
   "subject": "tools",
   "topic": "disks",
   "question": "how much space is left on each disk",
   "follow_up": null,
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    "danger": false,
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    "not_head": [
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   },
   "area": "disks",
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   "failed_rule": null,
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   "warned": false,
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  {
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   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "debian",
   "id": "deb-disk-2",
   "subject": "tools",
   "topic": "disks",
   "question": "list the block devices and their partitions",
   "follow_up": null,
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   },
   "area": "disks",
   "answer_kind": "cmd",
   "answer_command": "lsblk",
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   "failed_rule": null,
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   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
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   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
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  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "debian",
   "id": "deb-disk-3",
   "subject": "tools",
   "topic": "disks",
   "question": "which folders here use the most space",
   "follow_up": null,
   "expects": {
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    "spark_verb": null,
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    "not_head": [
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   },
   "area": "disks",
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   "answer_hint": "Shows the disk usage of each folder in the current directory, sorted by size.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
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   "raw_first": null,
   "split": "dev",
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   "warned": false,
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  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "debian",
   "id": "deb-net-1",
   "subject": "tools",
   "topic": "network",
   "question": "what is my ip address",
   "follow_up": null,
   "expects": {
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    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
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    "not_head": [
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   },
   "area": "network",
   "answer_kind": "cmd",
   "answer_command": "ip a | grep inet",
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   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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   "reasked": 0,
   "tokens_out": 57,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
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   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "debian",
   "id": "deb-net-2",
   "subject": "tools",
   "topic": "network",
   "question": "which process is listening on port 8080",
   "follow_up": null,
   "expects": {
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    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
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   },
   "area": "network",
   "answer_kind": "cmd",
   "answer_command": "lsof -i :8080",
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   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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   "rc": 0,
   "warned": false,
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   "answer_command": "apt-get install netcat",
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   "rc": 0,
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  },
  {
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   "question": "delete every .tmp file in this folder",
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   "raw": [
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   "question": "make deploy.sh executable",
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    "proof\tgroups"
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   "warned": false,
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  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
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   "os": "debian",
   "id": "deb-user-2",
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   "topic": "users",
   "question": "add a user named alice with a home directory",
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    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
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   },
   "area": "users",
   "answer_kind": "danger",
   "answer_command": "useradd -m alice",
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   "rules": [
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   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
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    "proof\tid alice"
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   "rc": 0,
   "warned": false,
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  },
  {
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   "os": "debian",
   "id": "deb-proc-1",
   "subject": "tools",
   "topic": "processes",
   "question": "kill the process named firefox",
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     "killall",
     "kill"
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    "danger": true,
    "kind": "cmd",
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    "must_not": []
   },
   "area": "processes",
   "answer_kind": "danger",
   "answer_command": "pkill firefox",
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   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
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    "proof\tpgrep firefox"
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  },
  {
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   "model": "gemma4-e4b",
   "os": "debian",
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   "topic": "processes",
   "question": "which processes use the most memory",
   "follow_up": null,
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    "kind": "cmd",
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    "must_not": [],
    "not_head": [
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   },
   "area": "processes",
   "answer_kind": "cmd",
   "answer_command": "ps aux --sort=-%mem | head -n 10",
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   "rules": [
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   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
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    "Shows the top 10 processes consuming the most memory.",
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   "raw_first": null,
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   "rc": 0,
   "warned": false,
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  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "debian",
   "id": "deb-proc-3",
   "subject": "tools",
   "topic": "processes",
   "question": "how long has this machine been up",
   "follow_up": null,
   "expects": {
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    "danger": false,
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    "not_head": [
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   },
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   "answer_kind": "cmd",
   "answer_command": "uptime",
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   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
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    "proof\tuptime"
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   "rc": 0,
   "warned": false,
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  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "debian",
   "id": "deb-svc-1",
   "subject": "tools",
   "topic": "services",
   "question": "is the ssh service running",
   "follow_up": null,
   "expects": {
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    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sv"
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   },
   "area": "services",
   "answer_kind": "cmd",
   "answer_command": "systemctl status ssh",
   "answer_hint": "Check the status of the ssh service.",
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   "failed_rule": null,
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   "rules": [
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   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
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    "proof\tsystemctl is-active ssh"
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   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
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  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
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   "os": "debian",
   "id": "deb-svc-2",
   "subject": "tools",
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   "question": "restart the ssh service",
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   "expects": {
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    "kind": "cmd",
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    "not_head": [
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   },
   "area": "services",
   "answer_kind": "danger",
   "answer_command": "systemctl restart ssh",
   "answer_hint": "Restarts the SSH service on the system.",
   "pass": true,
   "failed_rule": null,
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   "rules": [
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   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
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    "proof\tsystemctl is-active ssh"
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   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
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  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "debian",
   "id": "deb-log-1",
   "subject": "tools",
   "topic": "logs",
   "question": "show the kernel messages since boot",
   "follow_up": null,
   "expects": {
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     "dmesg",
     "journalctl"
    ],
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    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "logs",
   "answer_kind": "cmd",
   "answer_command": "journalctl -b -k",
   "answer_hint": "Show kernel messages since the current boot.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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    [
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   "reasked": 0,
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   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
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    "Show kernel messages since the current boot.",
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   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "debian",
   "id": "deb-log-2",
   "subject": "tools",
   "topic": "logs",
   "question": "show the last 50 lines of the system log",
   "follow_up": null,
   "expects": {
    "first_command_any": [
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    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
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   },
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   "answer_kind": "cmd",
   "answer_command": "journalctl -n 50",
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   "raw_first": null,
   "split": "dev",
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   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
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   "id": "deb-init",
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   "topic": "services",
   "question": "which init system does this machine use",
   "follow_up": null,
   "expects": {
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    "danger": false,
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   },
   "area": "services",
   "answer_kind": "answer",
   "answer_command": "",
   "answer_hint": "This machine uses systemd as its init system, which is standard for modern Debian installations.",
   "pass": true,
   "failed_rule": null,
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   "rules": [
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   "tokens_out": 43,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
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    ""
   ],
   "raw_first": null,
   "split": "dev",
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   "warned": false,
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  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "debian",
   "id": "deb-app-1",
   "subject": "tools",
   "topic": "apps",
   "question": "open report.pdf in the default viewer",
   "follow_up": null,
   "expects": {
    "first_command_any": [
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    ],
    "danger": false,
    "kind": "cmd",
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    "not_head": [
     "sudo"
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   },
   "area": "apps",
   "answer_kind": "cmd",
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   "pass": true,
   "failed_rule": null,
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   "rules": [
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     ""
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     ""
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     ""
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    [
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     ""
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    [
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     ""
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   "reasked": 0,
   "tokens_out": 56,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
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    "proof\tls -l report.pdf"
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   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
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  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "debian",
   "id": "deb-app-2",
   "subject": "tools",
   "topic": "apps",
   "question": "edit notes.md in a terminal editor",
   "follow_up": null,
   "expects": {
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     "vi",
     "vim",
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    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "apps",
   "answer_kind": "cmd",
   "answer_command": "nano notes.md",
   "answer_hint": "Opens notes.md in the Nano text editor.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     ""
    ],
    [
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     ""
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    [
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    [
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     ""
    ],
    [
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     ""
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    [
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   "reasked": 1,
   "tokens_out": 54,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tnano notes.md",
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    "proof\tls -l notes.md"
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   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
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  },
  {
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   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "debian",
   "id": "deb-miss-1",
   "subject": "tools",
   "topic": "missing",
   "question": "convert notes.md to a pdf with pandoc",
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    "danger": null,
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     "dnf",
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     "zypper"
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    "must": [
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   },
   "area": "missing",
   "answer_kind": "cmd",
   "answer_command": "apt-get install pandoc",
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   "rules": [
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     ""
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    [
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   "reasked": 1,
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   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
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   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "debian",
   "id": "deb-man-1",
   "subject": "tools",
   "topic": "packages",
   "question": "list the files the curl package installed",
   "follow_up": null,
   "expects": {
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    "danger": false,
    "kind": "cmd",
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     "pacman",
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     "brew",
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     "yum",
     "zypper"
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   },
   "area": "packages",
   "answer_kind": "cmd",
   "answer_command": "dpkg -L curl",
   "answer_hint": "Lists all files installed by the curl package.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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    ],
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    [
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    [
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   "reasked": 0,
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   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
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   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
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  },
  {
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   "model": "gemma4-e4b",
   "os": "debian",
   "id": "deb-man-2",
   "subject": "tools",
   "topic": "packages",
   "question": "show the installed and the candidate version of curl",
   "follow_up": null,
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     "dnf",
     "yum",
     "zypper"
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   },
   "area": "packages",
   "answer_kind": "cmd",
   "answer_command": "apt-get show curl",
   "answer_hint": "The apt-get manual has no command show -- check it before Enter.",
   "pass": false,
   "failed_rule": "head",
   "failed_detail": "apt-get, wanted apt|apt-cache",
   "rules": [
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    [
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     "apt-get, wanted apt|apt-cache"
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    [
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    [
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   "tokens_out": 58,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
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    "The apt-get manual has no command show -- check it before Enter.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": true,
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  },
  {
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   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "debian",
   "id": "deb-pair-1",
   "subject": "tools",
   "topic": "followup",
   "question": "is nginx installed",
   "follow_up": "install it",
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     "apt-get"
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    "kind": "cmd",
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     "yum",
     "zypper"
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   },
   "area": "followup",
   "answer_kind": "danger",
   "answer_command": "apt-get install nginx",
   "answer_hint": "Installs the nginx package using apt-get.",
   "pass": true,
   "failed_rule": null,
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   "rules": [
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   "reasked": 0,
   "tokens_out": 58,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "danger\tapt-get install nginx",
    "Installs the nginx package using apt-get.",
    ""
   ],
   "raw_first": [
    "cmd\tapt-get list --installed | grep nginx",
    "The apt-get manual has no command list -- check it before Enter.",
    ""
   ],
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "debian",
   "id": "deb-pair-2",
   "subject": "tools",
   "topic": "followup",
   "question": "show the log of the ssh service since yesterday",
   "follow_up": "only the errors",
   "expects": {
    "first_command_any": [
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    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "followup",
   "answer_kind": "cmd",
   "answer_command": "journalctl -u sshd.service --since \"yesterday\" --priority err",
   "answer_hint": "Shows only error logs for the sshd service since yesterday.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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    ],
    [
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     ""
    ],
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     ""
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    [
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     ""
    ],
    [
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    ],
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   ],
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   "reasked": 0,
   "tokens_out": 80,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tjournalctl -u sshd.service --since \"yesterday\" --priority err",
    "Shows only error logs for the sshd service since yesterday.",
    ""
   ],
   "raw_first": [
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    "Shows the logs for the sshd service since yesterday.",
    ""
   ],
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "debian",
   "id": "deb-pair-3",
   "subject": "tools",
   "topic": "followup",
   "question": "find files bigger than 1 GB under my home",
   "follow_up": "only the ones changed this week",
   "expects": {
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     "fd",
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    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
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   },
   "area": "followup",
   "answer_kind": "cmd",
   "answer_command": "find . -type f -mtime -7",
   "answer_hint": "Finds files modified in the last 7 days in the current directory.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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    ],
    [
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    ],
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    [
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   "reasked": 0,
   "tokens_out": 69,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
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    "Finds files modified in the last 7 days in the current directory.",
    ""
   ],
   "raw_first": [
    "cmd\tfind ~ -type f -size +1G",
    "Finds files larger than 1 GB in your home directory.",
    ""
   ],
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "debian",
   "id": "deb-dng-1",
   "subject": "tools",
   "topic": "files",
   "question": "delete every .bak file in this folder and its subfolders",
   "follow_up": null,
   "expects": {
    "first_command_any": [
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     "rm",
     "fd",
     "fdfind"
    ],
    "danger": true,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "files",
   "answer_kind": "danger",
   "answer_command": "find . -name \"*.bak\" -type f -delete",
   "answer_hint": "Deletes all files ending in .bak in the current directory and subfolders.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     ""
    ],
    [
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     ""
    ],
    [
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     ""
    ],
    [
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     true,
     ""
    ],
    [
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     ""
    ],
    [
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     true,
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    ],
    [
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    ],
    [
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   ],
   "whole_ms": 3788,
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   "reasked": 0,
   "tokens_out": 74,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "danger\tfind . -name \"*.bak\" -type f -delete",
    "Deletes all files ending in .bak in the current directory and subfolders.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "debian",
   "id": "deb-dng-2",
   "subject": "tools",
   "topic": "disks",
   "question": "write disk.img to the usb stick at /dev/sdb",
   "follow_up": null,
   "expects": {
    "first_command_any": [
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     "cp"
    ],
    "danger": true,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "disks",
   "answer_kind": "danger",
   "answer_command": "dd if=disk.img of=/dev/sdb bs=4M status=progress",
   "answer_hint": "Writes the disk.img file to the USB stick at /dev/sdb.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     true,
     ""
    ],
    [
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     ""
    ],
    [
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     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     ""
    ],
    [
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   ],
   "whole_ms": 3931,
   "ready_ms": 2096,
   "reasked": 0,
   "tokens_out": 78,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "danger\tdd if=disk.img of=/dev/sdb bs=4M status=progress",
    "Writes the disk.img file to the USB stick at /dev/sdb.",
    "proof\tls -l /dev/sdb"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "debian",
   "id": "deb-dng-3",
   "subject": "tools",
   "topic": "processes",
   "question": "run ./build.sh and save its errors in errors.txt",
   "follow_up": null,
   "expects": {
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   },
   "area": "processes",
   "answer_kind": "danger",
   "answer_command": "./build.sh 2> errors.txt",
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   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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   "raw": [
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    ""
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   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
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   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "debian",
   "id": "deb-dng-4",
   "subject": "tools",
   "topic": "services",
   "question": "install the crontab in mycron.txt",
   "follow_up": null,
   "expects": {
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     "crontab"
    ],
    "danger": true,
    "kind": "cmd",
    "spark_verb": null,
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   },
   "area": "services",
   "answer_kind": "danger",
   "answer_command": "crontab -u mycron.txt",
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   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     ""
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    [
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     ""
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     ""
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    [
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   "reasked": 0,
   "tokens_out": 59,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
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   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "debian",
   "id": "deb-ro-1",
   "subject": "tools",
   "topic": "processes",
   "question": "show only the first 10 processes",
   "follow_up": null,
   "expects": {
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     "top",
     "head"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "processes",
   "answer_kind": "cmd",
   "answer_command": "ps -eo pid,comm | head -n 11",
   "answer_hint": "Shows the first 10 processes along with their PID and command.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     ""
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     ""
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     ""
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    [
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   "reasked": 0,
   "tokens_out": 74,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
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    "Shows the first 10 processes along with their PID and command.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "debian",
   "id": "deb-ro-2",
   "subject": "tools",
   "topic": "users",
   "question": "which groups is the user alice in",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "groups",
     "id"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "users",
   "answer_kind": "cmd",
   "answer_command": "groups alice",
   "answer_hint": "Shows the groups the user alice belongs to.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
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     ""
    ],
    [
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     ""
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     true,
     ""
    ],
    [
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     ""
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    [
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     ""
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   "reasked": 0,
   "tokens_out": 47,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tgroups alice",
    "Shows the groups the user alice belongs to.",
    "proof\tgroups alice"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "debian",
   "id": "deb-file-11",
   "subject": "tools",
   "topic": "files",
   "question": "count the lines in every .py file here",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "wc",
     "find",
     "cat"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "files",
   "answer_kind": "cmd",
   "answer_command": "find . -name \"*.py\" -print0 | xargs -0 wc -l",
   "answer_hint": "Counts the lines in every .py file in the current directory.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     ""
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    [
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     ""
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     ""
    ],
    [
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     ""
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    [
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   "reasked": 0,
   "tokens_out": 85,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
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    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "debian",
   "id": "deb-file-12",
   "subject": "tools",
   "topic": "files",
   "question": "pack the folder photos into photos.tar.gz",
   "follow_up": null,
   "expects": {
    "first_command_any": [
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    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "files",
   "answer_kind": "danger",
   "answer_command": "tar -czf photos.tar.gz photos/",
   "answer_hint": "Compresses the 'photos' folder into 'photos.tar.gz'.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     ""
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    [
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     ""
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    [
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   "reasked": 0,
   "tokens_out": 68,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "danger\ttar -czf photos.tar.gz photos/",
    "Compresses the 'photos' folder into 'photos.tar.gz'.",
    "proof\tls -l photos.tar.gz"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "debian",
   "id": "deb-file-13",
   "subject": "tools",
   "topic": "files",
   "question": "unpack backup.tar.gz here",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "tar"
    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "files",
   "answer_kind": "danger",
   "answer_command": "tar -xzf backup.tar.gz",
   "answer_hint": "Extracts the contents of backup.tar.gz into the current directory.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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   "tokens_out": 53,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "danger\ttar -xzf backup.tar.gz",
    "Extracts the contents of backup.tar.gz into the current directory.",
    "proof\tls -l"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "debian",
   "id": "deb-file-14",
   "subject": "tools",
   "topic": "files",
   "question": "search every file here for the word TODO",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "grep",
     "rg"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "files",
   "answer_kind": "cmd",
   "answer_command": "rg TODO",
   "answer_hint": "Recursively search for the word TODO in all files in the current directory.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
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     true,
     ""
    ],
    [
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    [
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    ],
    [
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   "whole_ms": 2807,
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   "reasked": 0,
   "tokens_out": 53,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\trg TODO",
    "Recursively search for the word TODO in all files in the current directory.",
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   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "debian",
   "id": "deb-net-11",
   "subject": "tools",
   "topic": "network",
   "question": "download https://example.com/file.iso",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "curl",
     "wget"
    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "network",
   "answer_kind": "cmd",
   "answer_command": "wget https://example.com/file.iso",
   "answer_hint": "Downloads a file from the specified URL.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     ""
    ],
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     ""
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    ],
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   "whole_ms": 2687,
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   "reasked": 0,
   "tokens_out": 50,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\twget https://example.com/file.iso",
    "Downloads a file from the specified URL.",
    "proof\tls -l file.iso"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "debian",
   "id": "deb-net-12",
   "subject": "tools",
   "topic": "network",
   "question": "show the DNS records of example.com",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "dig",
     "host",
     "nslookup"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "network",
   "answer_kind": "cmd",
   "answer_command": "dig example.com",
   "answer_hint": "Performs a DNS lookup for example.com using the dig utility.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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   ],
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   "reasked": 0,
   "tokens_out": 48,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tdig example.com",
    "Performs a DNS lookup for example.com using the dig utility.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "debian",
   "id": "deb-net-13",
   "subject": "tools",
   "topic": "network",
   "question": "copy notes.txt to the machine at 192.0.2.10",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "scp",
     "rsync"
    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "network",
   "answer_kind": "danger",
   "answer_command": "scp notes.txt user@192.0.2.10:/tmp/",
   "answer_hint": "Securely copy notes.txt to the remote machine at 192.0.2.10.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
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     true,
     ""
    ],
    [
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     true,
     ""
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     ""
    ],
    [
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     ""
    ],
    [
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    ],
    [
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   ],
   "whole_ms": 3836,
   "ready_ms": 1879,
   "reasked": 0,
   "tokens_out": 74,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "danger\tscp notes.txt user@192.0.2.10:/tmp/",
    "Securely copy notes.txt to the remote machine at 192.0.2.10.",
    "proof\tls -l notes.txt"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "debian",
   "id": "deb-sys-1",
   "subject": "tools",
   "topic": "system",
   "question": "which kernel version is this",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "uname"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "system",
   "answer_kind": "cmd",
   "answer_command": "uname -r",
   "answer_hint": "Shows the kernel version running on this machine.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
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     true,
     ""
    ],
    [
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     ""
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     ""
    ],
    [
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     true,
     ""
    ],
    [
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    ],
    [
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    [
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    [
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   ],
   "whole_ms": 2580,
   "ready_ms": 1333,
   "reasked": 0,
   "tokens_out": 49,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tuname -r",
    "Shows the kernel version running on this machine.",
    "proof\tuname -r"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "debian",
   "id": "deb-user-11",
   "subject": "tools",
   "topic": "users",
   "question": "who is logged in right now",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "who",
     "w",
     "users"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "users",
   "answer_kind": "cmd",
   "answer_command": "who",
   "answer_hint": "Show who is logged on and what they are doing.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
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     true,
     ""
    ],
    [
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  },
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   "question": "how many CPU cores does this machine have",
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   "rc": 0,
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  },
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   "question": "run backup.sh in the background so it keeps going after I log out",
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  },
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  },
  {
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     "apt-get: --installed not in its help"
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  },
  {
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   "subject": "core",
   "topic": "spark",
   "question": "turn off the scanner and the colours at my prompt",
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   "answer_kind": "cmd",
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    "must": [
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   "area": "spark model",
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   },
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   },
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  },
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   "id": "spark-07",
   "subject": "core",
   "topic": "spark",
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   },
   "area": "spark update",
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  },
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   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "debian",
   "id": "spark-08",
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    "must": [
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   },
   "area": "spark serve",
   "answer_kind": "cmd",
   "answer_command": "spark serve boot on",
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   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
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   "area": "services",
   "answer_kind": "cmd",
   "answer_command": "systemctl --failed",
   "answer_hint": "List all systemd units that are in a failed state.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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    [
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   "reasked": 0,
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   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
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    ""
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   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
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   "machine": "mini-pc",
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   "os": "arch",
   "id": "arch-svc-4",
   "subject": "tools",
   "topic": "services",
   "question": "start sshd at every boot",
   "follow_up": null,
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    ],
    "danger": null,
    "kind": "cmd",
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    "must_not": [],
    "not_head": [
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   "area": "services",
   "answer_kind": "danger",
   "answer_command": "systemctl enable sshd",
   "answer_hint": "Enables the sshd service to start automatically at boot.",
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   "failed_rule": null,
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   "rules": [
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   "tokens_out": 50,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
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    "Enables the sshd service to start automatically at boot.",
    "proof\tsystemctl is-enabled sshd"
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   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "arch",
   "id": "arch-disk-1",
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   "topic": "disks",
   "question": "how much space is left on each disk",
   "follow_up": null,
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    "danger": false,
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     "brew",
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   },
   "area": "disks",
   "answer_kind": "cmd",
   "answer_command": "df -h",
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   "failed_rule": null,
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   "rules": [
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   "raw": [
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    ""
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   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "arch",
   "id": "arch-disk-2",
   "subject": "tools",
   "topic": "disks",
   "question": "list the block devices and their partitions",
   "follow_up": null,
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     "blkid",
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    "danger": null,
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     "brew",
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   },
   "area": "disks",
   "answer_kind": "cmd",
   "answer_command": "lsblk",
   "answer_hint": "List information about all available block devices.",
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   "failed_rule": null,
   "failed_detail": null,
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     ""
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    [
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   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
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    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "arch",
   "id": "arch-disk-3",
   "subject": "tools",
   "topic": "disks",
   "question": "which folders here use the most space",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "du",
     "dust",
     "ncdu"
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    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "disks",
   "answer_kind": "cmd",
   "answer_command": "du -sh * | sort -rh",
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   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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   "split": "dev",
   "rc": 0,
   "warned": false,
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  },
  {
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   "model": "gemma4-e4b",
   "os": "arch",
   "id": "arch-net-1",
   "subject": "tools",
   "topic": "network",
   "question": "what is my ip address",
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     "hostname",
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    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
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    "not_head": [
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     "ifconfig"
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   },
   "area": "network",
   "answer_kind": "cmd",
   "answer_command": "ip a",
   "answer_hint": "Shows the IP addresses assigned to the network interfaces.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
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    ""
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   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "arch",
   "id": "arch-net-2",
   "subject": "tools",
   "topic": "network",
   "question": "which process is listening on port 8080",
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    "danger": null,
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    "not_head": [
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   "answer_command": "ss -tuln | grep 8080",
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   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "arch",
   "id": "arch-net-3",
   "subject": "tools",
   "topic": "network",
   "question": "can I reach example.com",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "ping",
     "curl",
     "nc"
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    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "network",
   "answer_kind": "cmd",
   "answer_command": "nc -zv example.com",
   "answer_hint": "nc is not on this machine -- check it before Enter.",
   "pass": false,
   "failed_rule": "exists",
   "failed_detail": "nc: not on arch",
   "rules": [
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     ""
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    [
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     ""
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     false,
     "nc: not on arch"
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    [
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   "tokens_out": 68,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
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    "nc is not on this machine -- check it before Enter.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": true,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "arch",
   "id": "arch-file-1",
   "subject": "tools",
   "topic": "files",
   "question": "find files bigger than 1 GB under my home",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "find",
     "fd",
     "fdfind"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "files",
   "answer_kind": "cmd",
   "answer_command": "find ~ -type f -size +1G",
   "answer_hint": "Finds files larger than 1 GB in your home directory.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
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     true,
     ""
    ],
    [
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     ""
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    [
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     ""
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    [
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     true,
     ""
    ],
    [
     "head",
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     ""
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    [
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     true,
     ""
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    [
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    [
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   "whole_ms": 3437,
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   "reasked": 0,
   "tokens_out": 67,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tfind ~ -type f -size +1G",
    "Finds files larger than 1 GB in your home directory.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "arch",
   "id": "arch-file-2",
   "subject": "tools",
   "topic": "files",
   "question": "delete every .tmp file in this folder",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "rm",
     "find",
     "fd",
     "fdfind"
    ],
    "danger": true,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "files",
   "answer_kind": "danger",
   "answer_command": "rm -f *.tmp",
   "answer_hint": "Deletes all files ending with .tmp in the current directory.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
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    [
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     true,
     ""
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    [
     "head",
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     ""
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    [
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    [
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    [
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   "ready_ms": 1469,
   "reasked": 0,
   "tokens_out": 55,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
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    "Deletes all files ending with .tmp in the current directory.",
    "proof\tls -a"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "arch",
   "id": "arch-file-3",
   "subject": "tools",
   "topic": "files",
   "question": "make deploy.sh executable",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "chmod"
    ],
    "danger": true,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "files",
   "answer_kind": "danger",
   "answer_command": "chmod +x deploy.sh",
   "answer_hint": "Make the deploy.sh script executable.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
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     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
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   ],
   "whole_ms": 2802,
   "ready_ms": 1465,
   "reasked": 0,
   "tokens_out": 54,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "danger\tchmod +x deploy.sh",
    "Make the deploy.sh script executable.",
    "proof\tls -l deploy.sh"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "arch",
   "id": "arch-user-1",
   "subject": "tools",
   "topic": "users",
   "question": "which groups am I in",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "groups",
     "id"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "users",
   "answer_kind": "cmd",
   "answer_command": "groups",
   "answer_hint": "Shows the groups the current user belongs to.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
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     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
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     true,
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    ]
   ],
   "whole_ms": 2419,
   "ready_ms": 1242,
   "reasked": 0,
   "tokens_out": 45,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tgroups",
    "Shows the groups the current user belongs to.",
    "proof\tgroups"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "arch",
   "id": "arch-user-2",
   "subject": "tools",
   "topic": "users",
   "question": "add a user named alice with a home directory",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "useradd"
    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "users",
   "answer_kind": "danger",
   "answer_command": "useradd -m alice",
   "answer_hint": "Adds a new user named alice with a home directory.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
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    "proof\tls -l report.pdf"
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   "question": "edit notes.md in a terminal editor",
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   "raw": [
    "cmd\tpacman -Ql curl",
    "List all files installed by the curl package.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "arch",
   "id": "arch-man-2",
   "subject": "tools",
   "topic": "packages",
   "question": "list the packages nothing depends on anymore",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "pacman"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo",
     "apt",
     "apt-get",
     "apt-cache",
     "dpkg",
     "xbps-\\w+",
     "brew",
     "dnf",
     "yum"
    ]
   },
   "area": "packages",
   "answer_kind": "cmd",
   "answer_command": "pacman -Qkk",
   "answer_hint": "Check for packages that are not required by any other installed package.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
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     true,
     ""
    ],
    [
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     ""
    ],
    [
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     ""
    ],
    [
     "danger",
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     ""
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    [
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     ""
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    [
     "exists",
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    [
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     ""
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    [
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   ],
   "whole_ms": 3288,
   "ready_ms": 1770,
   "reasked": 0,
   "tokens_out": 57,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tpacman -Qkk",
    "Check for packages that are not required by any other installed package.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "arch",
   "id": "arch-pair-1",
   "subject": "tools",
   "topic": "followup",
   "question": "search the packages for a pdf viewer",
   "follow_up": "only the installed ones",
   "expects": {
    "first_command_any": [
     "pacman"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo",
     "apt",
     "apt-get",
     "apt-cache",
     "dpkg",
     "xbps-\\w+",
     "brew",
     "dnf",
     "yum"
    ]
   },
   "area": "followup",
   "answer_kind": "cmd",
   "answer_command": "pacman -Qs pdf viewer",
   "answer_hint": "Search installed packages for 'pdf viewer'.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
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     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
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    [
     "answered",
     true,
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   ],
   "whole_ms": 3464,
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   "reasked": 0,
   "tokens_out": 55,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tpacman -Qs pdf viewer",
    "Search installed packages for 'pdf viewer'.",
    ""
   ],
   "raw_first": [
    "cmd\tpacman -Ss pdf viewer",
    "Search the pacman repositories for packages matching 'pdf viewer'.",
    ""
   ],
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "arch",
   "id": "arch-pair-2",
   "subject": "tools",
   "topic": "followup",
   "question": "is the sshd service running",
   "follow_up": "restart it",
   "expects": {
    "first_command_any": [
     "systemctl"
    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sv"
    ]
   },
   "area": "followup",
   "answer_kind": "danger",
   "answer_command": "systemctl restart sshd",
   "answer_hint": "Restarts the sshd service.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
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     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
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     ""
    ],
    [
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   ],
   "whole_ms": 3238,
   "ready_ms": 1987,
   "reasked": 0,
   "tokens_out": 51,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "danger\tsystemctl restart sshd",
    "Restarts the sshd service.",
    "proof\tsystemctl status sshd"
   ],
   "raw_first": [
    "cmd\tsystemctl status sshd",
    "Check the status of the sshd service.",
    "proof\tsystemctl is-active sshd"
   ],
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "arch",
   "id": "arch-pair-3",
   "subject": "tools",
   "topic": "followup",
   "question": "which processes use the most memory",
   "follow_up": "only the top 5",
   "expects": {
    "first_command_any": [
     "ps",
     "top",
     "htop",
     "btop"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "followup",
   "answer_kind": "cmd",
   "answer_command": "ps aux --sort=-rss | head -n 6",
   "answer_hint": "Shows the top 5 processes consuming the most memory.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
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     ""
    ],
    [
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     true,
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    ],
    [
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     ""
    ],
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   ],
   "whole_ms": 3778,
   "ready_ms": 2021,
   "reasked": 0,
   "tokens_out": 69,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tps aux --sort=-rss | head -n 6",
    "Shows the top 5 processes consuming the most memory.",
    ""
   ],
   "raw_first": [
    "cmd\tps aux --sort=-rss | head -n 10",
    "Shows the top 10 processes consuming the most memory.",
    ""
   ],
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "arch",
   "id": "arch-dng-1",
   "subject": "tools",
   "topic": "files",
   "question": "delete every .bak file in this folder and its subfolders",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "find",
     "rm",
     "fd",
     "fdfind"
    ],
    "danger": true,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "files",
   "answer_kind": "danger",
   "answer_command": "find . -type f -name \"*.bak\" -delete",
   "answer_hint": "Deletes all files ending in .bak in the current directory and subfolders.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
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     true,
     ""
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    [
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     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
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    ],
    [
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    ],
    [
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    [
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   ],
   "whole_ms": 3788,
   "ready_ms": 1861,
   "reasked": 0,
   "tokens_out": 74,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "danger\tfind . -type f -name \"*.bak\" -delete",
    "Deletes all files ending in .bak in the current directory and subfolders.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "arch",
   "id": "arch-dng-2",
   "subject": "tools",
   "topic": "disks",
   "question": "write disk.img to the usb stick at /dev/sdb",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "dd",
     "cp"
    ],
    "danger": true,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "disks",
   "answer_kind": "danger",
   "answer_command": "dd if=disk.img of=/dev/sdb bs=4M status=progress",
   "answer_hint": "Writes disk.img to the USB stick at /dev/sdb.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
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     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
     "answered",
     true,
     ""
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   ],
   "whole_ms": 3842,
   "ready_ms": 2097,
   "reasked": 0,
   "tokens_out": 76,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "danger\tdd if=disk.img of=/dev/sdb bs=4M status=progress",
    "Writes disk.img to the USB stick at /dev/sdb.",
    "proof\tls -l /dev/sdb"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "arch",
   "id": "arch-dng-3",
   "subject": "tools",
   "topic": "processes",
   "question": "run ./build.sh and save its errors in errors.txt",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "build.sh",
     "sh",
     "bash"
    ],
    "danger": true,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "processes",
   "answer_kind": "danger",
   "answer_command": "./build.sh 2> errors.txt",
   "answer_hint": "Runs build.sh and redirects standard error to errors.txt.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
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     ""
    ],
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     true,
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    ],
    [
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     true,
     ""
    ],
    [
     "head",
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     ""
    ],
    [
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    [
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   ],
   "whole_ms": 3127,
   "ready_ms": 1649,
   "reasked": 0,
   "tokens_out": 60,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "danger\t./build.sh 2> errors.txt",
    "Runs build.sh and redirects standard error to errors.txt.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "arch",
   "id": "arch-dng-4",
   "subject": "tools",
   "topic": "services",
   "question": "install the crontab in mycron.txt",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "crontab"
    ],
    "danger": true,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "services",
   "answer_kind": "danger",
   "answer_command": "crontab mycron.txt",
   "answer_hint": "Installs the crontab from the specified file.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
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    ]
   ],
   "whole_ms": 3295,
   "ready_ms": 1870,
   "reasked": 0,
   "tokens_out": 57,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "danger\tcrontab mycron.txt",
    "Installs the crontab from the specified file.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "arch",
   "id": "arch-ro-1",
   "subject": "tools",
   "topic": "processes",
   "question": "show only the first 10 processes",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "ps",
     "top",
     "head"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "processes",
   "answer_kind": "cmd",
   "answer_command": "ps -eo pid,comm | head -n 11",
   "answer_hint": "Shows the first 10 processes along with their PID and command name.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
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     true,
     ""
    ]
   ],
   "whole_ms": 3797,
   "ready_ms": 1828,
   "reasked": 0,
   "tokens_out": 75,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tps -eo pid,comm | head -n 11",
    "Shows the first 10 processes along with their PID and command name.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "arch",
   "id": "arch-ro-2",
   "subject": "tools",
   "topic": "users",
   "question": "which groups is the user alice in",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "groups",
     "id"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "users",
   "answer_kind": "cmd",
   "answer_command": "groups alice",
   "answer_hint": "Shows the groups the user alice belongs to.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
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    ]
   ],
   "whole_ms": 2506,
   "ready_ms": 1303,
   "reasked": 0,
   "tokens_out": 47,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tgroups alice",
    "Shows the groups the user alice belongs to.",
    "proof\tgroups alice"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "arch",
   "id": "arch-file-11",
   "subject": "tools",
   "topic": "files",
   "question": "count the lines in every .py file here",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "wc",
     "find",
     "cat"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "files",
   "answer_kind": "cmd",
   "answer_command": "find . -name \"*.py\" -print0 | xargs -0 wc -l",
   "answer_hint": "Counts the lines in every .py file in the current directory.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
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     true,
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    ],
    [
     "flags",
     true,
     ""
    ],
    [
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   ],
   "whole_ms": 3754,
   "ready_ms": 2099,
   "reasked": 0,
   "tokens_out": 74,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tfind . -name \"*.py\" -print0 | xargs -0 wc -l",
    "Counts the lines in every .py file in the current directory.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "arch",
   "id": "arch-file-12",
   "subject": "tools",
   "topic": "files",
   "question": "pack the folder photos into photos.tar.gz",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "tar"
    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "files",
   "answer_kind": "danger",
   "answer_command": "tar -czf photos.tar.gz photos",
   "answer_hint": "Compresses the 'photos' folder into 'photos.tar.gz'.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
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     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
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    ],
    [
     "flags",
     true,
     ""
    ],
    [
     "answered",
     true,
     ""
    ]
   ],
   "whole_ms": 3476,
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   "reasked": 0,
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   "question": "unpack backup.tar.gz here",
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   "subject": "tools",
   "topic": "network",
   "question": "show the DNS records of example.com",
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  },
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  },
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   "os": "arch",
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   },
   "area": "system",
   "answer_kind": "cmd",
   "answer_command": "uname -r",
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    "proof\tuname -r"
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  },
  {
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   "os": "arch",
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   "topic": "users",
   "question": "who is logged in right now",
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   },
   "area": "users",
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   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
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  },
  {
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   "os": "arch",
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   "question": "how many CPU cores does this machine have",
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    "danger": false,
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   },
   "area": "system",
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   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
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  },
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   "os": "arch",
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   "subject": "tools",
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   "question": "run backup.sh in the background so it keeps going after I log out",
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   },
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  {
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   "question": "what time zone is this machine in",
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    "danger": false,
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   },
   "area": "system",
   "answer_kind": "answer",
   "answer_command": "",
   "answer_hint": "I do not have direct access to the system's time zone information, but you can check it with the 'timedatectl' command.",
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   "failed_rule": "kind",
   "failed_detail": "wanted cmd, got answer",
   "rules": [
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   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
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   ],
   "raw_first": null,
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  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "arch",
   "id": "arch-log-11",
   "subject": "tools",
   "topic": "logs",
   "question": "follow the system log as it grows",
   "follow_up": null,
   "expects": {
    "first_command_any": [
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    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "logs",
   "answer_kind": "cmd",
   "answer_command": "journalctl -f",
   "answer_hint": "Follow the system journal log in real-time.",
   "pass": true,
   "failed_rule": null,
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   "rules": [
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     ""
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   "reasked": 0,
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   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
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    ""
   ],
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   "split": "dev",
   "rc": 0,
   "warned": false,
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  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "arch",
   "id": "arch-pkg-11",
   "subject": "tools",
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   "question": "list every installed package",
   "follow_up": null,
   "expects": {
    "first_command_any": [
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    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
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     "apt",
     "apt-get",
     "apt-cache",
     "dpkg",
     "xbps-\\w+",
     "brew",
     "dnf",
     "yum"
    ]
   },
   "area": "packages",
   "answer_kind": "cmd",
   "answer_command": "pacman -Q",
   "answer_hint": "Lists every installed package on the system.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     ""
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     true,
     ""
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    [
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   "reasked": 0,
   "tokens_out": 50,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tpacman -Q",
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    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "arch",
   "id": "arch-svc-11",
   "subject": "tools",
   "topic": "services",
   "question": "list the services enabled at boot",
   "follow_up": null,
   "expects": {
    "first_command_any": [
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    ],
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   "area": "packages",
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   "question": "is nginx installed",
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   "area": "packages",
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    "cmd\txbps-query -R nginx",
    "Checks if the nginx package is installed on the system.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "void",
   "id": "void-pkg-3",
   "subject": "tools",
   "topic": "packages",
   "question": "search the packages for a pdf viewer",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "xbps-query"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo",
     "apt",
     "apt-get",
     "apt-cache",
     "dpkg",
     "pacman",
     "brew",
     "dnf",
     "yum"
    ]
   },
   "area": "packages",
   "answer_kind": "cmd",
   "answer_command": "xbps-query -l | grep -i pdf",
   "answer_hint": "Searches installed packages for 'pdf' in their name or description.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
     "answered",
     true,
     ""
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   ],
   "whole_ms": 3543,
   "ready_ms": 1715,
   "reasked": 0,
   "tokens_out": 70,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\txbps-query -l | grep -i pdf",
    "Searches installed packages for 'pdf' in their name or description.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "void",
   "id": "void-pkg-4",
   "subject": "tools",
   "topic": "packages",
   "question": "remove the package cowsay",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "xbps-remove"
    ],
    "danger": true,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "apt",
     "apt-get",
     "apt-cache",
     "dpkg",
     "pacman",
     "brew",
     "dnf",
     "yum"
    ]
   },
   "area": "packages",
   "answer_kind": "danger",
   "answer_command": "xbps-remove cowsay",
   "answer_hint": "Removes the cowsay package from the system.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
     "answered",
     true,
     ""
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   ],
   "whole_ms": 3346,
   "ready_ms": 1814,
   "reasked": 0,
   "tokens_out": 58,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "danger\txbps-remove cowsay",
    "Removes the cowsay package from the system.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "void",
   "id": "void-pkg-5",
   "subject": "tools",
   "topic": "packages",
   "question": "upgrade every package",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "xbps-install"
    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "apt",
     "apt-get",
     "apt-cache",
     "dpkg",
     "pacman",
     "brew",
     "dnf",
     "yum"
    ]
   },
   "area": "packages",
   "answer_kind": "cmd",
   "answer_command": "xbps-install -u",
   "answer_hint": "Updates all installed packages on the system.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
     "answered",
     true,
     ""
    ]
   ],
   "whole_ms": 2787,
   "ready_ms": 1454,
   "reasked": 0,
   "tokens_out": 54,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\txbps-install -u",
    "Updates all installed packages on the system.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "void",
   "id": "void-pkg-6",
   "subject": "tools",
   "topic": "packages",
   "question": "which package owns /usr/bin/curl",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "xbps-query",
     "xlocate"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo",
     "apt",
     "apt-get",
     "apt-cache",
     "dpkg",
     "pacman",
     "brew",
     "dnf",
     "yum"
    ]
   },
   "area": "packages",
   "answer_kind": "cmd",
   "answer_command": "xbps-query -l /usr/bin/curl",
   "answer_hint": "Lists the package that owns the specified file.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
     "answered",
     true,
     ""
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   ],
   "whole_ms": 5673,
   "ready_ms": 4178,
   "reasked": 1,
   "tokens_out": 59,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\txbps-query -l /usr/bin/curl",
    "Lists the package that owns the specified file.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "void",
   "id": "void-pkg-7",
   "subject": "tools",
   "topic": "packages",
   "question": "remove the packages nothing needs anymore",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "xbps-remove"
    ],
    "danger": true,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "apt",
     "apt-get",
     "apt-cache",
     "dpkg",
     "pacman",
     "brew",
     "dnf",
     "yum"
    ]
   },
   "area": "packages",
   "answer_kind": "danger",
   "answer_command": "xbps-remove $(xbps-query -e package --installed)",
   "answer_hint": "Removes all installed packages on the system.",
   "pass": false,
   "failed_rule": "flags",
   "failed_detail": "xbps-query: -e --installed not in its help",
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     false,
     "xbps-query: -e --installed not in its help"
    ],
    [
     "answered",
     true,
     ""
    ]
   ],
   "whole_ms": 3359,
   "ready_ms": 1840,
   "reasked": 0,
   "tokens_out": 66,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "danger\txbps-remove $(xbps-query -e package --installed)",
    "Removes all installed packages on the system.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "void",
   "id": "void-svc-3",
   "subject": "tools",
   "topic": "services",
   "question": "start sshd at every boot",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "ln"
    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "systemctl",
     "journalctl",
     "service"
    ]
   },
   "area": "services",
   "answer_kind": "cmd",
   "answer_command": "ln -s /etc/sv/sshd /var/service/",
   "answer_hint": "Links the sshd service to start automatically at boot.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
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   ],
   "whole_ms": 3612,
   "ready_ms": 2167,
   "reasked": 0,
   "tokens_out": 64,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tln -s /etc/sv/sshd /var/service/",
    "Links the sshd service to start automatically at boot.",
    "proof\tls /var/service/"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "void",
   "id": "void-svc-4",
   "subject": "tools",
   "topic": "services",
   "question": "stop nginx from starting at boot",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "rm",
     "unlink",
     "touch"
    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "systemctl",
     "journalctl",
     "service"
    ]
   },
   "area": "services",
   "answer_kind": "danger",
   "answer_command": "ln -s /etc/sv/nginx /var/service/nginx",
   "answer_hint": "This command is for macOS; use 'rm /var/service/nginx' to stop nginx from\u2026",
   "pass": false,
   "failed_rule": "head",
   "failed_detail": "ln, wanted rm|unlink|touch",
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "head",
     false,
     "ln, wanted rm|unlink|touch"
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
     "answered",
     true,
     ""
    ]
   ],
   "whole_ms": 4076,
   "ready_ms": 2066,
   "reasked": 0,
   "tokens_out": 78,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "danger\tln -s /etc/sv/nginx /var/service/nginx",
    "This command is for macOS; use 'rm /var/service/nginx' to stop nginx from\u2026",
    "proof\tls /var/service"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "void",
   "id": "void-svc-5",
   "subject": "tools",
   "topic": "services",
   "question": "list the services that are running",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "sv",
     "ls"
    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "systemctl",
     "journalctl",
     "service"
    ]
   },
   "area": "services",
   "answer_kind": "cmd",
   "answer_command": "ls /var/service/",
   "answer_hint": "Lists the services that are currently linked and running.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
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    ],
    [
     "answered",
     true,
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   ],
   "whole_ms": 2832,
   "ready_ms": 1436,
   "reasked": 0,
   "tokens_out": 54,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tls /var/service/",
    "Lists the services that are currently linked and running.",
    "proof\tls /var/service/"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "void",
   "id": "void-disk-1",
   "subject": "tools",
   "topic": "disks",
   "question": "how much space is left on each disk",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "df"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo",
     "apt",
     "apt-get",
     "apt-cache",
     "dpkg",
     "pacman",
     "brew",
     "dnf",
     "yum"
    ]
   },
   "area": "disks",
   "answer_kind": "cmd",
   "answer_command": "df -h",
   "answer_hint": "Shows disk space usage for all mounted filesystems.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
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     ""
    ],
    [
     "answered",
     true,
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   ],
   "whole_ms": 2502,
   "ready_ms": 1384,
   "reasked": 0,
   "tokens_out": 46,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tdf -h",
    "Shows disk space usage for all mounted filesystems.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "void",
   "id": "void-disk-2",
   "subject": "tools",
   "topic": "disks",
   "question": "list the block devices and their partitions",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "lsblk",
     "fdisk",
     "blkid",
     "parted"
    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "apt",
     "apt-get",
     "apt-cache",
     "dpkg",
     "pacman",
     "brew",
     "dnf",
     "yum"
    ]
   },
   "area": "disks",
   "answer_kind": "cmd",
   "answer_command": "lsblk",
   "answer_hint": "Lists block devices and their partitions.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
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    ],
    [
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   ],
   "whole_ms": 2436,
   "ready_ms": 1308,
   "reasked": 0,
   "tokens_out": 45,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tlsblk",
    "Lists block devices and their partitions.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "void",
   "id": "void-disk-3",
   "subject": "tools",
   "topic": "disks",
   "question": "which folders here use the most space",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "du",
     "dust",
     "ncdu"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "disks",
   "answer_kind": "cmd",
   "answer_command": "du -sh * | sort -rh",
   "answer_hint": "Shows the disk usage of each folder in the current directory, sorted by size.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
     "answered",
     true,
     ""
    ]
   ],
   "whole_ms": 3152,
   "ready_ms": 1577,
   "reasked": 0,
   "tokens_out": 61,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tdu -sh * | sort -rh",
    "Shows the disk usage of each folder in the current directory, sorted by size.",
    "proof\tdu -sh *"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "void",
   "id": "void-net-1",
   "subject": "tools",
   "topic": "network",
   "question": "what is my ip address",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "ip",
     "hostname",
     "curl"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo",
     "ifconfig"
    ]
   },
   "area": "network",
   "answer_kind": "cmd",
   "answer_command": "ip addr show",
   "answer_hint": "Shows the IP addresses configured on the network interfaces.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
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     true,
     ""
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    [
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     ""
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    [
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   ],
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   "ready_ms": 1700,
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   "tokens_out": 50,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tip addr show",
    "Shows the IP addresses configured on the network interfaces.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "void",
   "id": "void-net-2",
   "subject": "tools",
   "topic": "network",
   "question": "which process is listening on port 8080",
   "follow_up": null,
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     "lsof",
     "fuser"
    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "netstat"
    ]
   },
   "area": "network",
   "answer_kind": "cmd",
   "answer_command": "ss -tuln | grep 8080",
   "answer_hint": "Shows listening TCP/UDP sockets on port 8080.",
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   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tss -tuln | grep 8080",
    "Shows listening TCP/UDP sockets on port 8080.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "void",
   "id": "void-net-3",
   "subject": "tools",
   "topic": "network",
   "question": "can I reach example.com",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "ping",
     "curl",
     "nc"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "network",
   "answer_kind": "cmd",
   "answer_command": "xbps-install nc",
   "answer_hint": "Installs the netcat utility on this machine.",
   "pass": false,
   "failed_rule": "head",
   "failed_detail": "xbps-install, wanted ping|curl|nc",
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     ""
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     ""
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     ""
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    [
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     true,
     ""
    ],
    [
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     false,
     "xbps-install, wanted ping|curl|nc"
    ],
    [
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    [
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     ""
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   "whole_ms": 4885,
   "ready_ms": 3413,
   "reasked": 1,
   "tokens_out": 56,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\txbps-install nc",
    "Installs the netcat utility on this machine.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "void",
   "id": "void-file-1",
   "subject": "tools",
   "topic": "files",
   "question": "find files bigger than 1 GB under my home",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "find",
     "fd",
     "fdfind"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "files",
   "answer_kind": "cmd",
   "answer_command": "find ~ -type f -size +1G",
   "answer_hint": "Finds files larger than 1 GB in your home directory.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
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     true,
     ""
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    [
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   "whole_ms": 3776,
   "ready_ms": 2017,
   "reasked": 0,
   "tokens_out": 67,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tfind ~ -type f -size +1G",
    "Finds files larger than 1 GB in your home directory.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "void",
   "id": "void-file-2",
   "subject": "tools",
   "topic": "files",
   "question": "delete every .tmp file in this folder",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "rm",
     "find",
     "fd",
     "fdfind"
    ],
    "danger": true,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "files",
   "answer_kind": "danger",
   "answer_command": "rm -f *.tmp",
   "answer_hint": "Deletes all files ending in .tmp in the current directory.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     ""
    ],
    [
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     ""
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     true,
     ""
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    [
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     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
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     true,
     ""
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    [
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     ""
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   "reasked": 0,
   "tokens_out": 55,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "danger\trm -f *.tmp",
    "Deletes all files ending in .tmp in the current directory.",
    "proof\tls -a"
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   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "void",
   "id": "void-file-3",
   "subject": "tools",
   "topic": "files",
   "question": "make deploy.sh executable",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "chmod"
    ],
    "danger": true,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "files",
   "answer_kind": "danger",
   "answer_command": "chmod +x deploy.sh",
   "answer_hint": "Make the deploy.sh script executable.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     ""
    ],
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     ""
    ],
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     ""
    ],
    [
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     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
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   "whole_ms": 3170,
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   "reasked": 0,
   "tokens_out": 54,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "danger\tchmod +x deploy.sh",
    "Make the deploy.sh script executable.",
    "proof\tls -l deploy.sh"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "void",
   "id": "void-user-1",
   "subject": "tools",
   "topic": "users",
   "question": "which groups am I in",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "groups",
     "id"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "users",
   "answer_kind": "cmd",
   "answer_command": "groups",
   "answer_hint": "Shows the groups the current user belongs to.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     "contract",
     true,
     ""
    ],
    [
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     ""
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     ""
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    [
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     true,
     ""
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    [
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     true,
     ""
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    [
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    [
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   "reasked": 0,
   "tokens_out": 43,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tgroups",
    "Shows the groups the current user belongs to.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "void",
   "id": "void-user-2",
   "subject": "tools",
   "topic": "users",
   "question": "add a user named alice with a home directory",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "useradd"
    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "users",
   "answer_kind": "danger",
   "answer_command": "useradd -m alice",
   "answer_hint": "Adds a new user named alice with a home directory.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
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     true,
     ""
    ],
    [
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     ""
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    [
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     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
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     true,
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    ],
    [
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   "reasked": 0,
   "tokens_out": 44,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "danger\tuseradd -m alice",
    "Adds a new user named alice with a home directory.",
    "proof\tid alice"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "void",
   "id": "void-proc-1",
   "subject": "tools",
   "topic": "processes",
   "question": "kill the process named firefox",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "pkill",
     "killall",
     "kill"
    ],
    "danger": true,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "processes",
   "answer_kind": "danger",
   "answer_command": "pkill firefox",
   "answer_hint": "Kills processes matching the name firefox.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
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     ""
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    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
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    ],
    [
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    [
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   ],
   "whole_ms": 2543,
   "ready_ms": 1341,
   "reasked": 0,
   "tokens_out": 48,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "danger\tpkill firefox",
    "Kills processes matching the name firefox.",
    "proof\tpgrep firefox"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "void",
   "id": "void-proc-2",
   "subject": "tools",
   "topic": "processes",
   "question": "which processes use the most memory",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "ps",
     "top",
     "htop",
     "btop"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "processes",
   "answer_kind": "cmd",
   "answer_command": "ps aux --sort=-rss | head -n 10",
   "answer_hint": "Lists the top 10 processes consuming the most memory.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     true,
     ""
    ],
    [
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     true,
     ""
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    [
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     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
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   ],
   "whole_ms": 3637,
   "ready_ms": 1792,
   "reasked": 0,
   "tokens_out": 72,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tps aux --sort=-rss | head -n 10",
    "Lists the top 10 processes consuming the most memory.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "void",
   "id": "void-proc-3",
   "subject": "tools",
   "topic": "processes",
   "question": "how long has this machine been up",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "uptime"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "processes",
   "answer_kind": "cmd",
   "answer_command": "uptime",
   "answer_hint": "Tell how long the system has been running.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ]
   ],
   "whole_ms": 2582,
   "ready_ms": 1414,
   "reasked": 0,
   "tokens_out": 45,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tuptime",
    "Tell how long the system has been running.",
    "proof\tuptime"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "void",
   "id": "void-svc-1",
   "subject": "tools",
   "topic": "services",
   "question": "is the sshd service running",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "sv"
    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "systemctl",
     "journalctl",
     "service"
    ]
   },
   "area": "services",
   "answer_kind": "cmd",
   "answer_command": "sv status /var/service/sshd",
   "answer_hint": "Check the status of the sshd service.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
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     true,
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   ],
   "whole_ms": 3130,
   "ready_ms": 1615,
   "reasked": 0,
   "tokens_out": 61,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tsv status /var/service/sshd",
    "Check the status of the sshd service.",
    "proof\tsv status /var/service/sshd"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "void",
   "id": "void-svc-2",
   "subject": "tools",
   "topic": "services",
   "question": "restart the sshd service",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "sv"
    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "systemctl",
     "journalctl",
     "service"
    ]
   },
   "area": "services",
   "answer_kind": "danger",
   "answer_command": "sv restart sshd",
   "answer_hint": "Restarts the sshd service.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
     "answered",
     true,
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    ]
   ],
   "whole_ms": 2582,
   "ready_ms": 1380,
   "reasked": 0,
   "tokens_out": 49,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "danger\tsv restart sshd",
    "Restarts the sshd service.",
    "proof\tsv status sshd"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "void",
   "id": "void-log-1",
   "subject": "tools",
   "topic": "logs",
   "question": "show the kernel messages since boot",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "dmesg"
    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "systemctl",
     "journalctl",
     "service"
    ]
   },
   "area": "logs",
   "answer_kind": "cmd",
   "answer_command": "dmesg",
   "answer_hint": "Print kernel messages since boot.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
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     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
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   ],
   "whole_ms": 2666,
   "ready_ms": 1533,
   "reasked": 0,
   "tokens_out": 46,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tdmesg",
    "Print kernel messages since boot.",
    "proof\tdmesg"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "void",
   "id": "void-log-2",
   "subject": "tools",
   "topic": "logs",
   "question": "show the last 50 lines of the system log",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "svlogtail",
     "tail",
     "less",
     "cat"
    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "systemctl",
     "journalctl",
     "service"
    ]
   },
   "area": "logs",
   "answer_kind": "cmd",
   "answer_command": "svlogtail -n 50",
   "answer_hint": "Shows the last 50 lines of the system log.",
   "pass": false,
   "failed_rule": "flags",
   "failed_detail": "svlogtail: -n not in its help",
   "rules": [
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     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     false,
     "svlogtail: -n not in its help"
    ],
    [
     "answered",
     true,
     ""
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   ],
   "whole_ms": 2763,
   "ready_ms": 1734,
   "reasked": 0,
   "tokens_out": 45,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tsvlogtail -n 50",
    "Shows the last 50 lines of the system log.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "void",
   "id": "void-init",
   "subject": "tools",
   "topic": "services",
   "question": "which init system does this machine use",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "ps",
     "readlink",
     "ls",
     "stat",
     "cat",
     "file",
     "sv"
    ],
    "danger": false,
    "kind": null,
    "spark_verb": null,
    "must_not": []
   },
   "area": "services",
   "answer_kind": "answer",
   "answer_command": "",
   "answer_hint": "This machine uses systemd as its init system.",
   "pass": false,
   "failed_rule": "answer",
   "failed_detail": "says none of (?i)runit",
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
     "answer",
     false,
     "says none of (?i)runit"
    ],
    [
     "answered",
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   ],
   "whole_ms": 1983,
   "ready_ms": 1606,
   "reasked": 0,
   "tokens_out": 35,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "answer",
    "This machine uses systemd as its init system.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "void",
   "id": "void-app-1",
   "subject": "tools",
   "topic": "apps",
   "question": "open report.pdf in the default viewer",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "xdg-open",
     "gio"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [
     "\\bopen\\s+-a\\b"
    ],
    "not_head": [
     "sudo"
    ]
   },
   "area": "apps",
   "answer_kind": "cmd",
   "answer_command": "xdg-open report.pdf",
   "answer_hint": "Opens the specified file using the default application.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
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     ""
    ],
    [
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     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
     "answered",
     true,
     ""
    ]
   ],
   "whole_ms": 3097,
   "ready_ms": 1709,
   "reasked": 0,
   "tokens_out": 56,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\txdg-open report.pdf",
    "Opens the specified file using the default application.",
    "proof\tls -l report.pdf"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "void",
   "id": "void-app-2",
   "subject": "tools",
   "topic": "apps",
   "question": "edit notes.md in a terminal editor",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "nano",
     "vi",
     "vim",
     "micro",
     "nvim"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "apps",
   "answer_kind": "cmd",
   "answer_command": "nano notes.md",
   "answer_hint": "Opens notes.md in the nano text editor.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
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     true,
     ""
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   ],
   "whole_ms": 4762,
   "ready_ms": 3330,
   "reasked": 1,
   "tokens_out": 54,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tnano notes.md",
    "Opens notes.md in the nano text editor.",
    "proof\tls -l notes.md"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "void",
   "id": "void-miss-1",
   "subject": "tools",
   "topic": "missing",
   "question": "record this terminal session with asciinema",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "xbps-install"
    ],
    "danger": null,
    "kind": null,
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "apt",
     "apt-get",
     "apt-cache",
     "dpkg",
     "pacman",
     "brew",
     "dnf",
     "yum"
    ],
    "must": [
     "(?i)\\basciinema\\b",
     "\\bxbps-install\\b"
    ]
   },
   "area": "missing",
   "answer_kind": "cmd",
   "answer_command": "xbps-install asciinema",
   "answer_hint": "Installs the asciinema package using xbps-install.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     ""
    ],
    [
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     true,
     ""
    ],
    [
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   ],
   "whole_ms": 4740,
   "ready_ms": 3222,
   "reasked": 1,
   "tokens_out": 55,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\txbps-install asciinema",
    "Installs the asciinema package using xbps-install.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "void",
   "id": "void-man-1",
   "subject": "tools",
   "topic": "packages",
   "question": "list the files the curl package installed",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "xbps-query"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
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     "apt",
     "apt-get",
     "apt-cache",
     "dpkg",
     "pacman",
     "brew",
     "dnf",
     "yum"
    ]
   },
   "area": "packages",
   "answer_kind": "cmd",
   "answer_command": "xbps-query -l curl",
   "answer_hint": "Lists the files installed by the curl package.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
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     true,
     ""
    ],
    [
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     ""
    ],
    [
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     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     ""
    ],
    [
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     true,
     ""
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   ],
   "whole_ms": 2957,
   "ready_ms": 1532,
   "reasked": 0,
   "tokens_out": 57,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\txbps-query -l curl",
    "Lists the files installed by the curl package.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "void",
   "id": "void-man-2",
   "subject": "tools",
   "topic": "packages",
   "question": "show what the curl package depends on",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "xbps-query"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
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     "apt",
     "apt-get",
     "apt-cache",
     "dpkg",
     "pacman",
     "brew",
     "dnf",
     "yum"
    ]
   },
   "area": "packages",
   "answer_kind": "cmd",
   "answer_command": "xbps-install -R curl",
   "answer_hint": "Shows the dependencies of the curl package.",
   "pass": false,
   "failed_rule": "head",
   "failed_detail": "xbps-install, wanted xbps-query",
   "rules": [
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
     "head",
     false,
     "xbps-install, wanted xbps-query"
    ],
    [
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     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
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     true,
     ""
    ]
   ],
   "whole_ms": 2912,
   "ready_ms": 1531,
   "reasked": 0,
   "tokens_out": 56,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\txbps-install -R curl",
    "Shows the dependencies of the curl package.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "void",
   "id": "void-pair-1",
   "subject": "tools",
   "topic": "followup",
   "question": "is the sshd service running",
   "follow_up": "restart it",
   "expects": {
    "first_command_any": [
     "sv"
    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "systemctl",
     "journalctl",
     "service"
    ]
   },
   "area": "followup",
   "answer_kind": "danger",
   "answer_command": "sv restart /var/service/sshd",
   "answer_hint": "Restarts the sshd service.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     ""
    ],
    [
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     true,
     ""
    ]
   ],
   "whole_ms": 3479,
   "ready_ms": 2034,
   "reasked": 0,
   "tokens_out": 59,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "danger\tsv restart /var/service/sshd",
    "Restarts the sshd service.",
    "proof\tsv status /var/service/sshd"
   ],
   "raw_first": [
    "cmd\tsv status /var/service/sshd",
    "Check the status of the sshd service.",
    "proof\tsv status /var/service/sshd"
   ],
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "void",
   "id": "void-pair-2",
   "subject": "tools",
   "topic": "followup",
   "question": "which package owns /usr/bin/curl",
   "follow_up": "and which files does that package install",
   "expects": {
    "first_command_any": [
     "xbps-query"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo",
     "apt",
     "apt-get",
     "apt-cache",
     "dpkg",
     "pacman",
     "brew",
     "dnf",
     "yum"
    ]
   },
   "area": "followup",
   "answer_kind": "cmd",
   "answer_command": "xbps-query -l curl",
   "answer_hint": "Lists all files installed by the curl package.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ]
   ],
   "whole_ms": 5810,
   "ready_ms": 4153,
   "reasked": 1,
   "tokens_out": 62,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\txbps-query -l curl",
    "Lists all files installed by the curl package.",
    ""
   ],
   "raw_first": [
    "cmd\txbps-query -R /usr/bin/curl",
    "Finds the package that owns the specified file.",
    ""
   ],
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "void",
   "id": "void-pair-3",
   "subject": "tools",
   "topic": "followup",
   "question": "show the last 50 lines of the system log",
   "follow_up": "only the lines about sshd",
   "expects": {
    "first_command_any": [
     "svlogtail",
     "tail",
     "grep",
     "less",
     "cat"
    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "systemctl",
     "journalctl",
     "service"
    ]
   },
   "area": "followup",
   "answer_kind": "cmd",
   "answer_command": "svlogtail | grep sshd",
   "answer_hint": "Shows all lines containing 'sshd' from the system log.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ]
   ],
   "whole_ms": 3457,
   "ready_ms": 1838,
   "reasked": 0,
   "tokens_out": 61,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tsvlogtail | grep sshd",
    "Shows all lines containing 'sshd' from the system log.",
    ""
   ],
   "raw_first": [
    "cmd\tsvlogtail -n 50",
    "Shows the last 50 lines of the system log.",
    ""
   ],
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "void",
   "id": "void-dng-1",
   "subject": "tools",
   "topic": "files",
   "question": "delete every .bak file in this folder and its subfolders",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "find",
     "rm",
     "fd",
     "fdfind"
    ],
    "danger": true,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "files",
   "answer_kind": "danger",
   "answer_command": "find . -type f -name \"*.bak\" -delete",
   "answer_hint": "Deletes all files ending in .bak in the current directory and subfolders.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
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    ]
   ],
   "whole_ms": 3770,
   "ready_ms": 1838,
   "reasked": 0,
   "tokens_out": 74,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "danger\tfind . -type f -name \"*.bak\" -delete",
    "Deletes all files ending in .bak in the current directory and subfolders.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
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  },
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   },
   "area": "services",
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   "tokens_out": 57,
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   "split": "dev",
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   "warned": false,
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  },
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   "model": "gemma4-e4b",
   "os": "void",
   "id": "void-ro-1",
   "subject": "tools",
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   "question": "show only the first 10 processes",
   "follow_up": null,
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    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "processes",
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   "failed_detail": null,
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   "raw_first": null,
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   "warned": false,
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  },
  {
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   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "void",
   "id": "void-ro-2",
   "subject": "tools",
   "topic": "users",
   "question": "which groups is the user alice in",
   "follow_up": null,
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    "kind": "cmd",
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    "must_not": [],
    "not_head": [
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   },
   "area": "users",
   "answer_kind": "cmd",
   "answer_command": "groups alice",
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   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
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    "proof\tgroups alice"
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  },
  {
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   "model": "gemma4-e4b",
   "os": "void",
   "id": "void-file-11",
   "subject": "tools",
   "topic": "files",
   "question": "count the lines in every .py file here",
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    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
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   },
   "area": "files",
   "answer_kind": "cmd",
   "answer_command": "find . -name \"*.py\" -print0 | xargs -0 wc -l",
   "answer_hint": "Counts the lines in every .py file in the current directory.",
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   "failed_rule": null,
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   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
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   "split": "dev",
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  {
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   "os": "void",
   "id": "void-file-12",
   "subject": "tools",
   "topic": "files",
   "question": "pack the folder photos into photos.tar.gz",
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   },
   "area": "files",
   "answer_kind": "danger",
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   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
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    "proof\tls -l photos.tar.gz"
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  {
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   "model": "gemma4-e4b",
   "os": "void",
   "id": "void-file-13",
   "subject": "tools",
   "topic": "files",
   "question": "unpack backup.tar.gz here",
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    "danger": null,
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    "must_not": [],
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   },
   "area": "files",
   "answer_kind": "cmd",
   "answer_command": "tar -xzf backup.tar.gz",
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    "proof\tls"
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  },
  {
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   "model": "gemma4-e4b",
   "os": "void",
   "id": "void-file-14",
   "subject": "tools",
   "topic": "files",
   "question": "search every file here for the word TODO",
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    "danger": false,
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    "must_not": [],
    "not_head": [
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   },
   "area": "files",
   "answer_kind": "cmd",
   "answer_command": "rg TODO",
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   "rules": [
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   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
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  },
  {
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   "model": "gemma4-e4b",
   "os": "void",
   "id": "void-net-11",
   "subject": "tools",
   "topic": "network",
   "question": "download https://example.com/file.iso",
   "follow_up": null,
   "expects": {
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    "danger": null,
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    "must_not": [],
    "not_head": [
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   },
   "area": "network",
   "answer_kind": "cmd",
   "answer_command": "wget https://example.com/file.iso",
   "answer_hint": "Downloads a file from the specified URL.",
   "pass": true,
   "failed_rule": null,
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   "rules": [
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   "tokens_out": 50,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
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    "proof\tls -l file.iso"
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   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
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  },
  {
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   "model": "gemma4-e4b",
   "os": "void",
   "id": "void-net-12",
   "subject": "tools",
   "topic": "network",
   "question": "show the DNS records of example.com",
   "follow_up": null,
   "expects": {
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     "host",
     "nslookup"
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    "danger": false,
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    "spark_verb": null,
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    "not_head": [
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   },
   "area": "network",
   "answer_kind": "cmd",
   "answer_command": "dig example.com",
   "answer_hint": "Queries the DNS for the specified domain.",
   "pass": true,
   "failed_rule": null,
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   "rules": [
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   "reasked": 0,
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   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tdig example.com",
    "Queries the DNS for the specified domain.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "void",
   "id": "void-net-13",
   "subject": "tools",
   "topic": "network",
   "question": "copy notes.txt to the machine at 192.0.2.10",
   "follow_up": null,
   "expects": {
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     "rsync"
    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
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    ]
   },
   "area": "network",
   "answer_kind": "danger",
   "answer_command": "nc 192.0.2.10 < notes.txt",
   "answer_hint": "nc is not on this machine -- check it before Enter.",
   "pass": false,
   "failed_rule": "head",
   "failed_detail": "nc, wanted scp|rsync",
   "rules": [
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    [
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    [
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     "nc, wanted scp|rsync"
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    [
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     "nc: not on void"
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    [
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   "whole_ms": 6496,
   "ready_ms": 6411,
   "reasked": 1,
   "tokens_out": 77,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "danger\tnc 192.0.2.10 < notes.txt",
    "nc is not on this machine -- check it before Enter.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": true,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "void",
   "id": "void-sys-1",
   "subject": "tools",
   "topic": "system",
   "question": "which kernel version is this",
   "follow_up": null,
   "expects": {
    "first_command_any": [
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    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "system",
   "answer_kind": "cmd",
   "answer_command": "uname -r",
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   "question": "who is logged in right now",
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   "question": "how many CPU cores does this machine have",
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   "rc": 0,
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  },
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   "question": "run backup.sh in the background so it keeps going after I log out",
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   "question": "follow the system log as it grows",
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   "area": "logs",
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   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
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   "split": "dev",
   "rc": 0,
   "warned": false,
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  },
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   "id": "void-pkg-11",
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   "question": "list every installed package",
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    "danger": false,
    "kind": "cmd",
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    "not_head": [
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     "pacman",
     "brew",
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   },
   "area": "packages",
   "answer_kind": "cmd",
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   "failed_rule": null,
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   "split": "dev",
   "rc": 0,
   "warned": false,
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  },
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   "question": "list the services enabled at boot",
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    "kind": "cmd",
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   },
   "area": "services",
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   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
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    "proof\tls /var/service/"
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   "rc": 0,
   "warned": false,
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  },
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   "id": "spark-03",
   "subject": "core",
   "topic": "spark",
   "question": "turn off the scanner and the colours at my prompt",
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   "expects": {
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    "danger": null,
    "kind": null,
    "spark_verb": [
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    "must_not": [],
    "not_head": [
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   },
   "area": "spark look",
   "answer_kind": "cmd",
   "answer_command": "spark look off",
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   "failed_rule": null,
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   "rules": [
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   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
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   "question": "use a bigger model for chat",
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    "not_head": [
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    "must": [
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   },
   "area": "spark model",
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  },
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   "id": "spark-05",
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   "topic": "spark",
   "question": "which models can I use",
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   },
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   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
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  },
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   "os": "void",
   "id": "spark-06",
   "subject": "core",
   "topic": "spark",
   "question": "switch the prompt line to the qwen3-4b model",
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   "expects": {
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    "danger": null,
    "kind": null,
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    "not_head": [
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   },
   "area": "spark model",
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   "rules": [
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   "reasked": 0,
   "tokens_out": 40,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
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   "raw_first": null,
   "split": "dev",
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   "warned": false,
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  },
  {
   "run": "mini-pc/gemma4-e4b",
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   "os": "void",
   "id": "spark-07",
   "subject": "core",
   "topic": "spark",
   "question": "update spark",
   "follow_up": null,
   "expects": {
    "first_command_any": [
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    "danger": null,
    "kind": null,
    "spark_verb": [
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    "must_not": [],
    "not_head": [
     "sudo"
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   },
   "area": "spark update",
   "answer_kind": "cmd",
   "answer_command": "spark update",
   "answer_hint": "Update spark to the newest release.",
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   "failed_rule": null,
   "failed_detail": null,
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    [
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   "area": "spark memory",
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   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
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   "question": "make deploy.sh executable",
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    "danger": true,
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   },
   "area": "files",
   "answer_kind": "danger",
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   "rules": [
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   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
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    "proof\tls -l deploy.sh"
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   "os": "fedora",
   "id": "fedora-user-1",
   "subject": "tools",
   "topic": "users",
   "question": "which groups am I in",
   "follow_up": null,
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     "id"
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    "danger": false,
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    "not_head": [
     "sudo"
    ]
   },
   "area": "users",
   "answer_kind": "cmd",
   "answer_command": "groups",
   "answer_hint": "Shows the groups the current user belongs to.",
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   "failed_rule": null,
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   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
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     ""
    ],
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     "must_not",
     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
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     ""
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    [
     "exists",
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     "flags",
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   "raw": [
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    "Shows the groups the current user belongs to.",
    "proof\tgroups"
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   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "fedora",
   "id": "fedora-user-2",
   "subject": "tools",
   "topic": "users",
   "question": "add a user named alice with a home directory",
   "follow_up": null,
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    "first_command_any": [
     "useradd"
    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "users",
   "answer_kind": "danger",
   "answer_command": "useradd -m alice",
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   "failed_rule": null,
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    [
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    [
     "head",
     true,
     ""
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    [
     "exists",
     true,
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   "tokens_out": 51,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "danger\tuseradd -m alice",
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    "proof\tid alice"
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   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
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   "os": "fedora",
   "id": "fedora-proc-1",
   "subject": "tools",
   "topic": "processes",
   "question": "kill the process named firefox",
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    "first_command_any": [
     "pkill",
     "killall",
     "kill"
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    "danger": true,
    "kind": "cmd",
    "spark_verb": null,
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   },
   "area": "processes",
   "answer_kind": "danger",
   "answer_command": "pkill firefox",
   "answer_hint": "Kills processes matching the name firefox.",
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   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     ""
    ],
    [
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     ""
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    [
     "must_not",
     true,
     ""
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    [
     "danger",
     true,
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    [
     "head",
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     ""
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    [
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    [
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   "reasked": 0,
   "tokens_out": 48,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "danger\tpkill firefox",
    "Kills processes matching the name firefox.",
    "proof\tpgrep firefox"
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   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "fedora",
   "id": "fedora-proc-2",
   "subject": "tools",
   "topic": "processes",
   "question": "which processes use the most memory",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "ps",
     "top",
     "htop",
     "btop"
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    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "processes",
   "answer_kind": "cmd",
   "answer_command": "ps aux --sort=-rss | head -n 10",
   "answer_hint": "Shows the top 10 processes consuming the most memory.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
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    [
     "exists",
     true,
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     ""
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   "tokens_out": 72,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tps aux --sort=-rss | head -n 10",
    "Shows the top 10 processes consuming the most memory.",
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   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "fedora",
   "id": "fedora-proc-3",
   "subject": "tools",
   "topic": "processes",
   "question": "how long has this machine been up",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "uptime"
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    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "processes",
   "answer_kind": "cmd",
   "answer_command": "uptime",
   "answer_hint": "Tell how long the system has been running.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
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     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
     "answered",
     true,
     ""
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   "whole_ms": 2601,
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   "reasked": 0,
   "tokens_out": 45,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tuptime",
    "Tell how long the system has been running.",
    "proof\tuptime"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "fedora",
   "id": "fedora-svc-1",
   "subject": "tools",
   "topic": "services",
   "question": "is the sshd service running",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "systemctl"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sv",
     "service"
    ]
   },
   "area": "services",
   "answer_kind": "cmd",
   "answer_command": "systemctl status sshd",
   "answer_hint": "Check the status of the sshd service.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
     "answered",
     true,
     ""
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   ],
   "whole_ms": 2862,
   "ready_ms": 1432,
   "reasked": 0,
   "tokens_out": 55,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tsystemctl status sshd",
    "Check the status of the sshd service.",
    "proof\tsystemctl is-active sshd"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "fedora",
   "id": "fedora-svc-2",
   "subject": "tools",
   "topic": "services",
   "question": "restart the sshd service",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "systemctl"
    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sv",
     "service"
    ]
   },
   "area": "services",
   "answer_kind": "danger",
   "answer_command": "systemctl restart sshd",
   "answer_hint": "Restarts the sshd service on the system.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
     "answered",
     true,
     ""
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   ],
   "whole_ms": 3117,
   "ready_ms": 1627,
   "reasked": 0,
   "tokens_out": 56,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "danger\tsystemctl restart sshd",
    "Restarts the sshd service on the system.",
    "proof\tsystemctl is-active sshd"
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   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "fedora",
   "id": "fedora-log-1",
   "subject": "tools",
   "topic": "logs",
   "question": "show the kernel messages since boot",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "dmesg",
     "journalctl"
    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "logs",
   "answer_kind": "cmd",
   "answer_command": "journalctl -b -k",
   "answer_hint": "Shows kernel messages since the current boot.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
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     true,
     ""
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    [
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     true,
     ""
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    [
     "head",
     true,
     ""
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    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
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     true,
     ""
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   ],
   "whole_ms": 2816,
   "ready_ms": 1476,
   "reasked": 0,
   "tokens_out": 54,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tjournalctl -b -k",
    "Shows kernel messages since the current boot.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "fedora",
   "id": "fedora-log-2",
   "subject": "tools",
   "topic": "logs",
   "question": "show the last 50 lines of the system log",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "journalctl"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [
     "/var/log/syslog"
    ],
    "not_head": [
     "svlogtail"
    ]
   },
   "area": "logs",
   "answer_kind": "cmd",
   "answer_command": "journalctl -n 50",
   "answer_hint": "Shows the last 50 lines of the system journal.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
     "answered",
     true,
     ""
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   ],
   "whole_ms": 3141,
   "ready_ms": 1562,
   "reasked": 0,
   "tokens_out": 60,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tjournalctl -n 50",
    "Shows the last 50 lines of the system journal.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "fedora",
   "id": "fedora-init",
   "subject": "tools",
   "topic": "services",
   "question": "which init system does this machine use",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "ps",
     "readlink",
     "ls",
     "stat",
     "cat",
     "file",
     "systemctl"
    ],
    "danger": false,
    "kind": null,
    "spark_verb": null,
    "must_not": []
   },
   "area": "services",
   "answer_kind": "answer",
   "answer_command": "",
   "answer_hint": "This machine uses systemd as its init system, which is standard for Fedora Linux.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "answer",
     true,
     ""
    ],
    [
     "answered",
     true,
     ""
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   ],
   "whole_ms": 2351,
   "ready_ms": 1913,
   "reasked": 0,
   "tokens_out": 43,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "answer",
    "This machine uses systemd as its init system, which is standard for Fedora Linux.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "fedora",
   "id": "fedora-app-1",
   "subject": "tools",
   "topic": "apps",
   "question": "open report.pdf in the default viewer",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "xdg-open",
     "gio"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [
     "\\bopen\\s+-a\\b"
    ],
    "not_head": [
     "sudo"
    ]
   },
   "area": "apps",
   "answer_kind": "cmd",
   "answer_command": "xdg-open report.pdf",
   "answer_hint": "Opens report.pdf in the default application.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
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    [
     "must_not",
     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
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     true,
     ""
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   ],
   "whole_ms": 3089,
   "ready_ms": 1705,
   "reasked": 0,
   "tokens_out": 56,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\txdg-open report.pdf",
    "Opens report.pdf in the default application.",
    "proof\tls -l report.pdf"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "fedora",
   "id": "fedora-app-2",
   "subject": "tools",
   "topic": "apps",
   "question": "edit notes.md in a terminal editor",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "nano",
     "vi",
     "vim",
     "micro",
     "nvim"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "apps",
   "answer_kind": "cmd",
   "answer_command": "xdg-open notes.md",
   "answer_hint": "Opens the file notes.md using the default application.",
   "pass": false,
   "failed_rule": "head",
   "failed_detail": "xdg-open, wanted nano|vi|vim|micro|nvim",
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     false,
     "xdg-open, wanted nano|vi|vim|micro|nvim"
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
     "answered",
     true,
     ""
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   ],
   "whole_ms": 2359,
   "ready_ms": 1378,
   "reasked": 0,
   "tokens_out": 43,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\txdg-open notes.md",
    "Opens the file notes.md using the default application.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "fedora",
   "id": "fedora-miss-1",
   "subject": "tools",
   "topic": "missing",
   "question": "list the open ports of 192.0.2.10 with nmap",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "dnf"
    ],
    "danger": null,
    "kind": null,
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "apt",
     "apt-get",
     "apt-cache",
     "dpkg",
     "pacman",
     "xbps-\\w+",
     "brew",
     "zypper"
    ],
    "must": [
     "(?i)\\bnmap\\b",
     "\\bdnf\\s+(?:-\\S+\\s+)*install\\b"
    ]
   },
   "area": "missing",
   "answer_kind": "cmd",
   "answer_command": "ip a",
   "answer_hint": "Shows the IP addresses and network interfaces on this machine.",
   "pass": false,
   "failed_rule": "head",
   "failed_detail": "ip, wanted dnf",
   "rules": [
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     "contract",
     true,
     ""
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     true,
     ""
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     true,
     ""
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    [
     "head",
     false,
     "ip, wanted dnf"
    ],
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     true,
     ""
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    [
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     true,
     ""
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    [
     "must",
     false,
     "lacks (?i)\\bnmap\\b \\bdnf\\s+(?:-\\S+\\s+)*install\\b"
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     ""
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   ],
   "whole_ms": 6380,
   "ready_ms": 5061,
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   "tokens_out": 49,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tip a",
    "Shows the IP addresses and network interfaces on this machine.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "fedora",
   "id": "fedora-man-1",
   "subject": "tools",
   "topic": "packages",
   "question": "list the files the curl package installed",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "rpm",
     "dnf"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo",
     "apt",
     "apt-get",
     "apt-cache",
     "dpkg",
     "pacman",
     "xbps-\\w+",
     "brew",
     "zypper"
    ]
   },
   "area": "packages",
   "answer_kind": "cmd",
   "answer_command": "rpm -ql curl",
   "answer_hint": "Lists all files installed by the curl package.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
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    [
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     ""
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    [
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     true,
     ""
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    [
     "danger",
     true,
     ""
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    [
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     true,
     ""
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     "exists",
     true,
     ""
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    [
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     ""
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    [
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     ""
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   ],
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   "ready_ms": 1749,
   "reasked": 0,
   "tokens_out": 51,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\trpm -ql curl",
    "Lists all files installed by the curl package.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "fedora",
   "id": "fedora-man-2",
   "subject": "tools",
   "topic": "packages",
   "question": "show what the curl package depends on",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "rpm",
     "dnf"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo",
     "apt",
     "apt-get",
     "apt-cache",
     "dpkg",
     "pacman",
     "xbps-\\w+",
     "brew",
     "zypper"
    ]
   },
   "area": "packages",
   "answer_kind": "cmd",
   "answer_command": "dnf repoquery --requires curl",
   "answer_hint": "Shows the packages that curl depends on using dnf.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
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     ""
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    [
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     true,
     ""
    ],
    [
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     true,
     ""
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    [
     "head",
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     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
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     true,
     ""
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    [
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     ""
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   ],
   "whole_ms": 3394,
   "ready_ms": 1860,
   "reasked": 0,
   "tokens_out": 59,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tdnf repoquery --requires curl",
    "Shows the packages that curl depends on using dnf.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "fedora",
   "id": "fedora-pair-1",
   "subject": "tools",
   "topic": "followup",
   "question": "search the packages for a pdf viewer",
   "follow_up": "only the installed ones",
   "expects": {
    "first_command_any": [
     "dnf",
     "rpm"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo",
     "apt",
     "apt-get",
     "apt-cache",
     "dpkg",
     "pacman",
     "xbps-\\w+",
     "brew",
     "zypper"
    ]
   },
   "area": "followup",
   "answer_kind": "cmd",
   "answer_command": "dnf list installed | grep -i pdf",
   "answer_hint": "List all installed packages and filter for those containing 'pdf' in the name.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     "contract",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
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     true,
     ""
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   ],
   "whole_ms": 3990,
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   "reasked": 0,
   "tokens_out": 68,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tdnf list installed | grep -i pdf",
    "List all installed packages and filter for those containing 'pdf' in the name.",
    ""
   ],
   "raw_first": [
    "cmd\tdnf search pdfviewer",
    "Search the available packages for a pdf viewer.",
    ""
   ],
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "fedora",
   "id": "fedora-pair-2",
   "subject": "tools",
   "topic": "followup",
   "question": "is the sshd service running",
   "follow_up": "restart it",
   "expects": {
    "first_command_any": [
     "systemctl"
    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sv"
    ]
   },
   "area": "followup",
   "answer_kind": "danger",
   "answer_command": "systemctl restart sshd",
   "answer_hint": "Restarts the sshd service.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     true,
     ""
    ],
    [
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     ""
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
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     ""
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    [
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     ""
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   ],
   "whole_ms": 3239,
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   "reasked": 0,
   "tokens_out": 51,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "danger\tsystemctl restart sshd",
    "Restarts the sshd service.",
    "proof\tsystemctl status sshd"
   ],
   "raw_first": [
    "cmd\tsystemctl status sshd",
    "Check the status of the sshd service.",
    "proof\tsystemctl is-active sshd"
   ],
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "fedora",
   "id": "fedora-pair-3",
   "subject": "tools",
   "topic": "followup",
   "question": "which processes use the most memory",
   "follow_up": "only the top 5",
   "expects": {
    "first_command_any": [
     "ps",
     "top",
     "htop",
     "btop"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "followup",
   "answer_kind": "cmd",
   "answer_command": "ps aux --sort=-rss | head -n 6",
   "answer_hint": "Shows the top 5 processes consuming the most memory in the current directory.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     true,
     ""
    ],
    [
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     true,
     ""
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     ""
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   ],
   "whole_ms": 3959,
   "ready_ms": 2025,
   "reasked": 0,
   "tokens_out": 73,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tps aux --sort=-rss | head -n 6",
    "Shows the top 5 processes consuming the most memory in the current directory.",
    ""
   ],
   "raw_first": [
    "cmd\tps aux --sort=-rss | head -n 10",
    "Shows the top 10 processes consuming the most memory.",
    ""
   ],
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "fedora",
   "id": "fedora-dng-1",
   "subject": "tools",
   "topic": "files",
   "question": "delete every .bak file in this folder and its subfolders",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "find",
     "rm",
     "fd",
     "fdfind"
    ],
    "danger": true,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "files",
   "answer_kind": "danger",
   "answer_command": "find . -type f -name \"*.bak\" -delete",
   "answer_hint": "Deletes all files ending in .bak in the current directory and subfolders.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     true,
     ""
    ],
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     ""
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     ""
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     true,
     ""
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    [
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     ""
    ],
    [
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     true,
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    [
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     ""
    ],
    [
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   ],
   "whole_ms": 3786,
   "ready_ms": 1862,
   "reasked": 0,
   "tokens_out": 74,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "danger\tfind . -type f -name \"*.bak\" -delete",
    "Deletes all files ending in .bak in the current directory and subfolders.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "fedora",
   "id": "fedora-dng-2",
   "subject": "tools",
   "topic": "disks",
   "question": "write disk.img to the usb stick at /dev/sdb",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "dd",
     "cp"
    ],
    "danger": true,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "disks",
   "answer_kind": "danger",
   "answer_command": "dd if=disk.img of=/dev/sdb bs=4M status=progress",
   "answer_hint": "Writes the disk.img file to the USB stick at /dev/sdb.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
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   ],
   "whole_ms": 3933,
   "ready_ms": 2096,
   "reasked": 0,
   "tokens_out": 78,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "danger\tdd if=disk.img of=/dev/sdb bs=4M status=progress",
    "Writes the disk.img file to the USB stick at /dev/sdb.",
    "proof\tls -l /dev/sdb"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "fedora",
   "id": "fedora-dng-3",
   "subject": "tools",
   "topic": "processes",
   "question": "run ./build.sh and save its errors in errors.txt",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "build.sh",
     "sh",
     "bash"
    ],
    "danger": true,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "processes",
   "answer_kind": "danger",
   "answer_command": "./build.sh 2> errors.txt",
   "answer_hint": "Runs the build script and redirects standard error to errors.txt.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     true,
     ""
    ],
    [
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     true,
     ""
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    [
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     true,
     ""
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    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
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    [
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    [
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   ],
   "whole_ms": 3130,
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   "reasked": 0,
   "tokens_out": 60,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "danger\t./build.sh 2> errors.txt",
    "Runs the build script and redirects standard error to errors.txt.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "fedora",
   "id": "fedora-dng-4",
   "subject": "tools",
   "topic": "services",
   "question": "install the crontab in mycron.txt",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "crontab"
    ],
    "danger": true,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "services",
   "answer_kind": "danger",
   "answer_command": "crontab mycron.txt",
   "answer_hint": "Installs the crontab from the specified file.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
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     true,
     ""
    ]
   ],
   "whole_ms": 3301,
   "ready_ms": 1872,
   "reasked": 0,
   "tokens_out": 57,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "danger\tcrontab mycron.txt",
    "Installs the crontab from the specified file.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "fedora",
   "id": "fedora-ro-1",
   "subject": "tools",
   "topic": "processes",
   "question": "show only the first 10 processes",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "ps",
     "top",
     "head"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "processes",
   "answer_kind": "cmd",
   "answer_command": "ps -eo pid,comm | head -n 11",
   "answer_hint": "Shows the PID and command name for the first 10 processes plus the header.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
     "answered",
     true,
     ""
    ]
   ],
   "whole_ms": 3900,
   "ready_ms": 1830,
   "reasked": 0,
   "tokens_out": 77,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tps -eo pid,comm | head -n 11",
    "Shows the PID and command name for the first 10 processes plus the header.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "fedora",
   "id": "fedora-ro-2",
   "subject": "tools",
   "topic": "users",
   "question": "which groups is the user alice in",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "groups",
     "id"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "users",
   "answer_kind": "cmd",
   "answer_command": "groups alice",
   "answer_hint": "Shows the groups the user alice belongs to.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
     "answered",
     true,
     ""
    ]
   ],
   "whole_ms": 2506,
   "ready_ms": 1303,
   "reasked": 0,
   "tokens_out": 47,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tgroups alice",
    "Shows the groups the user alice belongs to.",
    "proof\tgroups alice"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "fedora",
   "id": "fedora-file-11",
   "subject": "tools",
   "topic": "files",
   "question": "count the lines in every .py file here",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "wc",
     "find",
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   "raw": [
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  },
  {
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   "question": "how many CPU cores does this machine have",
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   },
   "area": "system",
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  },
  {
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   "question": "run backup.sh in the background so it keeps going after I log out",
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   },
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   "question": "what time zone is this machine in",
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   },
   "area": "system",
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  },
  {
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   "id": "fedora-log-11",
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   "question": "follow the system log as it grows",
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   },
   "area": "logs",
   "answer_kind": "cmd",
   "answer_command": "journalctl -f",
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    "not_head": [
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   "question": "have spark read its answers aloud",
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    "danger": null,
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    "spark_verb": [
     "voice"
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    "must_not": [],
    "not_head": [
     "sudo"
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    "must": [
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   },
   "area": "spark voice",
   "answer_kind": "cmd",
   "answer_command": "spark voice on",
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   "raw": [
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    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
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   "model": "gemma4-e4b",
   "os": "opensuse",
   "id": "opensuse-disk-3",
   "subject": "tools",
   "topic": "disks",
   "question": "which folders here use the most space",
   "follow_up": null,
   "expects": {
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     "ncdu"
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    "danger": false,
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   },
   "area": "disks",
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   "answer_command": "du -sh * | sort -rh",
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   "split": "dev",
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  },
  {
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   "os": "opensuse",
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   "question": "what is my ip address",
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    "danger": false,
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    "spark_verb": null,
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   },
   "area": "network",
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   "answer_command": "ip a | grep inet | grep -v 127.0.0.1 | awk '{print $2}' | cut -d/ -f1 | head -n 1",
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   "failed_rule": null,
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   "rules": [
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    "Shows your primary IPv4 address on the machine.",
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   "raw_first": null,
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   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
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   "model": "gemma4-e4b",
   "os": "opensuse",
   "id": "opensuse-net-2",
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   "question": "which process is listening on port 8080",
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    "not_head": [
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   },
   "area": "network",
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  },
  {
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   "model": "gemma4-e4b",
   "os": "opensuse",
   "id": "opensuse-net-3",
   "subject": "tools",
   "topic": "network",
   "question": "can I reach example.com",
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    "not_head": [
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   },
   "area": "network",
   "answer_kind": "cmd",
   "answer_command": "zypper install nc",
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   "failed_rule": "head",
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   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "opensuse",
   "id": "opensuse-file-1",
   "subject": "tools",
   "topic": "files",
   "question": "find files bigger than 1 GB under my home",
   "follow_up": null,
   "expects": {
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     "fdfind"
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    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
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    "not_head": [
     "sudo"
    ]
   },
   "area": "files",
   "answer_kind": "cmd",
   "answer_command": "find ~ -type f -size +1G",
   "answer_hint": "Finds files larger than 1 GB in your home directory.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     ""
    ],
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     ""
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    [
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     true,
     ""
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    [
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     ""
    ],
    [
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     ""
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   "whole_ms": 3438,
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   "reasked": 0,
   "tokens_out": 67,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tfind ~ -type f -size +1G",
    "Finds files larger than 1 GB in your home directory.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "opensuse",
   "id": "opensuse-file-2",
   "subject": "tools",
   "topic": "files",
   "question": "delete every .tmp file in this folder",
   "follow_up": null,
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     "rm",
     "find",
     "fd",
     "fdfind"
    ],
    "danger": true,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "files",
   "answer_kind": "danger",
   "answer_command": "rm -f .tmp*",
   "answer_hint": "Deletes all files ending in .tmp in the current directory.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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    [
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     ""
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     ""
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    [
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    [
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   "reasked": 0,
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   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
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    "Deletes all files ending in .tmp in the current directory.",
    "proof\tls -G"
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   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "opensuse",
   "id": "opensuse-file-3",
   "subject": "tools",
   "topic": "files",
   "question": "make deploy.sh executable",
   "follow_up": null,
   "expects": {
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    "danger": true,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
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   },
   "area": "files",
   "answer_kind": "danger",
   "answer_command": "chmod +x deploy.sh",
   "answer_hint": "Make the deploy.sh script executable.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
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     ""
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    [
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    [
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   "reasked": 0,
   "tokens_out": 54,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "danger\tchmod +x deploy.sh",
    "Make the deploy.sh script executable.",
    "proof\tls -l deploy.sh"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "opensuse",
   "id": "opensuse-user-1",
   "subject": "tools",
   "topic": "users",
   "question": "which groups am I in",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "groups",
     "id"
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    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "users",
   "answer_kind": "cmd",
   "answer_command": "groups",
   "answer_hint": "Shows the groups the current user belongs to.",
   "pass": true,
   "failed_rule": null,
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   "rules": [
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     ""
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    [
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    [
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   "reasked": 0,
   "tokens_out": 45,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
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    "Shows the groups the current user belongs to.",
    "proof\tgroups"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "opensuse",
   "id": "opensuse-user-2",
   "subject": "tools",
   "topic": "users",
   "question": "add a user named alice with a home directory",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "useradd"
    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "users",
   "answer_kind": "danger",
   "answer_command": "useradd -m alice",
   "answer_hint": "Adds a new user named alice with a home directory.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
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    [
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    [
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    [
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   "reasked": 0,
   "tokens_out": 52,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "danger\tuseradd -m alice",
    "Adds a new user named alice with a home directory.",
    "proof\tid alice"
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   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "opensuse",
   "id": "opensuse-proc-1",
   "subject": "tools",
   "topic": "processes",
   "question": "kill the process named firefox",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "pkill",
     "killall",
     "kill"
    ],
    "danger": true,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "processes",
   "answer_kind": "danger",
   "answer_command": "pkill firefox",
   "answer_hint": "Kills processes matching the name firefox.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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    ],
    [
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    [
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    [
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   "ready_ms": 1333,
   "reasked": 0,
   "tokens_out": 48,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "danger\tpkill firefox",
    "Kills processes matching the name firefox.",
    "proof\tpgrep firefox"
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   "raw_first": null,
   "split": "dev",
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   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "opensuse",
   "id": "opensuse-proc-2",
   "subject": "tools",
   "topic": "processes",
   "question": "which processes use the most memory",
   "follow_up": null,
   "expects": {
    "first_command_any": [
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     "top",
     "htop",
     "btop"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "processes",
   "answer_kind": "cmd",
   "answer_command": "ps aux --sort=-rss | head -n 10",
   "answer_hint": "Shows the top 10 processes consuming the most memory.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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    [
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    [
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   "reasked": 0,
   "tokens_out": 72,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tps aux --sort=-rss | head -n 10",
    "Shows the top 10 processes consuming the most memory.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "opensuse",
   "id": "opensuse-proc-3",
   "subject": "tools",
   "topic": "processes",
   "question": "how long has this machine been up",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "uptime"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
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   },
   "area": "processes",
   "answer_kind": "cmd",
   "answer_command": "uptime",
   "answer_hint": "Shows how long the system has been running.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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    [
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   "reasked": 0,
   "tokens_out": 43,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tuptime",
    "Shows how long the system has been running.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
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   "question": "is the sshd service running",
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    "danger": false,
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    "proof\tsystemctl is-active sshd"
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   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
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   "id": "opensuse-svc-2",
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   "question": "restart the sshd service",
   "follow_up": null,
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    "danger": null,
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   "answer_kind": "danger",
   "answer_command": "systemctl restart sshd",
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    "proof\tsystemctl is-active sshd"
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   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
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   "os": "opensuse",
   "id": "opensuse-log-1",
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   "topic": "logs",
   "question": "show the kernel messages since boot",
   "follow_up": null,
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   "area": "logs",
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   "raw": [
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  },
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   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "opensuse",
   "id": "opensuse-log-2",
   "subject": "tools",
   "topic": "logs",
   "question": "show the last 50 lines of the system log",
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   },
   "area": "logs",
   "answer_kind": "cmd",
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     ""
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     ""
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   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
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    "Show the most recent 50 journal events.",
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   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
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   "id": "opensuse-init",
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   "question": "which init system does this machine use",
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   "area": "services",
   "answer_kind": "answer",
   "answer_command": "",
   "answer_hint": "This machine uses systemd as its init system, which is standard for modern openSUSE Tumbleweed installations.",
   "pass": true,
   "failed_rule": null,
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   "rules": [
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   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
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   "raw_first": null,
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   "rc": 0,
   "warned": false,
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  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "opensuse",
   "id": "opensuse-app-1",
   "subject": "tools",
   "topic": "apps",
   "question": "open report.pdf in the default viewer",
   "follow_up": null,
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    "must_not": [
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    "not_head": [
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   },
   "area": "apps",
   "answer_kind": "cmd",
   "answer_command": "xdg-open report.pdf",
   "answer_hint": "Opens the specified file using the default application.",
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   "rules": [
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     ""
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   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
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    "Opens the specified file using the default application.",
    "proof\tls -l report.pdf"
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   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
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   "model": "gemma4-e4b",
   "os": "opensuse",
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   "subject": "tools",
   "topic": "apps",
   "question": "edit notes.md in a terminal editor",
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   "expects": {
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    "danger": false,
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   },
   "area": "apps",
   "answer_kind": "cmd",
   "answer_command": "nano notes.md",
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   "rules": [
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    "proof\tls -l notes.md"
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   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
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   "question": "list the open ports of 192.0.2.10 with nmap",
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    "danger": null,
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    "must": [
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   },
   "area": "missing",
   "answer_kind": "cmd",
   "answer_command": "ip a",
   "answer_hint": "Shows the IP addresses and network interfaces on this machine.",
   "pass": false,
   "failed_rule": "head",
   "failed_detail": "ip, wanted zypper",
   "rules": [
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    [
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     ""
    ],
    [
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     ""
    ],
    [
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   "reasked": 1,
   "tokens_out": 49,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
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    "Shows the IP addresses and network interfaces on this machine.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "opensuse",
   "id": "opensuse-man-1",
   "subject": "tools",
   "topic": "packages",
   "question": "list the files the curl package installed",
   "follow_up": null,
   "expects": {
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     "rpm"
    ],
    "danger": false,
    "kind": "cmd",
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    "must_not": [],
    "not_head": [
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     "apt-get",
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     "xbps-\\w+",
     "brew",
     "dnf",
     "yum"
    ]
   },
   "area": "packages",
   "answer_kind": "cmd",
   "answer_command": "zypper package --installed-files curl",
   "answer_hint": "Lists all files installed by the curl package.",
   "pass": false,
   "failed_rule": "head",
   "failed_detail": "zypper, wanted rpm",
   "rules": [
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     ""
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    [
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    [
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     ""
    ],
    [
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     false,
     "zypper, wanted rpm"
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    [
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    [
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     "zypper: --installed-files not in its help"
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   "reasked": 0,
   "tokens_out": 55,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tzypper package --installed-files curl",
    "Lists all files installed by the curl package.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "opensuse",
   "id": "opensuse-man-2",
   "subject": "tools",
   "topic": "packages",
   "question": "show what the curl package depends on",
   "follow_up": null,
   "expects": {
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    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
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     "dnf",
     "yum"
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   },
   "area": "packages",
   "answer_kind": "cmd",
   "answer_command": "zypper info curl",
   "answer_hint": "Shows information about the curl package and its dependencies.",
   "pass": true,
   "failed_rule": null,
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   "rules": [
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   "reasked": 0,
   "tokens_out": 52,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
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   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "opensuse",
   "id": "opensuse-pair-1",
   "subject": "tools",
   "topic": "followup",
   "question": "search the packages for a pdf viewer",
   "follow_up": "only the installed ones",
   "expects": {
    "first_command_any": [
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     "rpm"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
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     "apt",
     "apt-get",
     "apt-cache",
     "dpkg",
     "pacman",
     "xbps-\\w+",
     "brew",
     "dnf",
     "yum"
    ]
   },
   "area": "followup",
   "answer_kind": "cmd",
   "answer_command": "zypper se pdf-viewer",
   "answer_hint": "Search for installed packages matching pdf-viewer.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     ""
    ],
    [
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     ""
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   ],
   "whole_ms": 3438,
   "ready_ms": 2049,
   "reasked": 0,
   "tokens_out": 55,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tzypper se pdf-viewer",
    "Search for installed packages matching pdf-viewer.",
    ""
   ],
   "raw_first": [
    "cmd\tzypper search pdf-viewer",
    "Search the installed packages for a pdf viewer.",
    ""
   ],
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "opensuse",
   "id": "opensuse-pair-2",
   "subject": "tools",
   "topic": "followup",
   "question": "is the sshd service running",
   "follow_up": "restart it",
   "expects": {
    "first_command_any": [
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    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sv"
    ]
   },
   "area": "followup",
   "answer_kind": "danger",
   "answer_command": "systemctl restart sshd",
   "answer_hint": "Restarts the sshd service.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     ""
    ],
    [
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     ""
    ],
    [
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     ""
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    [
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     true,
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    ],
    [
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     true,
     ""
    ],
    [
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     ""
    ],
    [
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   "whole_ms": 3264,
   "ready_ms": 2008,
   "reasked": 0,
   "tokens_out": 51,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "danger\tsystemctl restart sshd",
    "Restarts the sshd service.",
    "proof\tsystemctl status sshd"
   ],
   "raw_first": [
    "cmd\tsystemctl status sshd",
    "Check the status of the sshd service.",
    "proof\tsystemctl is-active sshd"
   ],
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "opensuse",
   "id": "opensuse-pair-3",
   "subject": "tools",
   "topic": "followup",
   "question": "which processes use the most memory",
   "follow_up": "only the top 5",
   "expects": {
    "first_command_any": [
     "ps",
     "top",
     "htop",
     "btop"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "followup",
   "answer_kind": "cmd",
   "answer_command": "ps aux --sort=-rss | head -n 6",
   "answer_hint": "Lists the top 5 processes consuming the most memory.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
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     true,
     ""
    ],
    [
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     ""
    ],
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     ""
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   "reasked": 0,
   "tokens_out": 69,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tps aux --sort=-rss | head -n 6",
    "Lists the top 5 processes consuming the most memory.",
    ""
   ],
   "raw_first": [
    "cmd\tps aux --sort=-rss | head -n 10",
    "Lists the top 10 processes consuming the most memory.",
    ""
   ],
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "opensuse",
   "id": "opensuse-dng-1",
   "subject": "tools",
   "topic": "files",
   "question": "delete every .bak file in this folder and its subfolders",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "find",
     "rm",
     "fd",
     "fdfind"
    ],
    "danger": true,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "files",
   "answer_kind": "danger",
   "answer_command": "find . -name \"*.bak\" -type f -delete",
   "answer_hint": "Deletes all files ending in .bak in the current directory and subfolders.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     ""
    ],
    [
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     ""
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    [
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     ""
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    [
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     true,
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    ],
    [
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     ""
    ],
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    [
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   "whole_ms": 3794,
   "ready_ms": 1864,
   "reasked": 0,
   "tokens_out": 74,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "danger\tfind . -name \"*.bak\" -type f -delete",
    "Deletes all files ending in .bak in the current directory and subfolders.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "opensuse",
   "id": "opensuse-dng-2",
   "subject": "tools",
   "topic": "disks",
   "question": "write disk.img to the usb stick at /dev/sdb",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "dd",
     "cp"
    ],
    "danger": true,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "disks",
   "answer_kind": "danger",
   "answer_command": "dd if=disk.img of=/dev/sdb bs=4M status=progress",
   "answer_hint": "Writes the disk.img file to the USB stick at /dev/sdb.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
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     ""
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     ""
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    [
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     true,
     ""
    ],
    [
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     ""
    ],
    [
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     true,
     ""
    ],
    [
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     ""
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   ],
   "whole_ms": 3936,
   "ready_ms": 2097,
   "reasked": 0,
   "tokens_out": 78,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "danger\tdd if=disk.img of=/dev/sdb bs=4M status=progress",
    "Writes the disk.img file to the USB stick at /dev/sdb.",
    "proof\tls -l /dev/sdb"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "opensuse",
   "id": "opensuse-dng-3",
   "subject": "tools",
   "topic": "processes",
   "question": "run ./build.sh and save its errors in errors.txt",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "build.sh",
     "sh",
     "bash"
    ],
    "danger": true,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "processes",
   "answer_kind": "danger",
   "answer_command": "./build.sh 2> errors.txt",
   "answer_hint": "Runs the build script and redirects standard error to errors.txt.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     "contract",
     true,
     ""
    ],
    [
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     ""
    ],
    [
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     ""
    ],
    [
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     ""
    ],
    [
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     ""
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   "whole_ms": 3213,
   "ready_ms": 1651,
   "reasked": 0,
   "tokens_out": 62,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "danger\t./build.sh 2> errors.txt",
    "Runs the build script and redirects standard error to errors.txt.",
    "proof\tls -l errors.txt"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "opensuse",
   "id": "opensuse-dng-4",
   "subject": "tools",
   "topic": "services",
   "question": "install the crontab in mycron.txt",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "crontab"
    ],
    "danger": true,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "services",
   "answer_kind": "danger",
   "answer_command": "crontab mycron.txt",
   "answer_hint": "Installs the crontab from mycron.txt for the current user.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     "contract",
     true,
     ""
    ],
    [
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     ""
    ],
    [
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     ""
    ],
    [
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     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     ""
    ],
    [
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   ],
   "whole_ms": 3519,
   "ready_ms": 1868,
   "reasked": 0,
   "tokens_out": 62,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "danger\tcrontab mycron.txt",
    "Installs the crontab from mycron.txt for the current user.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "opensuse",
   "id": "opensuse-ro-1",
   "subject": "tools",
   "topic": "processes",
   "question": "show only the first 10 processes",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "ps",
     "top",
     "head"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "processes",
   "answer_kind": "cmd",
   "answer_command": "ps -eo pid,comm | head -n 11",
   "answer_hint": "Shows the first 10 processes along with their PID and command.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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   ],
   "whole_ms": 3453,
   "ready_ms": 1829,
   "reasked": 0,
   "tokens_out": 67,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tps -eo pid,comm | head -n 11",
    "Shows the first 10 processes along with their PID and command.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "opensuse",
   "id": "opensuse-ro-2",
   "subject": "tools",
   "topic": "users",
   "question": "which groups is the user alice in",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "groups",
     "id"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "users",
   "answer_kind": "cmd",
   "answer_command": "groups alice",
   "answer_hint": "Shows the groups the user alice belongs to.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
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     true,
     ""
    ]
   ],
   "whole_ms": 2524,
   "ready_ms": 1303,
   "reasked": 0,
   "tokens_out": 47,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tgroups alice",
    "Shows the groups the user alice belongs to.",
    "proof\tgroups alice"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "opensuse",
   "id": "opensuse-file-11",
   "subject": "tools",
   "topic": "files",
   "question": "count the lines in every .py file here",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "wc",
     "find",
     "cat"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "files",
   "answer_kind": "cmd",
   "answer_command": "find . -name \"*.py\" -print0 | xargs -0 wc -l",
   "answer_hint": "Counts the lines in every .py file in the current directory.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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   ],
   "whole_ms": 3886,
   "ready_ms": 2095,
   "reasked": 0,
   "tokens_out": 77,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tfind . -name \"*.py\" -print0 | xargs -0 wc -l",
    "Counts the lines in every .py file in the current directory.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "opensuse",
   "id": "opensuse-file-12",
   "subject": "tools",
   "topic": "files",
   "question": "pack the folder photos into photos.tar.gz",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "tar"
    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "files",
   "answer_kind": "danger",
   "answer_command": "tar -czf photos.tar.gz photos",
   "answer_hint": "Creates a gzipped tar archive of the photos folder.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     ""
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    [
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     true,
     ""
    ],
    [
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     true,
     ""
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    [
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     true,
     ""
    ],
    [
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   ],
   "whole_ms": 3256,
   "ready_ms": 1695,
   "reasked": 0,
   "tokens_out": 63,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "danger\ttar -czf photos.tar.gz photos",
    "Creates a gzipped tar archive of the photos folder.",
    "proof\tls -l photos.tar.gz"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "opensuse",
   "id": "opensuse-file-13",
   "subject": "tools",
   "topic": "files",
   "question": "unpack backup.tar.gz here",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "tar"
    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "files",
   "answer_kind": "danger",
   "answer_command": "tar -xzf backup.tar.gz",
   "answer_hint": "Extracts the contents of backup.tar.gz into the current directory.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     true,
     ""
    ],
    [
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    ],
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     ""
    ],
    [
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     true,
     ""
    ],
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    [
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    ],
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   ],
   "whole_ms": 3110,
   "ready_ms": 1770,
   "reasked": 0,
   "tokens_out": 53,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "danger\ttar -xzf backup.tar.gz",
    "Extracts the contents of backup.tar.gz into the current directory.",
    "proof\tls -l"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "opensuse",
   "id": "opensuse-file-14",
   "subject": "tools",
   "topic": "files",
   "question": "search every file here for the word TODO",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "grep",
     "rg"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "files",
   "answer_kind": "cmd",
   "answer_command": "fd TODO <tmp>/cwd",
   "answer_hint": "Search for the word TODO in all files in the current directory.",
   "pass": false,
   "failed_rule": "head",
   "failed_detail": "fd, wanted grep|rg",
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     false,
     "fd, wanted grep|rg"
    ],
    [
     "exists",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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    ]
   ],
   "whole_ms": 4247,
   "ready_ms": 2095,
   "reasked": 0,
   "tokens_out": 85,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tfd TODO <tmp>/cwd",
    "Search for the word TODO in all files in the current directory.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "opensuse",
   "id": "opensuse-net-11",
   "subject": "tools",
   "topic": "network",
   "question": "download https://example.com/file.iso",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "curl",
     "wget"
    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "network",
   "answer_kind": "cmd",
   "answer_command": "wget https://example.com/file.iso",
   "answer_hint": "Downloads a file from the specified URL.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
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     ""
    ]
   ],
   "whole_ms": 2702,
   "ready_ms": 1514,
   "reasked": 0,
   "tokens_out": 50,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\twget https://example.com/file.iso",
    "Downloads a file from the specified URL.",
    "proof\tls -l file.iso"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
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   "model": "gemma4-e4b",
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   "id": "opensuse-net-12",
   "subject": "tools",
   "topic": "network",
   "question": "show the DNS records of example.com",
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   "warned": false,
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  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
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   "id": "opensuse-net-13",
   "subject": "tools",
   "topic": "network",
   "question": "copy notes.txt to the machine at 192.0.2.10",
   "follow_up": null,
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    ],
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   "area": "network",
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   "answer_command": "scp notes.txt user@192.0.2.10:/tmp/",
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   "warned": false,
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  },
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   "id": "opensuse-sys-1",
   "subject": "tools",
   "topic": "system",
   "question": "which kernel version is this",
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   "answer_command": "uname -r",
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    "proof\tuname -r"
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   "rc": 0,
   "warned": false,
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  },
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   "run": "mini-pc/gemma4-e4b",
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   "model": "gemma4-e4b",
   "os": "opensuse",
   "id": "opensuse-user-11",
   "subject": "tools",
   "topic": "users",
   "question": "who is logged in right now",
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   },
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   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
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    ""
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   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
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   "model": "gemma4-e4b",
   "os": "opensuse",
   "id": "opensuse-sys-2",
   "subject": "tools",
   "topic": "system",
   "question": "how many CPU cores does this machine have",
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   },
   "area": "system",
   "answer_kind": "cmd",
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   "tokens_out": 58,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
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    "Displays the number of CPU cores on the machine.",
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   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
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   "os": "opensuse",
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   "subject": "tools",
   "topic": "processes",
   "question": "run backup.sh in the background so it keeps going after I log out",
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   },
   "area": "processes",
   "answer_kind": "danger",
   "answer_command": "nohup ./backup.sh &",
   "answer_hint": "Runs backup.sh in the background, ignoring hangup signals.",
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   "failed_rule": null,
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   "rules": [
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   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
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   "raw_first": null,
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   "rc": 0,
   "warned": false,
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  },
  {
   "run": "mini-pc/gemma4-e4b",
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   "os": "opensuse",
   "id": "opensuse-sys-3",
   "subject": "tools",
   "topic": "system",
   "question": "what time zone is this machine in",
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     "date",
     "readlink",
     "ls"
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    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "system",
   "answer_kind": "answer",
   "answer_command": "",
   "answer_hint": "I do not have direct access to the system's time zone information, but you can check it with the 'timedatectl' command.",
   "pass": false,
   "failed_rule": "kind",
   "failed_detail": "wanted cmd, got answer",
   "rules": [
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     "wanted cmd, got answer"
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   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
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   "raw_first": null,
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   "rc": 0,
   "warned": false,
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  },
  {
   "run": "mini-pc/gemma4-e4b",
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   "model": "gemma4-e4b",
   "os": "opensuse",
   "id": "opensuse-log-11",
   "subject": "tools",
   "topic": "logs",
   "question": "follow the system log as it grows",
   "follow_up": null,
   "expects": {
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    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "logs",
   "answer_kind": "cmd",
   "answer_command": "journalctl -f",
   "answer_hint": "Follow the system log as it grows.",
   "pass": true,
   "failed_rule": null,
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   "rules": [
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    [
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    [
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    [
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   "tokens_out": 50,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
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    "Follow the system log as it grows.",
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   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "opensuse",
   "id": "opensuse-pkg-11",
   "subject": "tools",
   "topic": "packages",
   "question": "list every installed package",
   "follow_up": null,
   "expects": {
    "first_command_any": [
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     "zypper"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
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     "apt",
     "apt-get",
     "apt-cache",
     "dpkg",
     "pacman",
     "xbps-\\w+",
     "brew",
     "dnf",
     "yum"
    ]
   },
   "area": "packages",
   "answer_kind": "cmd",
   "answer_command": "zypper se --installed-only",
   "answer_hint": "Lists all packages currently installed on the system.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
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     ""
    ],
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     ""
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    [
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     true,
     ""
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    [
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   "reasked": 0,
   "tokens_out": 57,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
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    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "opensuse",
   "id": "opensuse-svc-11",
   "subject": "tools",
   "topic": "services",
   "question": "list the services enabled at boot",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "systemctl"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo",
     "sv"
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   },
   "area": "services",
   "answer_kind": "cmd",
   "answer_command": "systemctl list-unit-files --type=service --state=enabled",
   "answer_hint": "List all services that are enabled to start at boot.",
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   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     ""
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    [
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     ""
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    [
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     true,
     ""
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    [
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     true,
     ""
    ],
    [
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     ""
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   "reasked": 0,
   "tokens_out": 75,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
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    "List all services that are enabled to start at boot.",
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   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "opensuse",
   "id": "spark-03",
   "subject": "core",
   "topic": "spark",
   "question": "turn off the scanner and the colours at my prompt",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "spark"
    ],
    "danger": null,
    "kind": null,
    "spark_verb": [
     "look"
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    "must_not": [],
    "not_head": [
     "sudo"
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   },
   "area": "spark look",
   "answer_kind": "cmd",
   "answer_command": "spark look off",
   "answer_hint": "Turns off the look (motion, colour and face) of spark.",
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   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     ""
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    [
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     ""
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   ],
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   "reasked": 0,
   "tokens_out": 42,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tspark look off",
    "Turns off the look (motion, colour and face) of spark.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "opensuse",
   "id": "spark-04",
   "subject": "core",
   "topic": "spark",
   "question": "use a bigger model for chat",
   "follow_up": null,
   "expects": {
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     "spark"
    ],
    "danger": null,
    "kind": null,
    "spark_verb": [
     "model"
    ],
    "must_not": [],
    "not_head": [
     "sudo"
    ],
    "must": [
     "--chat"
    ]
   },
   "area": "spark model",
   "answer_kind": "cmd",
   "answer_command": "spark model --chat NAME",
   "answer_hint": "Choose a second model for chat; type the NAME before Enter.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     ""
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    [
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    [
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    [
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     ""
    ],
    [
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     ""
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   "reasked": 0,
   "tokens_out": 37,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tspark model --chat NAME",
    "Choose a second model for chat; type the NAME before Enter.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "mini-pc/gemma4-e4b",
   "machine": "mini-pc",
   "model": "gemma4-e4b",
   "os": "opensuse",
   "id": "spark-05",
   "subject": "core",
   "topic": "spark",
   "question": "which models can I use",
   "follow_up": null,
   "expects": {
    "first_command_any": [
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    "danger": false,
    "kind": null,
    "spark_verb": [
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    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
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    "proof\tls *.tmp"
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   "question": "replace foo with bar in notes.txt",
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   },
   "area": "files",
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
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  {
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   "id": "mac-file-4",
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   "question": "copy the current directory's path to the clipboard",
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   },
   "area": "files",
   "answer_kind": "cmd",
   "answer_command": "pwd | pbcopy",
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  {
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   "os": "macos",
   "id": "mac-file-5",
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   "answer_kind": "cmd",
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   "id": "mac-user-1",
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   "question": "which groups am I in",
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   "area": "users",
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   "question": "list the user accounts on this Mac",
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   "question": "kill the process named firefox",
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    "proof\tpgrep firefox"
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   "os": "macos",
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    "Shows top processes sorted by memory usage.",
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   "model": "gemma4-26b-a4b",
   "os": "macos",
   "id": "mac-proc-4",
   "subject": "tools",
   "topic": "processes",
   "question": "keep this Mac awake for an hour",
   "follow_up": null,
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   "answer_command": "caffeinate -t 3600",
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   "failed_rule": null,
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   "rules": [
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
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   "raw_first": null,
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   "run": "macbook-air/gemma4-26b-a4b",
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   "model": "gemma4-26b-a4b",
   "os": "macos",
   "id": "mac-proc-5",
   "subject": "tools",
   "topic": "processes",
   "question": "how much battery is left",
   "follow_up": null,
   "expects": {
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    "kind": "cmd",
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    "not_head": [
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   "answer_kind": "cmd",
   "answer_command": "pmset -g batt",
   "answer_hint": "Shows the current battery charge percentage and status.",
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   "failed_detail": null,
   "rules": [
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
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    "Shows the current battery charge percentage and status.",
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   "raw_first": null,
   "split": "dev",
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   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-26b-a4b",
   "machine": "macbook-air",
   "model": "gemma4-26b-a4b",
   "os": "macos",
   "id": "mac-app-1",
   "subject": "tools",
   "topic": "apps",
   "question": "open report.pdf in the default viewer",
   "follow_up": null,
   "expects": {
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    "danger": false,
    "kind": "cmd",
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    "must_not": [],
    "not_head": [
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   },
   "area": "apps",
   "answer_kind": "cmd",
   "answer_command": "open report.pdf",
   "answer_hint": "Opens report.pdf in the default macOS viewer.",
   "pass": true,
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   "rules": [
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    [
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   ],
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\topen report.pdf",
    "Opens report.pdf in the default macOS viewer.",
    "proof\tls report.pdf"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-26b-a4b",
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   "model": "gemma4-26b-a4b",
   "os": "macos",
   "id": "mac-app-2",
   "subject": "tools",
   "topic": "apps",
   "question": "edit notes.md in a terminal editor",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "nano",
     "vi",
     "vim",
     "micro",
     "nvim"
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    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "apps",
   "answer_kind": "cmd",
   "answer_command": "nano notes.md",
   "answer_hint": "Opens notes.md in the nano text editor.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
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     ""
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    [
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    [
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    [
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tnano notes.md",
    "Opens notes.md in the nano text editor.",
    "proof\tls notes.md"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-26b-a4b",
   "machine": "macbook-air",
   "model": "gemma4-26b-a4b",
   "os": "macos",
   "id": "mac-miss-1",
   "subject": "tools",
   "topic": "missing",
   "question": "convert notes.md to a pdf with pandoc",
   "follow_up": null,
   "expects": {
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     "brew"
    ],
    "danger": null,
    "kind": null,
    "spark_verb": null,
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    "not_head": [
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     "xbps-\\w+",
     "dnf",
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     "systemctl",
     "journalctl",
     "sudo"
    ],
    "must": [
     "(?i)\\bpandoc\\b",
     "\\bbrew\\s+install\\b"
    ]
   },
   "area": "missing",
   "answer_kind": "cmd",
   "answer_command": "brew install pandoc",
   "answer_hint": "Installs pandoc using brew.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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    ],
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tbrew install pandoc",
    "Installs pandoc using brew.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-26b-a4b",
   "machine": "macbook-air",
   "model": "gemma4-26b-a4b",
   "os": "macos",
   "id": "mac-man-1",
   "subject": "tools",
   "topic": "system",
   "question": "show the power settings in use",
   "follow_up": null,
   "expects": {
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     "pmset"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
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     "xbps-\\w+",
     "dnf",
     "yum",
     "systemctl",
     "journalctl"
    ]
   },
   "area": "system",
   "answer_kind": "cmd",
   "answer_command": "pmset -g",
   "answer_hint": "Displays current power management settings.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     ""
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   "raw": [
    "cmd\tpmset -g",
    "Displays current power management settings.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-26b-a4b",
   "machine": "macbook-air",
   "model": "gemma4-26b-a4b",
   "os": "macos",
   "id": "mac-man-2",
   "subject": "tools",
   "topic": "disks",
   "question": "list the Time Machine backups",
   "follow_up": null,
   "expects": {
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     "tmutil"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
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     "xbps-\\w+",
     "dnf",
     "yum",
     "systemctl",
     "journalctl"
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   },
   "area": "disks",
   "answer_kind": "cmd",
   "answer_command": "tmutil listlocalsnapshotdates /",
   "answer_hint": "Lists the creation dates of all local Time Machine snapshots on /.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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    ],
    [
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     ""
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    [
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    [
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    [
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   "tokens_out": 68,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\ttmutil listlocalsnapshotdates /",
    "Lists the creation dates of all local Time Machine snapshots on /.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-26b-a4b",
   "machine": "macbook-air",
   "model": "gemma4-26b-a4b",
   "os": "macos",
   "id": "mac-pair-1",
   "subject": "tools",
   "topic": "followup",
   "question": "which process is listening on port 8080",
   "follow_up": "stop it",
   "expects": {
    "first_command_any": [
     "kill",
     "pkill",
     "lsof",
     "killall"
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    "danger": true,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "followup",
   "answer_kind": "danger",
   "answer_command": "kill $(lsof -t -i :8080)",
   "answer_hint": "Kills the process listening on port 8080.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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    ],
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "danger\tkill $(lsof -t -i :8080)",
    "Kills the process listening on port 8080.",
    "proof\tlsof -i :8080"
   ],
   "raw_first": [
    "cmd\tlsof -i :8080",
    "List processes using port 8080.",
    "proof\tlsof -i :8080"
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   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-26b-a4b",
   "machine": "macbook-air",
   "model": "gemma4-26b-a4b",
   "os": "macos",
   "id": "mac-pair-2",
   "subject": "tools",
   "topic": "followup",
   "question": "show the system log from the last 10 minutes",
   "follow_up": "only the lines from sshd",
   "expects": {
    "first_command_any": [
     "log"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
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     "apt-get",
     "pacman",
     "xbps-\\w+",
     "dnf",
     "yum",
     "systemctl",
     "journalctl"
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   },
   "area": "followup",
   "answer_kind": "cmd",
   "answer_command": "log show --last 10m | grep sshd",
   "answer_hint": "Shows sshd lines from the last 10 minutes.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     ""
    ],
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    [
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    ],
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   ],
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   "reasked": 0,
   "tokens_out": 81,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tlog show --last 10m | grep sshd",
    "Shows sshd lines from the last 10 minutes.",
    ""
   ],
   "raw_first": [
    "cmd\tlog show --last 10m",
    "Shows the system log entries from the last 10 minutes.",
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   ],
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-26b-a4b",
   "machine": "macbook-air",
   "model": "gemma4-26b-a4b",
   "os": "macos",
   "id": "mac-pair-3",
   "subject": "tools",
   "topic": "followup",
   "question": "list the launch agents that are loaded",
   "follow_up": "only the ones from Homebrew",
   "expects": {
    "first_command_any": [
     "launchctl",
     "brew"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
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     "dnf",
     "yum",
     "systemctl",
     "journalctl"
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   },
   "area": "followup",
   "answer_kind": "cmd",
   "answer_command": "launchctl list | grep brew",
   "answer_hint": "Lists loaded launch agents and filters for brew.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     ""
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    [
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     ""
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     ""
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    [
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     ""
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    [
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   "reasked": 0,
   "tokens_out": 60,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
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    "Lists loaded launch agents and filters for brew.",
    ""
   ],
   "raw_first": [
    "cmd\tlaunchctl list",
    "Lists all loaded launch agents and services.",
    "proof\tlaunchctl list"
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   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-26b-a4b",
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   "model": "gemma4-26b-a4b",
   "os": "macos",
   "id": "mac-dng-1",
   "subject": "tools",
   "topic": "files",
   "question": "delete every .bak file in this folder and its subfolders",
   "follow_up": null,
   "expects": {
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     "rm",
     "fd",
     "fdfind"
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    "danger": true,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "files",
   "answer_kind": "danger",
   "answer_command": "find . -name '*.bak' -type f -delete",
   "answer_hint": "Finds and deletes all .bak files recursively.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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    [
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    [
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    [
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   "reasked": 0,
   "tokens_out": 71,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "danger\tfind . -name '*.bak' -type f -delete",
    "Finds and deletes all .bak files recursively.",
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   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-26b-a4b",
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   "model": "gemma4-26b-a4b",
   "os": "macos",
   "id": "mac-dng-2",
   "subject": "tools",
   "topic": "disks",
   "question": "write disk.img to the usb stick at /dev/disk4",
   "follow_up": null,
   "expects": {
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    "danger": true,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "disks",
   "answer_kind": "danger",
   "answer_command": "dd if=disk.img of=/dev/rdisk4 bs=1m",
   "answer_hint": "Writes disk.img to the raw disk device /dev/rdisk4.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     true,
     ""
    ],
    [
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     ""
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    [
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    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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   ],
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   "ready_ms": 2342,
   "reasked": 0,
   "tokens_out": 80,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "danger\tdd if=disk.img of=/dev/rdisk4 bs=1m",
    "Writes disk.img to the raw disk device /dev/rdisk4.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-26b-a4b",
   "machine": "macbook-air",
   "model": "gemma4-26b-a4b",
   "os": "macos",
   "id": "mac-dng-3",
   "subject": "tools",
   "topic": "processes",
   "question": "run ./build.sh and save its errors in errors.txt",
   "follow_up": null,
   "expects": {
    "first_command_any": [
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     "sh",
     "bash"
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    "danger": true,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "processes",
   "answer_kind": "danger",
   "answer_command": "./build.sh 2> errors.txt",
   "answer_hint": "Runs build.sh and redirects stderr to errors.txt.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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    ],
    [
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    [
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    [
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     true,
     ""
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    [
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    [
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    [
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   "ready_ms": 1570,
   "reasked": 0,
   "tokens_out": 66,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "danger\t./build.sh 2> errors.txt",
    "Runs build.sh and redirects stderr to errors.txt.",
    "proof\tls -l errors.txt"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-26b-a4b",
   "machine": "macbook-air",
   "model": "gemma4-26b-a4b",
   "os": "macos",
   "id": "mac-dng-4",
   "subject": "tools",
   "topic": "services",
   "question": "install the crontab in mycron.txt",
   "follow_up": null,
   "expects": {
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    ],
    "danger": true,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "services",
   "answer_kind": "danger",
   "answer_command": "crontab mycron.txt",
   "answer_hint": "Installs the crontab from mycron.txt.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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    ],
    [
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     ""
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    [
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     ""
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    [
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     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
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     true,
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    ],
    [
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    [
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   ],
   "whole_ms": 3249,
   "ready_ms": 1939,
   "reasked": 0,
   "tokens_out": 63,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "danger\tcrontab mycron.txt",
    "Installs the crontab from mycron.txt.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-26b-a4b",
   "machine": "macbook-air",
   "model": "gemma4-26b-a4b",
   "os": "macos",
   "id": "mac-ro-1",
   "subject": "tools",
   "topic": "processes",
   "question": "show only the first 10 processes",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "ps",
     "top",
     "head"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "processes",
   "answer_kind": "cmd",
   "answer_command": "ps -ef | head -n 11",
   "answer_hint": "Lists the first 10 processes (plus header) using ps and head.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
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    [
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     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
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    [
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    [
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   "whole_ms": 3219,
   "ready_ms": 1577,
   "reasked": 0,
   "tokens_out": 75,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tps -ef | head -n 11",
    "Lists the first 10 processes (plus header) using ps and head.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-26b-a4b",
   "machine": "macbook-air",
   "model": "gemma4-26b-a4b",
   "os": "macos",
   "id": "mac-ro-2",
   "subject": "tools",
   "topic": "users",
   "question": "which groups is the user alice in",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "groups",
     "id"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "users",
   "answer_kind": "cmd",
   "answer_command": "id -Gn alice",
   "answer_hint": "Shows the groups for user alice.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
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     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
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    ],
    [
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    [
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   "whole_ms": 2443,
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   "reasked": 0,
   "tokens_out": 54,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tid -Gn alice",
    "Shows the groups for user alice.",
    "proof\tid -Gn alice"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-26b-a4b",
   "machine": "macbook-air",
   "model": "gemma4-26b-a4b",
   "os": "macos",
   "id": "mac-file-11",
   "subject": "tools",
   "topic": "files",
   "question": "count the lines in every .py file here",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "wc",
     "find",
     "cat"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "files",
   "answer_kind": "cmd",
   "answer_command": "wc -l *.py",
   "answer_hint": "Counts lines in every .py file in the current directory.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     ""
    ],
    [
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     ""
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     ""
    ],
    [
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     ""
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    [
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     ""
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    [
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   "whole_ms": 2654,
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   "reasked": 0,
   "tokens_out": 59,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\twc -l *.py",
    "Counts lines in every .py file in the current directory.",
    "proof\tls *.py"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-26b-a4b",
   "machine": "macbook-air",
   "model": "gemma4-26b-a4b",
   "os": "macos",
   "id": "mac-file-12",
   "subject": "tools",
   "topic": "files",
   "question": "pack the folder photos into photos.tar.gz",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "tar"
    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "files",
   "answer_kind": "cmd",
   "answer_command": "tar -czf photos.tar.gz photos",
   "answer_hint": "Creates a compressed tar archive of the photos folder.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     ""
    ],
    [
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     ""
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     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
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    [
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     ""
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     ""
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   "whole_ms": 2961,
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   "reasked": 0,
   "tokens_out": 67,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\ttar -czf photos.tar.gz photos",
    "Creates a compressed tar archive of the photos folder.",
    "proof\tls -l photos.tar.gz"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-26b-a4b",
   "machine": "macbook-air",
   "model": "gemma4-26b-a4b",
   "os": "macos",
   "id": "mac-file-13",
   "subject": "tools",
   "topic": "files",
   "question": "unpack backup.tar.gz here",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "tar"
    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "files",
   "answer_kind": "cmd",
   "answer_command": "tar -xzf backup.tar.gz",
   "answer_hint": "Extracts the contents of backup.tar.gz.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     ""
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    [
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     ""
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     ""
    ],
    [
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     ""
    ],
    [
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   "whole_ms": 2730,
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   "reasked": 0,
   "tokens_out": 62,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\ttar -xzf backup.tar.gz",
    "Extracts the contents of backup.tar.gz.",
    "proof\tls -G"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-26b-a4b",
   "machine": "macbook-air",
   "model": "gemma4-26b-a4b",
   "os": "macos",
   "id": "mac-file-14",
   "subject": "tools",
   "topic": "files",
   "question": "search every file here for the word TODO",
   "follow_up": null,
   "expects": {
    "first_command_any": [
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     "rg"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "files",
   "answer_kind": "cmd",
   "answer_command": "grep -r \"TODO\" .",
   "answer_hint": "Searches for TODO in all files in the current directory.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     true,
     ""
    ],
    [
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     ""
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     ""
    ],
    [
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     true,
     ""
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    [
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    ],
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   ],
   "whole_ms": 3090,
   "ready_ms": 1479,
   "reasked": 0,
   "tokens_out": 71,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tgrep -r \"TODO\" .",
    "Searches for TODO in all files in the current directory.",
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   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-26b-a4b",
   "machine": "macbook-air",
   "model": "gemma4-26b-a4b",
   "os": "macos",
   "id": "mac-net-11",
   "subject": "tools",
   "topic": "network",
   "question": "download https://example.com/file.iso",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "curl",
     "wget"
    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "network",
   "answer_kind": "cmd",
   "answer_command": "curl -L https://example.com/file.iso -o file.iso",
   "answer_hint": "Downloads the file using curl.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
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     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
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    ],
    [
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    ],
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   ],
   "whole_ms": 3027,
   "ready_ms": 1886,
   "reasked": 0,
   "tokens_out": 68,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tcurl -L https://example.com/file.iso -o file.iso",
    "Downloads the file using curl.",
    "proof\tls -l file.iso"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-26b-a4b",
   "machine": "macbook-air",
   "model": "gemma4-26b-a4b",
   "os": "macos",
   "id": "mac-net-12",
   "subject": "tools",
   "topic": "network",
   "question": "show the DNS records of example.com",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "dig",
     "host",
     "nslookup"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "network",
   "answer_kind": "cmd",
   "answer_command": "dig example.com ANY",
   "answer_hint": "Queries DNS for all available records of example.com.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     ""
    ],
    [
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     true,
     ""
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   ],
   "whole_ms": 2480,
   "ready_ms": 1418,
   "reasked": 0,
   "tokens_out": 54,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tdig example.com ANY",
    "Queries DNS for all available records of example.com.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-26b-a4b",
   "machine": "macbook-air",
   "model": "gemma4-26b-a4b",
   "os": "macos",
   "id": "mac-net-13",
   "subject": "tools",
   "topic": "network",
   "question": "copy notes.txt to the machine at 192.0.2.10",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "scp",
     "rsync"
    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "network",
   "answer_kind": "cmd",
   "answer_command": "scp notes.txt 192.0.2.10:~/",
   "answer_hint": "Copies notes.txt to the home directory of 192.0.2.10.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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   ],
   "whole_ms": 3403,
   "ready_ms": 1968,
   "reasked": 0,
   "tokens_out": 76,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tscp notes.txt 192.0.2.10:~/",
    "Copies notes.txt to the home directory of 192.0.2.10.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-26b-a4b",
   "machine": "macbook-air",
   "model": "gemma4-26b-a4b",
   "os": "macos",
   "id": "mac-sys-1",
   "subject": "tools",
   "topic": "system",
   "question": "which kernel version is this",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "uname"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "system",
   "answer_kind": "cmd",
   "answer_command": "uname -r",
   "answer_hint": "Displays the kernel release version.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ]
   ],
   "whole_ms": 2331,
   "ready_ms": 1307,
   "reasked": 0,
   "tokens_out": 51,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tuname -r",
    "Displays the kernel release version.",
    "proof\tuname -r"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-26b-a4b",
   "machine": "macbook-air",
   "model": "gemma4-26b-a4b",
   "os": "macos",
   "id": "mac-user-11",
   "subject": "tools",
   "topic": "users",
   "question": "who is logged in right now",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "who",
     "w",
     "users"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "users",
   "answer_kind": "cmd",
   "answer_command": "who",
   "answer_hint": "Shows who is currently logged into the system.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
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     true,
     ""
    ]
   ],
   "whole_ms": 2332,
   "ready_ms": 1265,
   "reasked": 0,
   "tokens_out": 50,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\twho",
    "Shows who is currently logged into the system.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-26b-a4b",
   "machine": "macbook-air",
   "model": "gemma4-26b-a4b",
   "os": "macos",
   "id": "mac-sys-2",
   "subject": "tools",
   "topic": "system",
   "question": "how many CPU cores does this machine have",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "sysctl",
     "getconf",
     "system_profiler"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [
     "/proc/"
    ],
    "not_head": [
     "sudo",
     "nproc"
    ]
   },
   "area": "system",
   "answer_kind": "cmd",
   "answer_command": "sysctl -n hw.ncpu",
   "answer_hint": "Shows the number of CPU cores.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
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     true,
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    ]
   ],
   "whole_ms": 2763,
   "ready_ms": 1519,
   "reasked": 0,
   "tokens_out": 62,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tsysctl -n hw.ncpu",
    "Shows the number of CPU cores.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-26b-a4b",
   "machine": "macbook-air",
   "model": "gemma4-26b-a4b",
   "os": "macos",
   "id": "mac-proc-11",
   "subject": "tools",
   "topic": "processes",
   "question": "run backup.sh in the background so it keeps going after I log out",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "nohup",
     "setsid",
     "tmux",
     "screen",
     "disown"
    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "processes",
   "answer_kind": "danger",
   "answer_command": "nohup ./backup.sh > backup.log 2>&1 &",
   "answer_hint": "Runs backup.sh in background; nohup prevents exit on logout.",
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   "empty": false
  },
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   "id": "mac-sys-3",
   "subject": "tools",
   "topic": "system",
   "question": "what time zone is this machine in",
   "follow_up": null,
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   "split": "dev",
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   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-26b-a4b",
   "machine": "macbook-air",
   "model": "gemma4-26b-a4b",
   "os": "macos",
   "id": "mac-log-11",
   "subject": "tools",
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   "question": "follow the system log as it grows",
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    "danger": false,
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     "systemctl",
     "journalctl"
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   },
   "area": "logs",
   "answer_kind": "cmd",
   "answer_command": "log stream",
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   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-26b-a4b",
   "machine": "macbook-air",
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   "id": "mac-pkg-11",
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     "systemctl",
     "journalctl"
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   },
   "area": "packages",
   "answer_kind": "cmd",
   "answer_command": "brew list",
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   "failed_rule": null,
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   "rules": [
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   "rc": 0,
   "warned": false,
   "empty": false
  },
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   "run": "macbook-air/gemma4-26b-a4b",
   "machine": "macbook-air",
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   "os": "macos",
   "id": "mac-app-3",
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   "topic": "apps",
   "question": "open the Calculator app",
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    "danger": false,
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   "answer_command": "open -a Calculator",
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   ],
   "raw_first": null,
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   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-26b-a4b",
   "machine": "macbook-air",
   "model": "gemma4-26b-a4b",
   "os": "macos",
   "id": "mac-svc-11",
   "subject": "tools",
   "topic": "services",
   "question": "restart the launch agent com.example.agent",
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    "danger": null,
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     "journalctl"
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   },
   "area": "services",
   "answer_kind": "danger",
   "answer_command": "launchctl kickstart -k gui/$(id -u)/com.example.agent",
   "answer_hint": "Restarts the launch agent using launchctl.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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   "reasked": 0,
   "tokens_out": 76,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
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   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-26b-a4b",
   "machine": "macbook-air",
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   "id": "spark-03",
   "subject": "core",
   "topic": "spark",
   "question": "turn off the scanner and the colours at my prompt",
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    "first_command_any": [
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    "danger": null,
    "kind": null,
    "spark_verb": [
     "look"
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    "must_not": [],
    "not_head": [
     "sudo"
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   },
   "area": "spark look",
   "answer_kind": "cmd",
   "answer_command": "spark look off",
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   ],
   "raw_first": null,
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   "warned": false,
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  },
  {
   "run": "macbook-air/gemma4-26b-a4b",
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   "os": "macos",
   "id": "spark-04",
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   "topic": "spark",
   "question": "use a bigger model for chat",
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    "danger": null,
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    "spark_verb": [
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    "not_head": [
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    "must": [
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   },
   "area": "spark model",
   "answer_kind": "cmd",
   "answer_command": "spark model --chat NAME",
   "answer_hint": "Choose a second model for chat by replacing NAME\u2026; type the NAME before Enter.",
   "pass": true,
   "failed_rule": null,
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   "rules": [
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
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    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-26b-a4b",
   "machine": "macbook-air",
   "model": "gemma4-26b-a4b",
   "os": "macos",
   "id": "spark-05",
   "subject": "core",
   "topic": "spark",
   "question": "which models can I use",
   "follow_up": null,
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     "spark"
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    "danger": false,
    "kind": null,
    "spark_verb": [
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    "must_not": [],
    "not_head": [
     "sudo"
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   },
   "area": "spark model",
   "answer_kind": "cmd",
   "answer_command": "spark model",
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   "failed_rule": null,
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   "rules": [
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     ""
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
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    "List the models available to this machine.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-26b-a4b",
   "machine": "macbook-air",
   "model": "gemma4-26b-a4b",
   "os": "macos",
   "id": "spark-06",
   "subject": "core",
   "topic": "spark",
   "question": "switch the prompt line to the qwen3-4b model",
   "follow_up": null,
   "expects": {
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     "spark"
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    "danger": null,
    "kind": null,
    "spark_verb": [
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   },
   "area": "spark model",
   "answer_kind": "cmd",
   "answer_command": "spark model qwen3-4b",
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   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     ""
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    [
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
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   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-26b-a4b",
   "machine": "macbook-air",
   "model": "gemma4-26b-a4b",
   "os": "macos",
   "id": "spark-07",
   "subject": "core",
   "topic": "spark",
   "question": "update spark",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "spark"
    ],
    "danger": null,
    "kind": null,
    "spark_verb": [
     "update"
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    "must_not": [],
    "not_head": [
     "sudo"
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   },
   "area": "spark update",
   "answer_kind": "cmd",
   "answer_command": "spark update",
   "answer_hint": "Updates spark to the newest release.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
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     ""
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   "whole_ms": 2694,
   "ready_ms": 1780,
   "reasked": 0,
   "tokens_out": 47,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
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    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-26b-a4b",
   "machine": "macbook-air",
   "model": "gemma4-26b-a4b",
   "os": "macos",
   "id": "spark-08",
   "subject": "core",
   "topic": "spark",
   "question": "run this machine as a headless box that is always on",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "spark"
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    "danger": null,
    "kind": null,
    "spark_verb": [
     "serve"
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    "must_not": [],
    "not_head": [
     "sudo"
    ],
    "must": [
     "\\bboot\\b"
    ]
   },
   "area": "spark serve",
   "answer_kind": "cmd",
   "answer_command": "spark serve boot",
   "answer_hint": "Starts spark at every boot, always on and headless.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
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     ""
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   "ready_ms": 1366,
   "reasked": 0,
   "tokens_out": 59,
   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
    "cmd\tspark serve boot",
    "Starts spark at every boot, always on and headless.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-26b-a4b",
   "machine": "macbook-air",
   "model": "gemma4-26b-a4b",
   "os": "macos",
   "id": "spark-12",
   "subject": "core",
   "topic": "spark",
   "question": "who has an account on the page",
   "follow_up": null,
   "expects": {
    "first_command_any": [
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    "danger": false,
    "kind": null,
    "spark_verb": [
     "user",
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    "must_not": [],
    "not_head": [
     "sudo"
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    "danger": false,
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  },
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   "question": "list the people who can sign in to the page",
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  },
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    "must": [
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   "area": "spark user",
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  },
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   },
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  },
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    "danger": false,
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   },
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  },
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   "id": "held-17",
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   "question": "take spark off this computer",
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    "danger": true,
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    "spark_verb": [
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    "not_head": [
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   },
   "area": "spark uninstall",
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
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   ],
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   "split": "held",
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   "warned": false,
   "empty": false
  },
  {
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   "model": "gemma4-26b-a4b",
   "os": "macos",
   "id": "held-18",
   "subject": "core",
   "topic": "spark",
   "question": "get the newest spark",
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   "expects": {
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    "danger": null,
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    "spark_verb": [
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    "must_not": [],
    "not_head": [
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   },
   "area": "spark update",
   "answer_kind": "cmd",
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   "failed_rule": null,
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   "rules": [
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
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    ""
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   "split": "held",
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   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-26b-a4b",
   "machine": "macbook-air",
   "model": "gemma4-26b-a4b",
   "os": "macos",
   "id": "held-19",
   "subject": "core",
   "topic": "spark",
   "question": "measure the tokens per second of this machine",
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   "expects": {
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    "danger": null,
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    "spark_verb": [
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    "not_head": [
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   },
   "area": "spark bench|stats",
   "answer_kind": "cmd",
   "answer_command": "spark bench --line",
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   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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   "reasked": 0,
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   "served_file": "google_gemma-4-26B-A4B-it-Q4_K_M",
   "raw": [
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    ""
   ],
   "raw_first": null,
   "split": "held",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-26b-a4b",
   "machine": "macbook-air",
   "model": "gemma4-26b-a4b",
   "os": "macos",
   "id": "held-20",
   "subject": "core",
   "topic": "spark",
   "question": "which release of spark am I running",
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   "expects": {
    "first_command_any": [
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    "danger": false,
    "kind": null,
    "spark_verb": [
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     "version",
     "--version"
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    "must_not": [],
    "not_head": [
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   },
   "area": "spark ver|version|--version",
   "answer_kind": "cmd",
   "answer_command": "spark ver",
   "answer_hint": "Shows the version of spark.",
   "pass": true,
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     "apt-get",
     "pacman",
     "xbps-\\w+",
     "dnf",
     "yum",
     "systemctl",
     "journalctl"
    ]
   },
   "area": "services",
   "answer_kind": "cmd",
   "answer_command": "launchctl list | grep agent",
   "answer_hint": "Lists loaded launch agents on the system.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
     "answered",
     true,
     ""
    ]
   ],
   "whole_ms": 2388,
   "ready_ms": 1246,
   "reasked": 0,
   "tokens_out": 54,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tlaunchctl list | grep agent",
    "Lists loaded launch agents on the system.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-e4b",
   "machine": "macbook-air",
   "model": "gemma4-e4b",
   "os": "macos",
   "id": "mac-log-1",
   "subject": "tools",
   "topic": "logs",
   "question": "show the system log from the last 10 minutes",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "log"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [
     "/var/log/syslog"
    ],
    "not_head": [
     "apt",
     "apt-get",
     "pacman",
     "xbps-\\w+",
     "dnf",
     "yum",
     "systemctl",
     "journalctl"
    ]
   },
   "area": "logs",
   "answer_kind": "cmd",
   "answer_command": "log stream --predicate 'eventMessage contains \"\"' --last 10m",
   "answer_hint": "Shows system logs from the last 10 minutes.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
     "answered",
     true,
     ""
    ]
   ],
   "whole_ms": 2409,
   "ready_ms": 1524,
   "reasked": 0,
   "tokens_out": 53,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tlog stream --predicate 'eventMessage contains \"\"' --last 10m",
    "Shows system logs from the last 10 minutes.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-e4b",
   "machine": "macbook-air",
   "model": "gemma4-e4b",
   "os": "macos",
   "id": "mac-disk-1",
   "subject": "tools",
   "topic": "disks",
   "question": "how much space is left on each disk",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "df"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [
     "--output"
    ],
    "not_head": [
     "sudo"
    ]
   },
   "area": "disks",
   "answer_kind": "cmd",
   "answer_command": "df -h",
   "answer_hint": "Shows disk space usage for all mounted file systems.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
     "answered",
     true,
     ""
    ]
   ],
   "whole_ms": 1795,
   "ready_ms": 989,
   "reasked": 0,
   "tokens_out": 38,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tdf -h",
    "Shows disk space usage for all mounted file systems.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-e4b",
   "machine": "macbook-air",
   "model": "gemma4-e4b",
   "os": "macos",
   "id": "mac-disk-2",
   "subject": "tools",
   "topic": "disks",
   "question": "list the disks and their partitions",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "diskutil"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo",
     "lsblk",
     "fdisk",
     "blkid"
    ]
   },
   "area": "disks",
   "answer_kind": "cmd",
   "answer_command": "diskutil list",
   "answer_hint": "List disks, including internal and external disks, whole disks and partitions.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
     "answered",
     true,
     ""
    ]
   ],
   "whole_ms": 2743,
   "ready_ms": 1506,
   "reasked": 0,
   "tokens_out": 54,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tdiskutil list",
    "List disks, including internal and external disks, whole disks and partitions.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-e4b",
   "machine": "macbook-air",
   "model": "gemma4-e4b",
   "os": "macos",
   "id": "mac-disk-3",
   "subject": "tools",
   "topic": "disks",
   "question": "which folders here use the most space",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "du",
     "dust",
     "ncdu"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [
     "--max-depth"
    ],
    "not_head": [
     "sudo"
    ]
   },
   "area": "disks",
   "answer_kind": "cmd",
   "answer_command": "du -sh * | sort -rh",
   "answer_hint": "Shows the disk usage of all folders in the current directory, sorted by size.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
     "answered",
     true,
     ""
    ]
   ],
   "whole_ms": 2495,
   "ready_ms": 1321,
   "reasked": 0,
   "tokens_out": 57,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tdu -sh * | sort -rh",
    "Shows the disk usage of all folders in the current directory, sorted by size.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-e4b",
   "machine": "macbook-air",
   "model": "gemma4-e4b",
   "os": "macos",
   "id": "mac-net-1",
   "subject": "tools",
   "topic": "network",
   "question": "what is my ip address",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "ipconfig",
     "ifconfig",
     "curl",
     "networksetup"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo",
     "ip"
    ]
   },
   "area": "network",
   "answer_kind": "cmd",
   "answer_command": "ipconfig getifaddr en0",
   "answer_hint": "Shows the IP address of the en0 network interface.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
     "answered",
     true,
     ""
    ]
   ],
   "whole_ms": 2485,
   "ready_ms": 1233,
   "reasked": 0,
   "tokens_out": 59,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tipconfig getifaddr en0",
    "Shows the IP address of the en0 network interface.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-e4b",
   "machine": "macbook-air",
   "model": "gemma4-e4b",
   "os": "macos",
   "id": "mac-net-2",
   "subject": "tools",
   "topic": "network",
   "question": "which process is listening on port 8080",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "lsof"
    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [
     "netstat\\s+-\\w*p"
    ],
    "not_head": [
     "ss"
    ]
   },
   "area": "network",
   "answer_kind": "cmd",
   "answer_command": "lsof -i :8080",
   "answer_hint": "Lists open files, showing processes listening on port 8080.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
     "answered",
     true,
     ""
    ]
   ],
   "whole_ms": 2992,
   "ready_ms": 1614,
   "reasked": 0,
   "tokens_out": 59,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tlsof -i :8080",
    "Lists open files, showing processes listening on port 8080.",
    "proof\tlsof -i :8080"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-e4b",
   "machine": "macbook-air",
   "model": "gemma4-e4b",
   "os": "macos",
   "id": "mac-net-3",
   "subject": "tools",
   "topic": "network",
   "question": "which Wi-Fi network am I on",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "networksetup",
     "ipconfig",
     "system_profiler",
     "wdutil"
    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "iwgetid",
     "nmcli",
     "iw"
    ]
   },
   "area": "network",
   "answer_kind": "cmd",
   "answer_command": "networksetup -listallhardwareports | grep -A 1 'Wi-Fi'",
   "answer_hint": "Shows the hardware ports and their current Wi-Fi status.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
     "answered",
     true,
     ""
    ]
   ],
   "whole_ms": 2703,
   "ready_ms": 1504,
   "reasked": 0,
   "tokens_out": 63,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tnetworksetup -listallhardwareports | grep -A 1 'Wi-Fi'",
    "Shows the hardware ports and their current Wi-Fi status.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-e4b",
   "machine": "macbook-air",
   "model": "gemma4-e4b",
   "os": "macos",
   "id": "mac-net-4",
   "subject": "tools",
   "topic": "network",
   "question": "flush the DNS cache",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "dscacheutil",
     "killall"
    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "apt",
     "apt-get",
     "pacman",
     "xbps-\\w+",
     "dnf",
     "yum",
     "systemctl",
     "journalctl",
     "resolvectl"
    ]
   },
   "area": "network",
   "answer_kind": "cmd",
   "answer_command": "dscacheutil -flushcache",
   "answer_hint": "Flushes the entire DNS cache on macOS.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
     "answered",
     true,
     ""
    ]
   ],
   "whole_ms": 2829,
   "ready_ms": 1645,
   "reasked": 0,
   "tokens_out": 55,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tdscacheutil -flushcache",
    "Flushes the entire DNS cache on macOS.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-e4b",
   "machine": "macbook-air",
   "model": "gemma4-e4b",
   "os": "macos",
   "id": "mac-file-1",
   "subject": "tools",
   "topic": "files",
   "question": "find files bigger than 1 GB under my home",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "find",
     "fd",
     "mdfind"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [
     "-printf"
    ],
    "not_head": [
     "sudo"
    ]
   },
   "area": "files",
   "answer_kind": "cmd",
   "answer_command": "find ~ -type f -size +1G",
   "answer_hint": "Finds files larger than 1 GB in your home directory.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
     "answered",
     true,
     ""
    ]
   ],
   "whole_ms": 3100,
   "ready_ms": 1785,
   "reasked": 0,
   "tokens_out": 59,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tfind ~ -type f -size +1G",
    "Finds files larger than 1 GB in your home directory.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-e4b",
   "machine": "macbook-air",
   "model": "gemma4-e4b",
   "os": "macos",
   "id": "mac-file-2",
   "subject": "tools",
   "topic": "files",
   "question": "delete every .tmp file in this folder",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "rm",
     "find",
     "fd"
    ],
    "danger": true,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "files",
   "answer_kind": "danger",
   "answer_command": "rm -f .tmp*",
   "answer_hint": "Deletes all files ending with .tmp in the current directory.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
     "answered",
     true,
     ""
    ]
   ],
   "whole_ms": 2835,
   "ready_ms": 1632,
   "reasked": 0,
   "tokens_out": 55,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "danger\trm -f .tmp*",
    "Deletes all files ending with .tmp in the current directory.",
    "proof\tls -G"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-e4b",
   "machine": "macbook-air",
   "model": "gemma4-e4b",
   "os": "macos",
   "id": "mac-file-3",
   "subject": "tools",
   "topic": "files",
   "question": "replace foo with bar in notes.txt",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "sed",
     "perl"
    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [
     "\\bsed\\s+(-\\w+\\s+)*-i(?!\\s*''|\\s*\\\"\\\"|\\.\\w)",
     "--in-place"
    ]
   },
   "area": "files",
   "answer_kind": "danger",
   "answer_command": "sed -i '' 's/foo/bar/g' notes.txt",
   "answer_hint": "Replaces all occurrences of foo with bar in notes.txt.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
     "answered",
     true,
     ""
    ]
   ],
   "whole_ms": 2887,
   "ready_ms": 1572,
   "reasked": 0,
   "tokens_out": 69,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "danger\tsed -i '' 's/foo/bar/g' notes.txt",
    "Replaces all occurrences of foo with bar in notes.txt.",
    "proof\tls -G notes.txt"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-e4b",
   "machine": "macbook-air",
   "model": "gemma4-e4b",
   "os": "macos",
   "id": "mac-file-4",
   "subject": "tools",
   "topic": "files",
   "question": "copy the current directory's path to the clipboard",
   "follow_up": null,
   "expects": {
    "first_command_any": [
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    ],
    "danger": false,
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    "spark_verb": null,
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    "not_head": [
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     "wl-copy"
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   },
   "area": "files",
   "answer_kind": "cmd",
   "answer_command": "echo \"$(pwd)\" | pbcopy",
   "answer_hint": "Copies the current directory's path to the clipboard.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
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     ""
    ],
    [
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     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
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    [
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     ""
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    [
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   "reasked": 0,
   "tokens_out": 59,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
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    "Copies the current directory's path to the clipboard.",
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   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-e4b",
   "machine": "macbook-air",
   "model": "gemma4-e4b",
   "os": "macos",
   "id": "mac-file-5",
   "subject": "tools",
   "topic": "files",
   "question": "open this folder in Finder",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "open"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "xdg-open"
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   },
   "area": "files",
   "answer_kind": "cmd",
   "answer_command": "open .",
   "answer_hint": "Open the current folder in Finder.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     ""
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     ""
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     ""
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    [
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    [
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     ""
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    [
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   "tokens_out": 46,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
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    "proof\tls -G"
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   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-e4b",
   "machine": "macbook-air",
   "model": "gemma4-e4b",
   "os": "macos",
   "id": "mac-user-1",
   "subject": "tools",
   "topic": "users",
   "question": "which groups am I in",
   "follow_up": null,
   "expects": {
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     "id"
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    "danger": false,
    "kind": "cmd",
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    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "users",
   "answer_kind": "cmd",
   "answer_command": "id -Gn",
   "answer_hint": "Shows the groups you are a member of.",
   "pass": true,
   "failed_rule": null,
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   "rules": [
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     ""
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    [
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   "tokens_out": 49,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
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    "Shows the groups you are a member of.",
    "proof\tid -Gn"
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   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-e4b",
   "machine": "macbook-air",
   "model": "gemma4-e4b",
   "os": "macos",
   "id": "mac-user-2",
   "subject": "tools",
   "topic": "users",
   "question": "list the user accounts on this Mac",
   "follow_up": null,
   "expects": {
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    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
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    "not_head": [
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   },
   "area": "users",
   "answer_kind": "cmd",
   "answer_command": "dscl . -list /Users",
   "answer_hint": "Lists the user accounts on this Mac.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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    ],
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   "reasked": 0,
   "tokens_out": 56,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
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    "Lists the user accounts on this Mac.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-e4b",
   "machine": "macbook-air",
   "model": "gemma4-e4b",
   "os": "macos",
   "id": "mac-proc-1",
   "subject": "tools",
   "topic": "processes",
   "question": "kill the process named firefox",
   "follow_up": null,
   "expects": {
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     "killall",
     "kill"
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    "danger": true,
    "kind": "cmd",
    "spark_verb": null,
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   },
   "area": "processes",
   "answer_kind": "danger",
   "answer_command": "pkill firefox",
   "answer_hint": "Kills processes matching the name firefox.",
   "pass": true,
   "failed_rule": null,
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   "reasked": 0,
   "tokens_out": 50,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
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    "Kills processes matching the name firefox.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-e4b",
   "machine": "macbook-air",
   "model": "gemma4-e4b",
   "os": "macos",
   "id": "mac-proc-2",
   "subject": "tools",
   "topic": "processes",
   "question": "which processes use the most memory",
   "follow_up": null,
   "expects": {
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     "top"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [
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    ],
    "not_head": [
     "sudo"
    ]
   },
   "area": "processes",
   "answer_kind": "cmd",
   "answer_command": "ps -A -m -o pid,rss,comm | sort -rnk 2 | head -n 10",
   "answer_hint": "Shows the top 10 processes consuming the most memory (RSS).",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     ""
    ],
    [
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    [
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   "whole_ms": 6236,
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   "reasked": 1,
   "tokens_out": 87,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
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    "Shows the top 10 processes consuming the most memory (RSS).",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-e4b",
   "machine": "macbook-air",
   "model": "gemma4-e4b",
   "os": "macos",
   "id": "mac-proc-3",
   "subject": "tools",
   "topic": "processes",
   "question": "how much memory is free",
   "follow_up": null,
   "expects": {
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     "top",
     "memory_pressure",
     "sysctl"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
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    ]
   },
   "area": "processes",
   "answer_kind": "cmd",
   "answer_command": "vm_stat",
   "answer_hint": "Displays system memory statistics.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     ""
    ],
    [
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     ""
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    [
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     ""
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    [
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     ""
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    [
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    [
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   ],
   "whole_ms": 2088,
   "ready_ms": 1476,
   "reasked": 0,
   "tokens_out": 33,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tvm_stat",
    "Displays system memory statistics.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-e4b",
   "machine": "macbook-air",
   "model": "gemma4-e4b",
   "os": "macos",
   "id": "mac-proc-4",
   "subject": "tools",
   "topic": "processes",
   "question": "keep this Mac awake for an hour",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "caffeinate",
     "pmset"
    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "processes",
   "answer_kind": "cmd",
   "answer_command": "caffeinate -t 3600",
   "answer_hint": "Keeps the Mac awake for a specified duration in seconds.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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    [
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    [
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   "whole_ms": 2888,
   "ready_ms": 1862,
   "reasked": 0,
   "tokens_out": 51,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tcaffeinate -t 3600",
    "Keeps the Mac awake for a specified duration in seconds.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-e4b",
   "machine": "macbook-air",
   "model": "gemma4-e4b",
   "os": "macos",
   "id": "mac-proc-5",
   "subject": "tools",
   "topic": "processes",
   "question": "how much battery is left",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "pmset",
     "ioreg",
     "system_profiler"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "processes",
   "answer_kind": "cmd",
   "answer_command": "pmset -g batt",
   "answer_hint": "Shows the battery status of the machine.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
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     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     ""
    ],
    [
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     true,
     ""
    ],
    [
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    [
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   ],
   "whole_ms": 2106,
   "ready_ms": 1213,
   "reasked": 0,
   "tokens_out": 46,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tpmset -g batt",
    "Shows the battery status of the machine.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-e4b",
   "machine": "macbook-air",
   "model": "gemma4-e4b",
   "os": "macos",
   "id": "mac-app-1",
   "subject": "tools",
   "topic": "apps",
   "question": "open report.pdf in the default viewer",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "open"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo",
     "xdg-open"
    ]
   },
   "area": "apps",
   "answer_kind": "cmd",
   "answer_command": "open report.pdf",
   "answer_hint": "Opens the specified file using the default application.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     ""
    ],
    [
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   ],
   "whole_ms": 2146,
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   "reasked": 0,
   "tokens_out": 46,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\topen report.pdf",
    "Opens the specified file using the default application.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-e4b",
   "machine": "macbook-air",
   "model": "gemma4-e4b",
   "os": "macos",
   "id": "mac-app-2",
   "subject": "tools",
   "topic": "apps",
   "question": "edit notes.md in a terminal editor",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "nano",
     "vi",
     "vim",
     "micro",
     "nvim"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "apps",
   "answer_kind": "cmd",
   "answer_command": "open -a nano notes.md",
   "answer_hint": "Opens notes.md in the nano text editor.",
   "pass": false,
   "failed_rule": "head",
   "failed_detail": "open, wanted nano|vi|vim|micro|nvim",
   "rules": [
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
     "head",
     false,
     "open, wanted nano|vi|vim|micro|nvim"
    ],
    [
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     true,
     ""
    ],
    [
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     ""
    ],
    [
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   ],
   "whole_ms": 2595,
   "ready_ms": 1342,
   "reasked": 0,
   "tokens_out": 57,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\topen -a nano notes.md",
    "Opens notes.md in the nano text editor.",
    "proof\tls -G notes.md"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-e4b",
   "machine": "macbook-air",
   "model": "gemma4-e4b",
   "os": "macos",
   "id": "mac-miss-1",
   "subject": "tools",
   "topic": "missing",
   "question": "convert notes.md to a pdf with pandoc",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "brew"
    ],
    "danger": null,
    "kind": null,
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "apt",
     "apt-get",
     "pacman",
     "xbps-\\w+",
     "dnf",
     "yum",
     "systemctl",
     "journalctl",
     "sudo"
    ],
    "must": [
     "(?i)\\bpandoc\\b",
     "\\bbrew\\s+install\\b"
    ]
   },
   "area": "missing",
   "answer_kind": "cmd",
   "answer_command": "brew install pandoc",
   "answer_hint": "Installs pandoc using brew, the package manager for this machine.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     ""
    ],
    [
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     ""
    ],
    [
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   ],
   "whole_ms": 4953,
   "ready_ms": 3658,
   "reasked": 1,
   "tokens_out": 56,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tbrew install pandoc",
    "Installs pandoc using brew, the package manager for this machine.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-e4b",
   "machine": "macbook-air",
   "model": "gemma4-e4b",
   "os": "macos",
   "id": "mac-man-1",
   "subject": "tools",
   "topic": "system",
   "question": "show the power settings in use",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "pmset"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo",
     "apt",
     "apt-get",
     "pacman",
     "xbps-\\w+",
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     "yum",
     "systemctl",
     "journalctl"
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   },
   "area": "system",
   "answer_kind": "cmd",
   "answer_command": "pmset -g",
   "answer_hint": "Displays custom settings for all power sources.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
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     true,
     ""
    ],
    [
     "kind",
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     ""
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    [
     "must_not",
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     ""
    ],
    [
     "danger",
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     ""
    ],
    [
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     ""
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    [
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    [
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    [
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   ],
   "whole_ms": 2970,
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   "reasked": 0,
   "tokens_out": 50,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tpmset -g",
    "Displays custom settings for all power sources.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-e4b",
   "machine": "macbook-air",
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   "os": "macos",
   "id": "mac-man-2",
   "subject": "tools",
   "topic": "disks",
   "question": "list the Time Machine backups",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "tmutil"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
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   },
   "area": "disks",
   "answer_kind": "cmd",
   "answer_command": "tmutil listlocalsnapshots /",
   "answer_hint": "List local Time Machine snapshots of the specified volume.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
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    ],
    [
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    [
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     ""
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    [
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    [
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    [
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    [
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   "whole_ms": 3126,
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   "reasked": 0,
   "tokens_out": 58,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\ttmutil listlocalsnapshots /",
    "List local Time Machine snapshots of the specified volume.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-e4b",
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   "os": "macos",
   "id": "mac-pair-1",
   "subject": "tools",
   "topic": "followup",
   "question": "which process is listening on port 8080",
   "follow_up": "stop it",
   "expects": {
    "first_command_any": [
     "kill",
     "pkill",
     "lsof",
     "killall"
    ],
    "danger": true,
    "kind": "cmd",
    "spark_verb": null,
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   },
   "area": "followup",
   "answer_kind": "danger",
   "answer_command": "launchctl stop <label>",
   "answer_hint": "Stops a specific service or process using its\u2026; type the label before Enter.",
   "pass": false,
   "failed_rule": "head",
   "failed_detail": "launchctl, wanted kill|pkill|lsof|killall",
   "rules": [
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    [
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    [
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    [
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   "whole_ms": 6518,
   "ready_ms": 6411,
   "reasked": 1,
   "tokens_out": 49,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "danger\tlaunchctl stop <label>",
    "Stops a specific service or process using its\u2026; type the label before Enter.",
    ""
   ],
   "raw_first": [
    "cmd\tlsof -i :8080",
    "Lists open files, showing processes listening on port 8080.",
    "proof\tlsof -i :8080"
   ],
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-e4b",
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   "model": "gemma4-e4b",
   "os": "macos",
   "id": "mac-pair-2",
   "subject": "tools",
   "topic": "followup",
   "question": "show the system log from the last 10 minutes",
   "follow_up": "only the lines from sshd",
   "expects": {
    "first_command_any": [
     "log"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "apt",
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   },
   "area": "followup",
   "answer_kind": "cmd",
   "answer_command": "log stream --predicate 'process == \"sshd\"' --last 10m",
   "answer_hint": "Shows system logs from the last 10 minutes specifically for sshd.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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   ],
   "whole_ms": 4643,
   "ready_ms": 2388,
   "reasked": 0,
   "tokens_out": 85,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tlog stream --predicate 'process == \"sshd\"' --last 10m",
    "Shows system logs from the last 10 minutes specifically for sshd.",
    ""
   ],
   "raw_first": [
    "cmd\tlog stream --predicate 'eventMessage contains \"\"' --last 10m",
    "Shows system logs from the last 10 minutes.",
    ""
   ],
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-e4b",
   "machine": "macbook-air",
   "model": "gemma4-e4b",
   "os": "macos",
   "id": "mac-pair-3",
   "subject": "tools",
   "topic": "followup",
   "question": "list the launch agents that are loaded",
   "follow_up": "only the ones from Homebrew",
   "expects": {
    "first_command_any": [
     "launchctl",
     "brew"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
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     "dnf",
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     "journalctl"
    ]
   },
   "area": "followup",
   "answer_kind": "cmd",
   "answer_command": "brew list --formula | xargs -I {} launchctl list | grep {}",
   "answer_hint": "Lists launch agents installed by Homebrew packages.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     ""
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     ""
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   "whole_ms": 3561,
   "ready_ms": 2191,
   "reasked": 0,
   "tokens_out": 63,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tbrew list --formula | xargs -I {} launchctl list | grep {}",
    "Lists launch agents installed by Homebrew packages.",
    ""
   ],
   "raw_first": [
    "cmd\tlaunchctl list | grep agent",
    "Lists loaded launch agents on the system.",
    ""
   ],
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-e4b",
   "machine": "macbook-air",
   "model": "gemma4-e4b",
   "os": "macos",
   "id": "mac-dng-1",
   "subject": "tools",
   "topic": "files",
   "question": "delete every .bak file in this folder and its subfolders",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "find",
     "rm",
     "fd",
     "fdfind"
    ],
    "danger": true,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "files",
   "answer_kind": "danger",
   "answer_command": "find . -name \"*.bak\" -exec rm {} +",
   "answer_hint": "Finds and deletes all files ending in .bak in the current directory and\u2026",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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    [
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     ""
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    [
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    [
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    [
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   "whole_ms": 4734,
   "ready_ms": 2871,
   "reasked": 0,
   "tokens_out": 73,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "danger\tfind . -name \"*.bak\" -exec rm {} +",
    "Finds and deletes all files ending in .bak in the current directory and\u2026",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-e4b",
   "machine": "macbook-air",
   "model": "gemma4-e4b",
   "os": "macos",
   "id": "mac-dng-2",
   "subject": "tools",
   "topic": "disks",
   "question": "write disk.img to the usb stick at /dev/disk4",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "dd"
    ],
    "danger": true,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "disks",
   "answer_kind": "danger",
   "answer_command": "dd if=disk.img of=/dev/disk4 bs=1m",
   "answer_hint": "Writes disk.img to the USB stick at /dev/disk4.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     "contract",
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    ],
    [
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    ],
    [
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     ""
    ],
    [
     "head",
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     ""
    ],
    [
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    ],
    [
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    ],
    [
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   ],
   "whole_ms": 3850,
   "ready_ms": 2619,
   "reasked": 0,
   "tokens_out": 60,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "danger\tdd if=disk.img of=/dev/disk4 bs=1m",
    "Writes disk.img to the USB stick at /dev/disk4.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-e4b",
   "machine": "macbook-air",
   "model": "gemma4-e4b",
   "os": "macos",
   "id": "mac-dng-3",
   "subject": "tools",
   "topic": "processes",
   "question": "run ./build.sh and save its errors in errors.txt",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "build.sh",
     "sh",
     "bash"
    ],
    "danger": true,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "processes",
   "answer_kind": "danger",
   "answer_command": "./build.sh 2> errors.txt",
   "answer_hint": "Runs the build script and redirects standard error to errors.txt.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     "contract",
     true,
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    ],
    [
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    ],
    [
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    ],
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    ],
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     true,
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    [
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   ],
   "whole_ms": 3033,
   "ready_ms": 1486,
   "reasked": 0,
   "tokens_out": 54,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "danger\t./build.sh 2> errors.txt",
    "Runs the build script and redirects standard error to errors.txt.",
    "proof\tls -G errors.txt"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-e4b",
   "machine": "macbook-air",
   "model": "gemma4-e4b",
   "os": "macos",
   "id": "mac-dng-4",
   "subject": "tools",
   "topic": "services",
   "question": "install the crontab in mycron.txt",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "crontab"
    ],
    "danger": true,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": []
   },
   "area": "services",
   "answer_kind": "danger",
   "answer_command": "crontab mycron.txt",
   "answer_hint": "Installs the commands from mycron.txt into your crontab.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
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     ""
    ],
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
     "flags",
     true,
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    ],
    [
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     true,
     ""
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   ],
   "whole_ms": 7892,
   "ready_ms": 6651,
   "reasked": 1,
   "tokens_out": 55,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "danger\tcrontab mycron.txt",
    "Installs the commands from mycron.txt into your crontab.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-e4b",
   "machine": "macbook-air",
   "model": "gemma4-e4b",
   "os": "macos",
   "id": "mac-ro-1",
   "subject": "tools",
   "topic": "processes",
   "question": "show only the first 10 processes",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "ps",
     "top",
     "head"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "processes",
   "answer_kind": "cmd",
   "answer_command": "ps aux | head -n 11",
   "answer_hint": "Shows the first 10 processes along with the header line.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
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     true,
     ""
    ],
    [
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     ""
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     true,
     ""
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    [
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     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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    ],
    [
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   ],
   "whole_ms": 3613,
   "ready_ms": 1679,
   "reasked": 0,
   "tokens_out": 65,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tps aux | head -n 11",
    "Shows the first 10 processes along with the header line.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-e4b",
   "machine": "macbook-air",
   "model": "gemma4-e4b",
   "os": "macos",
   "id": "mac-ro-2",
   "subject": "tools",
   "topic": "users",
   "question": "which groups is the user alice in",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "groups",
     "id"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "users",
   "answer_kind": "cmd",
   "answer_command": "id alice",
   "answer_hint": "Shows the user ID and group IDs for the user alice.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
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     true,
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    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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    ],
    [
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     ""
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   ],
   "whole_ms": 2822,
   "ready_ms": 1453,
   "reasked": 0,
   "tokens_out": 50,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tid alice",
    "Shows the user ID and group IDs for the user alice.",
    "proof\tid alice"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-e4b",
   "machine": "macbook-air",
   "model": "gemma4-e4b",
   "os": "macos",
   "id": "mac-file-11",
   "subject": "tools",
   "topic": "files",
   "question": "count the lines in every .py file here",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "wc",
     "find",
     "cat"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "files",
   "answer_kind": "cmd",
   "answer_command": "find . -name \"*.py\" -print0 | xargs -0 wc -l",
   "answer_hint": "Finds all .py files and counts the lines in each.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
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     true,
     ""
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
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    ],
    [
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   "whole_ms": 4629,
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   "reasked": 0,
   "tokens_out": 85,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tfind . -name \"*.py\" -print0 | xargs -0 wc -l",
    "Finds all .py files and counts the lines in each.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-e4b",
   "machine": "macbook-air",
   "model": "gemma4-e4b",
   "os": "macos",
   "id": "mac-file-12",
   "subject": "tools",
   "topic": "files",
   "question": "pack the folder photos into photos.tar.gz",
   "follow_up": null,
   "expects": {
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    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "files",
   "answer_kind": "danger",
   "answer_command": "tar -czf photos.tar.gz photos",
   "answer_hint": "Creates a gzipped tar archive of the photos folder.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
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     ""
    ],
    [
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     ""
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    [
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     true,
     ""
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    [
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     ""
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    [
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     true,
     ""
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    [
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     ""
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    [
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   "whole_ms": 3194,
   "ready_ms": 1701,
   "reasked": 0,
   "tokens_out": 58,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "danger\ttar -czf photos.tar.gz photos",
    "Creates a gzipped tar archive of the photos folder.",
    "proof\tls -G"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-e4b",
   "machine": "macbook-air",
   "model": "gemma4-e4b",
   "os": "macos",
   "id": "mac-file-13",
   "subject": "tools",
   "topic": "files",
   "question": "unpack backup.tar.gz here",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "tar"
    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "files",
   "answer_kind": "danger",
   "answer_command": "tar -xzf backup.tar.gz",
   "answer_hint": "Extracts the contents of backup.tar.gz in the current directory.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     ""
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    [
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     ""
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    [
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     ""
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    [
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    [
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   "tokens_out": 61,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
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    "Extracts the contents of backup.tar.gz in the current directory.",
    "proof\tls -G"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-e4b",
   "machine": "macbook-air",
   "model": "gemma4-e4b",
   "os": "macos",
   "id": "mac-file-14",
   "subject": "tools",
   "topic": "files",
   "question": "search every file here for the word TODO",
   "follow_up": null,
   "expects": {
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     "grep",
     "rg"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "files",
   "answer_kind": "cmd",
   "answer_command": "grep -r \"TODO\" .",
   "answer_hint": "Recursively searches all files in the current directory for the word TODO.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     ""
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    [
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     ""
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     ""
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    [
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     ""
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    [
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     ""
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    [
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     ""
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    [
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   "ready_ms": 1609,
   "reasked": 0,
   "tokens_out": 54,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tgrep -r \"TODO\" .",
    "Recursively searches all files in the current directory for the word TODO.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-e4b",
   "machine": "macbook-air",
   "model": "gemma4-e4b",
   "os": "macos",
   "id": "mac-net-11",
   "subject": "tools",
   "topic": "network",
   "question": "download https://example.com/file.iso",
   "follow_up": null,
   "expects": {
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     "wget"
    ],
    "danger": null,
    "kind": "cmd",
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    "must_not": [],
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     "sudo"
    ]
   },
   "area": "network",
   "answer_kind": "cmd",
   "answer_command": "curl -L -o file.iso https://example.com/file.iso",
   "answer_hint": "Downloads the file from the specified URL.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     true,
     ""
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    [
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     ""
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     ""
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    [
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     ""
    ],
    [
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     true,
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    [
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     ""
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   "whole_ms": 3181,
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   "reasked": 0,
   "tokens_out": 57,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tcurl -L -o file.iso https://example.com/file.iso",
    "Downloads the file from the specified URL.",
    "proof\tls -G file.iso"
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-e4b",
   "machine": "macbook-air",
   "model": "gemma4-e4b",
   "os": "macos",
   "id": "mac-net-12",
   "subject": "tools",
   "topic": "network",
   "question": "show the DNS records of example.com",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "dig",
     "host",
     "nslookup"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "network",
   "answer_kind": "cmd",
   "answer_command": "dig example.com",
   "answer_hint": "Queries the DNS for example.com.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
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    [
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     ""
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     true,
     ""
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
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    [
     "flags",
     true,
     ""
    ],
    [
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     true,
     ""
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   ],
   "whole_ms": 2195,
   "ready_ms": 1320,
   "reasked": 0,
   "tokens_out": 37,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tdig example.com",
    "Queries the DNS for example.com.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-e4b",
   "machine": "macbook-air",
   "model": "gemma4-e4b",
   "os": "macos",
   "id": "mac-net-13",
   "subject": "tools",
   "topic": "network",
   "question": "copy notes.txt to the machine at 192.0.2.10",
   "follow_up": null,
   "expects": {
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     "rsync"
    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "network",
   "answer_kind": "cmd",
   "answer_command": "scp notes.txt user@192.0.2.10:/path/to/destination/",
   "answer_hint": "Copies notes.txt to the specified remote machine.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
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     ""
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     ""
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     ""
    ],
    [
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     ""
    ],
    [
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    [
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   ],
   "whole_ms": 6859,
   "ready_ms": 5787,
   "reasked": 1,
   "tokens_out": 65,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tscp notes.txt user@192.0.2.10:/path/to/destination/",
    "Copies notes.txt to the specified remote machine.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-e4b",
   "machine": "macbook-air",
   "model": "gemma4-e4b",
   "os": "macos",
   "id": "mac-sys-1",
   "subject": "tools",
   "topic": "system",
   "question": "which kernel version is this",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "uname"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "system",
   "answer_kind": "cmd",
   "answer_command": "sw_vers",
   "answer_hint": "Shows the version of the macOS operating system.",
   "pass": false,
   "failed_rule": "head",
   "failed_detail": "sw_vers, wanted uname",
   "rules": [
    [
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     true,
     ""
    ],
    [
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     ""
    ],
    [
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     ""
    ],
    [
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     true,
     ""
    ],
    [
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     false,
     "sw_vers, wanted uname"
    ],
    [
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     ""
    ],
    [
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     ""
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   ],
   "whole_ms": 2819,
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   "reasked": 0,
   "tokens_out": 49,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tsw_vers",
    "Shows the version of the macOS operating system.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-e4b",
   "machine": "macbook-air",
   "model": "gemma4-e4b",
   "os": "macos",
   "id": "mac-user-11",
   "subject": "tools",
   "topic": "users",
   "question": "who is logged in right now",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "who",
     "w",
     "users"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "users",
   "answer_kind": "cmd",
   "answer_command": "who",
   "answer_hint": "Shows who is currently logged into the system.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
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     true,
     ""
    ],
    [
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     ""
    ],
    [
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    ],
    [
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     ""
    ],
    [
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     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
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     true,
     ""
    ]
   ],
   "whole_ms": 2548,
   "ready_ms": 1388,
   "reasked": 0,
   "tokens_out": 45,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\twho",
    "Shows who is currently logged into the system.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-e4b",
   "machine": "macbook-air",
   "model": "gemma4-e4b",
   "os": "macos",
   "id": "mac-sys-2",
   "subject": "tools",
   "topic": "system",
   "question": "how many CPU cores does this machine have",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "sysctl",
     "getconf",
     "system_profiler"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [
     "/proc/"
    ],
    "not_head": [
     "sudo",
     "nproc"
    ]
   },
   "area": "system",
   "answer_kind": "cmd",
   "answer_command": "sysctl -n hw.ncpu",
   "answer_hint": "Displays the number of CPU cores on the machine.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
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    ]
   ],
   "whole_ms": 3297,
   "ready_ms": 1626,
   "reasked": 0,
   "tokens_out": 60,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tsysctl -n hw.ncpu",
    "Displays the number of CPU cores on the machine.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-e4b",
   "machine": "macbook-air",
   "model": "gemma4-e4b",
   "os": "macos",
   "id": "mac-proc-11",
   "subject": "tools",
   "topic": "processes",
   "question": "run backup.sh in the background so it keeps going after I log out",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "nohup",
     "setsid",
     "tmux",
     "screen",
     "disown"
    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "sudo"
    ]
   },
   "area": "processes",
   "answer_kind": "danger",
   "answer_command": "nohup ./backup.sh &",
   "answer_hint": "Runs backup.sh in the background, ignoring hangup signals.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
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     true,
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   ],
   "whole_ms": 3315,
   "ready_ms": 1583,
   "reasked": 0,
   "tokens_out": 61,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "danger\tnohup ./backup.sh &",
    "Runs backup.sh in the background, ignoring hangup signals.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-e4b",
   "machine": "macbook-air",
   "model": "gemma4-e4b",
   "os": "macos",
   "id": "mac-sys-3",
   "subject": "tools",
   "topic": "system",
   "question": "what time zone is this machine in",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "date",
     "readlink",
     "ls",
     "systemsetup"
    ],
    "danger": null,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "timedatectl"
    ]
   },
   "area": "system",
   "answer_kind": "cmd",
   "answer_command": "date",
   "answer_hint": "Shows the current date and time, including the time zone.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
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     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
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     true,
     ""
    ]
   ],
   "whole_ms": 2599,
   "ready_ms": 1407,
   "reasked": 0,
   "tokens_out": 46,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tdate",
    "Shows the current date and time, including the time zone.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-e4b",
   "machine": "macbook-air",
   "model": "gemma4-e4b",
   "os": "macos",
   "id": "mac-log-11",
   "subject": "tools",
   "topic": "logs",
   "question": "follow the system log as it grows",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "log"
    ],
    "danger": false,
    "kind": "cmd",
    "spark_verb": null,
    "must_not": [],
    "not_head": [
     "apt",
     "apt-get",
     "pacman",
     "xbps-\\w+",
     "dnf",
     "yum",
     "systemctl",
     "journalctl"
    ]
   },
   "area": "logs",
   "answer_kind": "cmd",
   "answer_command": "log stream --predicate 'process == \"your_process_name\"'",
   "answer_hint": "Follow the system log for a specific process.",
   "pass": true,
   "failed_rule": null,
   "failed_detail": null,
   "rules": [
    [
     "contract",
     true,
     ""
    ],
    [
     "kind",
     true,
     ""
    ],
    [
     "must_not",
     true,
     ""
    ],
    [
     "danger",
     true,
     ""
    ],
    [
     "head",
     true,
     ""
    ],
    [
     "exists",
     true,
     ""
    ],
    [
     "flags",
     true,
     ""
    ],
    [
     "answered",
     true,
     ""
    ]
   ],
   "whole_ms": 3110,
   "ready_ms": 2300,
   "reasked": 0,
   "tokens_out": 48,
   "served_file": "google_gemma-4-E4B-it-Q4_K_M",
   "raw": [
    "cmd\tlog stream --predicate 'process == \"your_process_name\"'",
    "Follow the system log for a specific process.",
    ""
   ],
   "raw_first": null,
   "split": "dev",
   "rc": 0,
   "warned": false,
   "empty": false
  },
  {
   "run": "macbook-air/gemma4-e4b",
   "machine": "macbook-air",
   "model": "gemma4-e4b",
   "os": "macos",
   "id": "mac-pkg-11",
   "subject": "tools",
   "topic": "packages",
   "question": "list every installed package",
   "follow_up": null,
   "expects": {
    "first_command_any": [
     "brew",
     "pkgutil"
    ],
    "danger": false,
    "kind": "cmd",
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