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ohm41321ohm41321/luciazero/skills/debug/SKILL.md

debug

Skill6 starsChanged 3 months agoMITView on GitHub

Debug a stubborn bug with a deterministic reproduction, hypothesis ledger, one-variable fixes, and a regression test. Use after the first obvious look fails, reproduction is unclear, or a fix attempt failed. Not for routine obvious failures; use for "ไล่บั๊ก".

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The file

We split this skill into the rules it gives an agent

7 rules. 0 are common, 5 are distinctive, and 2 are very specific to this project.

  • 0

    Common

    Most of the 175 edited versions we read keep these.

  • 5

    Distinctive

    This author's own choices. Worth a look.

  • 2

    Very specific

    Tied to their project's names, files or tools. Probably skip.

  • Common
  • Distinctive
  • Very specific
  1. Distinctive:

    Do not theorize about causes of a failure you cannot trigger.

    line 14
  2. Distinctive:

    Before inventing causes, search the symptom in:

    line 26
  3. Distinctive:

    Run the observation, not the edit.

    line 39
  4. Very specific:

    Commit a regression test. Run it both ways and quote both results: red before the fix, green after.

    line 52
  5. Distinctive:

    Remove all instrumentation: prints, sleeps, debug flags.

    line 55
  6. Distinctive:

    Run the full verify tier.

    line 56
  7. Very specific:

    If the cause, footgun, or null result is not obvious from code, run /retro.

    line 57

“Common” is measured: kept by at least 6 in 10 of the 175 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
SKILL.md

Debug

For bugs that resist the first obvious look: debugging starts with a hypothesis, not an edit. Reality, not a plausible patch, decides.

1. Reproduce first

Find one command that shows the failure deterministically. It is ground truth. Do not theorize about causes of a failure you cannot trigger.

For intermittent failures, fix the seed, pin the time/timezone, run it in a loop, and identify the trigger before proceeding.

2. Minimize

Shrink to smaller input, fewer flags, one test instead of the suite. Stop when further reduction costs more than it clarifies.

3. Hypothesis ledger

Before inventing causes, search the symptom in:

  • repo ledger docs/lessons.md;
  • configured harness luciazero-heuristics.md under ${CLAUDE_CONFIG_DIR:-$HOME/.claude} or ${CODEX_HOME:-$HOME/.codex}.

A match becomes H1, but must pass its proven-by observation.

H<N>: <suspected cause> — refutable by: <command / observation> → <refuted|confirmed|pending>

Run the observation, not the edit. Choose the cheapest discriminating log, query, debugger stop, grep, or bisect. Trust real state. Dead hypotheses stay in the ledger marked refuted. Keep the ledger visible in the conversation.

4. One variable per iteration

Change one thing, re-run the reproduction, and record the result. A failed fix gets reverted before the next attempt. Two consecutive failed fixes on the same hypothesis means the hypothesis is dead; widen to environment, versions, input, concurrency, or a wrong test.

5. Close out

  • Commit a regression test. Run it both ways and quote both results: red before the fix, green after. Use the done skill's revert-probe.cjs when applicable; once the fix is committed, pass the pre-fix commit as its base ref.
  • Remove all instrumentation: prints, sleeps, debug flags.
  • Run the full verify tier.
  • If the cause, footgun, or null result is not obvious from code, run /retro; debugged failures go to docs/lessons.md as symptom → cause → proof → fix.

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