mimimaster/piwin/systematic-debugging

Claude Code and agent skill by mimimaster/piwin

Trust tier 3
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Checking that the SKILL.md file is still in the repository.

Root-cause a failure with an evidence-first loop (reproduce, one hypothesis, minimal probe, smallest fix, re-run). Use before proposing a fix for any bug, failing test, crash, error message, build or typecheck failure, or unexpected behavior (报错 / 不工作 / 挂了).

Install

npx vskill@latest install mimimaster/piwin/systematic-debugging

SKILL.md

Systematic Debugging

Goal

A root-caused, minimal fix for a reproduced failure, with evidence it no longer fails.

Done means

  • Failure is reproduced with exact command, error text, and environment notes.
  • Smallest failing surface is identified (file, test, log line).
  • One falsifiable hypothesis was tested with a minimal probe (log, assertion, or failing test).
  • Smallest fix that passes the probe is in place.
  • Original failing path plus one nearby regression check pass.
  • Root cause is recorded briefly for the next agent/PR.

Stop when

  • Cannot reproduce — gather more evidence; do not shotgun-edit.
  • Hypothesis disproved — form the next single hypothesis; do not stack unrelated changes.

Constraints

  • No “fixed” claim without re-run evidence in this environment.

Verify

  • Failing path is green after the fix; probe/test remains as lasting signal when useful.

Security

  • Security scanPassed, 90 of 100Pattern checks on the skill's files.
  • Model reviewPassed

See the full security report

Quality evaluation

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Source

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