AGENT SKILL

systematic-debugging

Use when diagnosing a bug, failing check, unexpected behavior, or production incident before changing code. Do NOT use for known mechanical edits without a failure.

License 许可
MIT
最近更新
2026-10-14
Stars
★ 16
Forks
5

01 前言 Front Matter

name
systematic-debugging
version
6.2.0
category
workflow
description
Use when diagnosing a bug, failing check, unexpected behavior, or production incident before changing code. Do NOT use for known mechanical edits without a failure.

02 资源文件 11

03 SKILL.md 正文

Systematic Debugging

Find the failing boundary and root cause before implementing a fix. Scale the investigation and regression protection to the risk.

Read ../using-superpowers/references/risk-policy.md.

1. Establish Evidence

  • Read the complete error and relevant logs.
  • Reproduce the symptom or state why reproduction is unavailable.
  • Check recent changes and environmental differences.
  • Trace the bad value or state backward across component boundaries.
  • Add temporary diagnostics only where evidence is missing.

Do not propose a fix from the symptom alone.

2. Form One Hypothesis

State the suspected root cause and the evidence supporting it. Make the smallest reversible experiment that distinguishes this hypothesis from the alternatives. Change one variable at a time.

If the experiment fails, update the hypothesis instead of stacking fixes.

3. Implement the Root-Cause Fix

  • Keep the production change narrow.
  • Remove temporary diagnostics unless they provide lasting operational value.
  • Avoid unrelated refactoring.

Regression Protection

  • High risk or reproduced regression: write one minimal automated regression or contract test first when practical.
  • Medium risk: add a focused test only when the failure would otherwise be hard to notice again.
  • Low risk or impractical automation: use a reproducible smoke check.

Do not create a test for every helper touched by the fix.

4. Verify the Boundary

Run the original reproduction and the closest affected checks. Run the full suite only for shared core changes, a release boundary, or an explicit request.

After 3 failed fix hypotheses, stop and reassess the architecture or missing evidence with the user. Do not start a blind fourth attempt.

Supporting Techniques

  • root-cause-tracing.md
  • defense-in-depth.md
  • condition-based-waiting.md

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