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power-debug

Use when encountering any bug, test failure, or unexpected behavior, before proposing any fix

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  • SKILL.md3.1 KB
  • agents/openai.yaml183 B

SKILL.md(原文)

安装前可以查看交给 AI 代理的指令内容。

Find the Root Cause First

The iron law

No fix without root cause investigation first.

A fix applied to a symptom you have not explained is a guess. Guesses that happen to work are worse than guesses that fail, because they hide the real defect until it returns somewhere more expensive.

Phase 0 — Has this already been documented?

If .planning/power/context/pitfalls.md exists, read it before anything else. It is where previously observed failure modes were recorded with evidence, and the cheapest possible investigation is discovering that someone already did it.

A match there is a lead, not a verdict: confirm it against the current failure before acting on it.

Phase 1 — Root cause

  1. Read the entire error. All of it — the message, the type, every frame of the stack, the lines before it. The answer is in there more often than not.
  2. Reproduce it consistently. An intermittent failure you cannot trigger is not yet understood. Find the condition that makes it deterministic.
  3. Check what changed recently. git log, git diff. Most breakage is recent.
  4. In a multi-component system, instrument every boundary before proposing anything. Add logging at each hand-off — caller, transport, handler, storage — and run once to learn where it breaks. Guessing which layer is wrong and fixing that layer is how three fixes go by without touching the defect.
  5. Trace the data backwards from where it is wrong to where it was right. The bug is between those two points.

Phase 2 — Pattern analysis

Find something in this same codebase that works and does the same kind of thing. Read it completely — not a skim, not the parts you expect to matter. List every difference between it and the broken path, including the ones that look irrelevant. The irrelevant-looking one is frequently the answer.

Phase 3 — One hypothesis at a time

Write it down: "I think X is the cause, because Y." Design the smallest test that would prove it wrong. Change one variable.

If the hypothesis was wrong, form a new one. Do not stack another fix on top of the previous attempt — a codebase with three speculative fixes in it is harder to debug than the original bug.

Phase 4 — Fix

  1. Write the failing test first (pwdev-power:power-tdd).
  2. Fix the root cause, once. No "while I'm here" — an unrelated improvement in a bugfix commit makes the bisect useless.
  3. Verify with pwdev-power:power-verify.

Three strikes

If three fixes have failed, stop. The problem is not where you are looking, and the architecture is now the suspect. Bring it to your human partner with what you tried and what each attempt ruled out. Continuing costs more than asking.

Signals you have already gone wrong

When your human partner says any of these, they are telling you that you skipped Phase 1:

  • "Is that actually happening?"
  • "Stop guessing."
  • "Think about this properly."

Go back to reading the error.

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