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systematic-debugging
4-phase root cause debugging: understand bugs before fixing. Never guess at fixes.
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
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4-phase root cause debugging: understand bugs before fixing. Never guess at fixes.
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
SOC 職業分類に基づく
Karpathy-inspired guidelines: Think before coding, Simplicity first, Surgical changes, Goal-driven execution
Use when you have a written implementation plan to execute in a separate session with review checkpoints
Write an actionable markdown plan before implementation. Bite-sized tasks, exact paths, complete code.
Write clear Conventional Commits. Imperative subject, explain why not what, one logical change per commit.
Optimize based on measurement, never guesswork. Profile first, fix the real bottleneck, verify the win.
Refactor code without changing behavior. Small steps, green tests after every change, no mixing with feature work.
| name | systematic-debugging |
| description | 4-phase root cause debugging: understand bugs before fixing. Never guess at fixes. |
Core principle: ALWAYS find root cause before attempting fixes. Symptom fixes are failure.
NO FIXES WITHOUT ROOT CAUSE INVESTIGATION FIRST
BEFORE attempting ANY fix:
read to open relevant source filesgrep to find the error string in the codebasebash to run the failing test or trigger the buggrep to find callers, read to understand logiceditbash the testbash the full suiteUse for ANY technical issue. Use ESPECIALLY when: