一键导入
systematic-debugging
4-phase root cause debugging: understand bugs before fixing. Never guess at fixes.
用 Codex 或 Claude 帮你安装 复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它检查 Skill 页面并帮你完成安装。
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4-phase root cause debugging: understand bugs before fixing. Never guess at fixes.
用 Codex 或 Claude 帮你安装 复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
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: