بنقرة واحدة
systematic-debugging
4-phase root cause debugging: understand bugs before fixing. Never guess at fixes.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
القائمة
4-phase root cause debugging: understand bugs before fixing. Never guess at fixes.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
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.
استنادا إلى تصنيف SOC المهني
| 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: