Individual skill
principle-fix-root-causes
Apply when debugging. Trace each symptom to its root cause and fix it there; reproduce first, ask why until you reach it, resist nil-check guards that silence crashes.
skills/principle-fix-root-causes/SKILL.md
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SKILL.mdcore · 1,458 bytesagents/openai.yamlasset · 311 bytes
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# Fix Root Causes
When debugging, do not paper over symptoms. Trace every problem to its root cause and fix it there.
**Why:** Symptom fixes accumulate. Each workaround makes the system harder to reason about, and the real bug remains. Root-cause fixes are slower upfront but reduce total debugging time.
**Pattern:**
- Reproduce first (if you can't reproduce it, you can't verify your fix)
- Ask "why" until you hit the root cause
- Resist the urge to add guards (adding a nil check to silence a crash is a symptom fix)
- If a workaround needs a paragraph-long comment to justify it, the code is wrong (fix the code, not the comment)
- Check for the pattern, not just the instance (grep for the same pattern, fix all instances)
- When stuck, instrument. Don't guess (add logging, read the actual error)
- If the deciding fact took a deep dig to find, propose the cheap, always-on signal that would have shown it at first look