Apply when debugging or reaching for a try/except guard. Trace the symptom to its root cause; resist broad exception swallowing and nil-checks that silence crashes.
Scanned 9/2/2026
Install to Claude Code
npx -y skills add itsvedantkumar/vstack --skill principle-fix-root-causes --agent claude-codeInstalls into .claude/skills of the current project.
Are you the author of Principle Fix Root Causes?
Add the live security badge to your README — it updates automatically with every re-scan.
[](https://www.skillsdirectory.com/skills/itsvedantkumar-principle-fix-root-causes)More formats (shields.io, HTML) on the badges page.
---
name: principle-fix-root-causes
description: "Apply when debugging or reaching for a try/except guard. Trace the symptom to its root cause; resist broad exception swallowing and nil-checks that silence crashes."
---
# 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)
**Restart bugs: suspect state before code**
Code doesn't change between runs. State does. When something "fails after restart," suspect stale persistent state first: config files, caches, lock files, serialized state. If clearing a state file restores behavior, prioritize state validation as the fix.
Is this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.
No comments yet. Be the first to comment!