About principle-fix-root-causes
Fix Root Causes is a debugging principle skill for developers. It guides investigation from a visible symptom back to the earliest faulty decision, aiming to correct the fault rather than mask it.
Key features
- 01Reproduce before changing code
- 02Trace causes step by step
- 03Inspect actual errors and state
- 04Distinguish valid from impossible states
- 05Search for repeated fault patterns
- 06Check persisted state after restarts
Use cases
- 01Tracing a failure to its source
- 02Diagnosing bugs that recur elsewhere
- 03Investigating failures after restart
Install
Copy the command and run it in a terminal.
npx skills add https:/ / github.com/ backnotprop/ pstack --skill principle-fix-root-causesAfter installing, type/principle-fix-root-causesin Claude Code to confirm it loaded.
Details
From the project READMEFix Root Causes
When debugging, fix the fault, not the place where it surfaced. The symptom is where a wrong state became visible. The root cause is the first place the system did something it should not do, or failed to handle a state it should handle.
Why: A symptom fix hides the evidence and leaves the fault free to surface somewhere else. Each one makes the system harder to reason about, because the code now carries a workaround for a bug that nobody named.
Pattern:
- Reproduce first.
- Ask "why" at each step until the answer is a wrong decision in the code, not a consequence of an earlier one.
- When stuck, instrument. Read the actual error and the actual state. Do not guess.
- Ask whether the state that triggered the symptom is legitimate. If the system may be in that state, the code that broke on it is the root cause, and handling the state there is the fix. If the state should never exist, a check where it broke hides the bug. Find what produced the state. Guards, retries, swallowed errors, clamped values, and discarded state are the usual ways to hide a bug.
- When something fails only after a restart, suspect persisted state first: config files, caches, lock files, serialized state.
- Check for the pattern, not just the instance. Find every place with the same fault and fix them all.
- If a workaround needs a paragraph-long comment to justify it, the code is wrong. Fix the code, not the comment.
- If the deciding fact took a deep dig to find, propose the cheap, always-on signal that would have shown it at first look.