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principle-fix-root-causes — Claude Code skill: fix the cause, not

A debugging skill that walks each symptom back to the first place the system went wrong and insists the fix lands there.

Install into Claude Code · Skills CLI (Vercel) All methods and platforms ↓
npx skills add backnotprop/pstack --skill principle-fix-root-causes -a claude-code
Open on GitHub

What principle-fix-root-causes does

The skill kicks in while an agent is debugging. A symptom is where a wrong state became visible. The root cause is the first place the code did something it should not do, or failed to handle a state it should handle.

What's inside is a sequence of steps. Reproduce first. Then ask "why" at every step until the answer is a wrong decision in the code rather than a consequence of an earlier one. When stuck, instrument: read the actual error and the actual state instead of guessing. Then the key question — is the state that triggered the symptom 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 that state should never exist, a check at the break point hides the bug; find what produced it. Guards, retries, swallowed errors, clamped values and discarded state are the usual ways a bug gets hidden.

There are practical leads too. A failure that shows up only after a restart points at persisted state first: config files, caches, lock files, serialized state. Look for the pattern, not the single instance, and fix every place with the same fault. If a workaround needs a paragraph-long comment to justify it, the code is wrong, not the comment. The skill lives in the backnotprop/pstack repository under MIT and installs with one command per platform.

What it helps with

  • trace a bug to the first place the system went wrong instead of patching the symptom
  • tell a legitimate state apart from a bug it is hiding
  • debug a failure that only appears after a restart
  • find every place with the same fault and fix them together
  • strip out guards and retries that mask the real cause

Example prompts for the agent

  • reproduce the bug and trace it to the root cause without touching where it surfaced
  • is that state even legitimate? if it is, fix the code that broke on it
  • it only fails after a restart — check persisted state: config files, caches, lock files

How to install principle-fix-root-causes

1Skills CLI (Vercel)

npx skills add backnotprop/pstack --skill principle-fix-root-causes -a claude-code

2Manually: put the files in place

~/.claude/skills/principle-fix-root-causes/SKILL.md

Copy the whole skill folder; for one project use .claude/skills/principle-fix-root-causes/

Step by step, with commands for each platform: How to install skills in Claude Code: five ways

Questions about principle-fix-root-causes

How do I install principle-fix-root-causes in Claude?

Run npx skills add backnotprop/pstack --skill principle-fix-root-causes -a claude-code. The skill lands in ~/.claude/skills/principle-fix-root-causes/SKILL.md.

What does principle-fix-root-causes do?

It gives the agent a debugging order: reproduce, ask "why" until you hit a wrong decision in the code, check whether the state is legitimate, and fix the cause rather than the place the bug surfaced.

Which platforms does the skill support?

Claude, Codex, Cursor, GitHub Copilot, Gemini CLI and OpenCode. Each platform has its own install command in the repository.

Source text

SKILL.md · MIT
---
name: principle-fix-root-causes
description: "Apply when debugging. Trace each symptom back to the first place the system went wrong and fix it there. A guard is a fix only when the state it handles is legitimate."
disable-model-invocation: true
---

# Fix 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.

© backnotprop · MIT · backnotprop/pstack

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