# Systematic Debugging

> Finds the root cause of a bug, test failure, or unexpected behavior before proposing any fix. Use this whenever something is broken and the cause is not yet proven — a failing test, a production error, intermittent behavior, or a symptom that appeared after a change. Also use when a fix has been attempted and did not work, or when the same bug keeps coming back.

- Skill: `cbrock84/systematic-debugging` (Agent Skill)
- Install (CLI): `npx skillmds@latest add cbrock84/systematic-debugging`
- Raw SKILL.md: https://api.skillmd.com/api/skills/cbrock84/systematic-debugging/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: cbrock84 (https://skillmd.com/u/cbrock84)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/cbrock84/systematic-debugging

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# Systematic debugging

## The rule

**No fix before the cause is proven.** A change that makes a symptom disappear without an
explanation has not fixed anything — it has moved the failure somewhere you are not looking.

## Method

1. **Reproduce it deterministically.** If you cannot make it happen on demand, you cannot know when
   it is fixed. Intermittent means you have not found the variable yet — order, timing, state,
   environment, data.
2. **Narrow the blast radius.** Bisect: which commit, which input, which branch, which layer. Halve
   the search space with each step rather than reading everything.
3. **State a hypothesis that can be wrong.** "The cache returns stale rows after a write" is a
   hypothesis. "Something is wrong with caching" is not.
4. **Test the hypothesis directly** — a log line, a breakpoint, a probe. Prove it, do not infer it.
5. **Explain the whole symptom.** If your cause explains the error but not why it started Tuesday,
   you have found *a* bug, not *the* bug.
6. **Fix, then verify by reverting.** Put the bug back and confirm the test fails again. This is the
   step people skip, and it is the one that proves causation rather than coincidence.

## Anti-patterns

- **Shotgun changes** — altering several things at once. Now you cannot attribute the fix.
- **"Probably a flake."** Not a diagnosis. A test that fails intermittently is reporting a real
  race, ordering dependency, or shared-state leak.
- **Fixing the symptom** — catching the exception, adding a retry, widening a timeout — without
  knowing what threw it.
- **Trusting the error message's location.** Where it surfaced is rarely where it originated.

## Never

- Close a bug without a reproduction that failed before the fix and passes after it.
- Deploy a change to production to find out whether it works. Reproduce somewhere you can observe first.
- Change the environment and the code in the same step.
- Leave a debugging aid in the code as the fix — a widened timeout, a disabled check, a swallowed exception.

## Return contract

State the reproduction, the proven cause, the fix, and the verification that the fix addresses that
cause specifically. Name anything you ruled out and how.