Bug Fix Protocol

SkillAI & models

Use when fixing a reported bug end to end. Enforces a disciplined sequence — reproduce, write a failing test, fix minimally, verify, prevent recurrence — and blocks the common failure mode of patching symptoms.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Bug Fix Protocol skill

What this skill tells your AI

The instructions your AI receives, as published by nimadorostkar/claude-skills-collection in skills/development/bug-fix-protocol/SKILL.md and read by ahel’s review.

Purpose

Turn a bug report into a merged fix without introducing a second bug. The protocol is deliberately rigid: it exists to prevent the two most common failures — fixing the symptom, and fixing the cause without proving it.

When to Use

  • Any reported defect with a reproducible symptom.
  • A regression discovered in CI or production.
  • A hotfix under time pressure — especially then.

Capabilities

  • Reproduction and minimization.
  • Root-cause isolation (see the debugging skill for the search method).
  • Minimal, targeted fixes with regression tests.
  • Blast-radius assessment for the same class of defect elsewhere.

Inputs

  • The bug report: expected behavior, observed behavior, environment, steps.
  • Access to logs, traces, or a failing build.
  • The severity and whether a rollback is available.

Outputs

  • A failing test that captures the bug.
  • The smallest change that makes it pass.
  • A note on where else this defect class could occur.

Workflow

  1. Reproduce before reading code. If you cannot reproduce it, the report is incomplete — go back for the missing detail. Do not guess.
  2. Write the failing test. In the real test suite, at the right level. It must fail for the right reason, with a clear message.
  3. Find the cause. Not the line where it crashed — the decision that made the crash possible.
  4. Fix minimally. Change only what is required. Refactoring belongs in a separate commit.
  5. Verify. New test passes; full suite passes; reproduce the original scenario manually and confirm it is gone.
  6. Look for siblings. Grep for the same pattern elsewhere. A bug found once is usually present three times.
  7. Close the loop. State in the PR: what broke, why, what changed, and what now prevents it.

Best Practices

  • If you cannot write a test that fails before the fix, you have not understood the bug.
  • Under time pressure, mitigate first (rollback, feature flag, rate limit), then fix properly. Do not ship a rushed fix to production and call it done.
  • Never "fix" a flaky test by retrying it. Flakiness is a real defect in the test or the code.
  • Do not widen a try/except to make an error go away. That hides the next bug too.
  • Record the root cause in the issue, not just the fix. The next person will search for the symptom.

Examples

PR description that closes the loop:

## What broke
Users on annual plans were charged twice when upgrading mid-cycle.

## Why
`ProrationCalculator` issued the invoice before checking whether the
subscription already had a pending invoice for the same period. Under
concurrent upgrade requests, both passed the check.

## Fix
Added a unique constraint on (subscription_id, period_start) and made
invoice creation idempotent on that key. The second request now returns
the existing invoice rather than creating one.

## Prevention
Regression test `test_concurrent_upgrade_creates_one_invoice` runs two
upgrades in parallel and asserts a single invoice. Audited the other
three call sites of `issue_invoice` — `RenewalJob` had the same gap and
is fixed in the same commit.

Notes

  • Idempotency keys on write endpoints prevent an entire class of duplicate-side-effect bugs. If the bug was a duplicate charge, message, or record, this is usually the real fix.
  • If a bug is reported and cannot be reproduced after honest effort, close it as such and say what you tried. Leaving it open forever is not diligence.

Signals

GitHub stars
26
Forks
3
Last commit
Aug 2026
Advanced
Catalog kind
skill
Gateway key
bug-fix-protocol-nimadorostkar
Source
github.com/nimadorostkar/claude-skills-collection