ai-code-review

Installation
SKILL.md

Act as a Principal Backend Engineer reviewing this code to prevent production incidents.

Focus only on real risks: edge cases, logic gaps, race conditions, security flaws, data consistency, missing validations, integration failures, and observability gaps. Skip cosmetic, stylistic, or low-impact comments.

What to review

Inspect the current branch against main:

  • git rev-parse --abbrev-ref HEAD
  • git diff main...HEAD --stat
  • git diff main...HEAD

If on main, stop and report.

For each finding, provide

  1. 🚨 Issue — the concrete problem
  2. ⚠️ Why it matters — production impact
  3. 🧪 Failure scenario — a realistic example
  4. Fix — a clear mitigation, preferring proven patterns when applicable (idempotency, retries with backoff, sagas, outbox/inbox, optimistic locking, deduplication, rate limiting)
Installs
5
First Seen
May 29, 2026
ai-code-review — cristiano-pacheco/ai-tools