skills/skills.volces.com/scar-code-review

scar-code-review

Installation
SKILL.md

scar-code-review

What this does

A code review system that learns from its own misses. Two layers work together:

  1. Checklist review — Regex/heuristic checks across 4 dimensions:

    • Security: SQL injection, hardcoded secrets, XSS, eval/exec
    • Performance: N+1 queries, missing pagination, unbounded SELECTs
    • Correctness: Unchecked nulls, off-by-one patterns, unhandled promises
    • Maintainability: Long functions, deep nesting, magic numbers
  2. Scar reflex arc — Pattern-matching against past review misses. When a review fails to catch a bug that later causes an incident, record a scar. Next time, the reflex fires before the LLM even looks at the diff.

No external dependencies. stdlib only. Python 3.9+.

Quick start

Installs
3
First Seen
Apr 22, 2026
scar-code-review from skills.volces.com