---
source_keys:
  - context7-pre-commit-com
  - pre-commit-com
  - context7-pre-commit-hooks
  - pre-commit-hooks-github
---

# references/

| File | Purpose |
|---|---|
| `failure-patterns.md` | Hook failure causes and concrete fix suggestions — loaded when hooks fail |
| `sources.md` | Provenance: research sources that informed this skill |