review-rules.md

# PR Review Rules

Review-specific rules for Claude. Focus on correctness — style is handled by ruff.

Before reviewing, read and apply the guidelines in:
- [AGENTS.md](AGENTS.md) — coding style, copied code
- [models.md](models.md) — model conventions, attention pattern, implementation rules, dependencies, gotchas
- [skills/model-integration/modular-conversion.md](skills/model-integration/modular-conversion.md) — modular pipeline patterns, block structure, key conventions
- [skills/parity-testing/SKILL.md](skills/parity-testing/SKILL.md) — testing rules, comparison utilities
- [skills/parity-testing/pitfalls.md](skills/parity-testing/pitfalls.md) — known pitfalls (dtype mismatches, config assumptions, etc.)

## Common mistakes (add new rules below this line)