## Summary

Briefly describe what this pull request changes and why.

## Changes

- 

## Validation

- [ ] `bash tests/test-generate.sh`
- [ ] `bash tests/test-hooks.sh`
- [ ] `bash tests/test-peer-review.sh`
- [ ] `bash tests/test-review-loop.sh`
- [ ] `bash adapters/claude-code/setup.sh && bash tests/test-shared-structure.sh`

## Checklist

- [ ] Scope is focused and does not mix unrelated changes
- [ ] Documentation updated where needed
- [ ] Security-sensitive findings were handled privately per `SECURITY.md`
- [ ] No secrets or credentials were introduced
