- Create docs/sparse_policy_implementation_guide.md with comprehensive guide - Rewrite .claude/rules/sparse-policy.md with mandatory base class requirements - Add new doc reference to CLAUDE.md documentation index Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>