## Summary

<!-- Brief description of changes (1-3 bullet points) -->

-

## Related Issue

<!-- Link to related issue if applicable -->
Fixes #

## Type of Change

- [ ] Bug fix (non-breaking change that fixes an issue)
- [ ] New feature (non-breaking change that adds functionality)
- [ ] Breaking change (fix or feature that would cause existing functionality to change)
- [ ] Documentation update
- [ ] Refactoring (no functional changes)

## Checklist

### Code Quality
- [ ] I have read the [Agent Guardrails](docs/AGENT_GUARDRAILS.md) (if AI-assisted)
- [ ] My code follows the project's style guidelines
- [ ] I have performed a self-review of my code
- [ ] I have added tests that prove my fix/feature works
- [ ] New and existing tests pass locally

### Security
- [ ] No secrets, credentials, or API keys in code
- [ ] No .env files committed (see [SECRETS_MANAGEMENT.md](.github/SECRETS_MANAGEMENT.md))
- [ ] Security-sensitive changes reviewed by team

### Documentation
- [ ] I have updated documentation as needed
- [ ] INDEX_MAP.md updated (if new docs added)
- [ ] HEADER_MAP.md updated (if doc sections changed)
- [ ] All docs under 500 lines (see [MODULAR_DOCUMENTATION.md](docs/standards/MODULAR_DOCUMENTATION.md))

## Test Plan

<!-- How to test these changes -->

- [ ]

## Screenshots (if applicable)

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**AI Attribution:** If this PR was created with AI assistance, include:
```
Authored by TheArchitectit
```