Context Map

Before implementing any changes, analyze the codebase and create a context map.

Task

{{task_description}}

Instructions

1. Search the codebase for files related to this task
2. Identify direct dependencies (imports/exports)
3. Find related tests
4. Look for similar patterns in existing code

Output Format

## Context Map

### Files to Modify
| File | Purpose | Changes Needed |
|------|---------|----------------|
| path/to/file | description | what changes |

### Dependencies (may need updates)
| File | Relationship |
|------|--------------|
| path/to/dep | imports X from modified file |

### Test Files
| Test | Coverage |
|------|----------|
| path/to/test | tests affected functionality |

### Reference Patterns
| File | Pattern |
|------|---------|
| path/to/similar | example to follow |

### Risk Assessment
- [ ] Breaking changes to public API
- [ ] Database migrations needed
- [ ] Configuration changes required