dev backbone template

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# Implementation Rules
## Change policy
- Prefer edits over rewrites.
- Keep changes localized.
- One change = one purpose.
- Avoid unnecessary abstraction.
## Dependency policy
- Default: do not add dependencies.
- If adding: explain why, alternatives considered, and impact.
## Error handling
- Validate inputs at boundaries.
- Error messages must be actionable: what failed + what to do next.