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## Summary
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<!-- One or two sentences on what this PR changes and why. -->
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## Type of change
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- [ ] Bug fix
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- [ ] New feature
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- [ ] Refactor (no behaviour change)
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- [ ] Documentation
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- [ ] Build / tooling
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## Affected areas
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- [ ] Capture path
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- [ ] Recall / retrieval
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- [ ] Consolidation / sleep cycles
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- [ ] Daemon lifecycle / FSM
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- [ ] Storage / encryption at rest
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- [ ] MCP wrapper (TypeScript)
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- [ ] Bench harness
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- [ ] CLI / doctor
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- [ ] Other: ___
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## Testing
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- [ ] `pytest` passes locally
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- [ ] `ruff check src/ tests/` clean
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- [ ] New tests added for changed behaviour, or rationale below for why not
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## Benchmarks
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If this PR touches retrieval, capture, or consolidation, include before/after numbers from the relevant `bench.*` harness.
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- Bench command run: `python -m bench.___`
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- Before:
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- After:
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## Notes for reviewers
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<!-- Anything reviewers should know: known limitations, follow-ups, design choices. -->
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