Implement rotation-clone presence engine (#1) + unit tests + CI tests
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- detect/PresenceEngine.kt: identity-agnostic streaming detector for key-rotating clones (novel-churn gate, seamless-handover chain, co-movement gate, coherence). Full design in docs/detection-rotation-clone.md. - Wired into ScanService as a parallel signal; CONFIRMED verdict raises a distinct rotating-tracker alert (softer tiers stay silent pending real-capture validation). - PresenceEngineTest: synthetic clone (moving -> CONFIRMED), stationary clone (gated), single real tracker + far-ambient (CLEAR). - CI now runs :app:testDebugUnitTest so the engine has behavioural verification, not just a compile check. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_0187UiEtasyowhEBYs6s9iF5
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@@ -407,7 +407,7 @@ data/db/VigilDatabase.kt Room: trackers, 14-day sightings, baseline places
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data/TrackerRepository.kt ingest + baseline + evaluate on each sighting
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detect/CoMovementEvaluator the co-movement test + RSSI proximity gate
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detect/BaselineManager.kt anchor-place learning -> auto-trust household tags
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detect/PresenceEngine.kt (next) the rotation-clone engine of §5
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detect/PresenceEngine.kt the rotation-clone engine of §5 (v1, unit-tested)
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```
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**Privacy properties.** The manifest declares **no `INTERNET` permission**; VIGIL
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@@ -546,5 +546,6 @@ prototype and an open design, and invite the empirical evaluation §7 lays out.
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15. M. Datar, A. Gionis, P. Indyk, R. Motwani. "Maintaining Stream Statistics over Sliding Windows." *SODA* 2002.
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*This working paper accompanies the VIGIL reference implementation. The rotation-clone
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engine (§5) is fully specified in `docs/detection-rotation-clone.md` and is designed
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but not yet wired into the shipping build.*
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engine (§5) is specified in `docs/detection-rotation-clone.md` and implemented as a
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first version in `detect/PresenceEngine.kt` (unit-tested against synthetic clone/ambient
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traces) and wired into the scan service; field-tuning against real captures remains.*
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