more features checks. setup improvements
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# Signal State Attachment for CVE Observations (Feedser/VexLens/Graph/Findings Integration)
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## Module
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Signals
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## Status
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VERIFIED
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## Description
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Backend integration wiring the Determinization subsystem: Feedser attaches SignalState<EpssEvidence> with query status, VexLens emits SignalUpdatedEvent on VEX changes, Graph nodes carry ObservationState/UncertaintyScore/GuardRails, and Findings persists observation lifecycle with state transitions.
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## Implementation Details
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- **Modules**: `src/Signals/StellaOps.Signals/Models/`, `src/Signals/StellaOps.Signals/Lattice/`
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- **Key Classes**:
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- `ReachabilityFactDocument` (`src/Signals/StellaOps.Signals/Models/ReachabilityFactDocument.cs`) - document carrying observation state and signal attachments
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- `ReachabilityFactUpdatedEvent` (`src/Signals/StellaOps.Signals/Models/ReachabilityFactUpdatedEvent.cs`) - event emitted when reachability facts change
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- `RuntimeUpdatedEventFactory` (`src/Signals/StellaOps.Signals/Models/RuntimeUpdatedEvent.cs`) - factory for runtime update events propagated to downstream modules
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- `UncertaintyDocument` (`src/Signals/StellaOps.Signals/Models/UncertaintyDocument.cs`) - document model for uncertainty scores attached to observations
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- `ReachabilityLattice` (`src/Signals/StellaOps.Signals/Lattice/ReachabilityLattice.cs`) - lattice-based state merge for observation evidence
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- **Source**: SPRINT_20260106_001_004_BE_determinization_integration.md
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## E2E Test Plan
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- [ ] Attach a signal state to a CVE observation and verify the state is persisted with the finding
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- [ ] Emit a `ReachabilityFactUpdatedEvent` and verify downstream modules (VexLens, Graph) receive the update
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- [ ] Verify observation state transitions: update a finding's signal state and confirm the lifecycle is tracked
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- [ ] Verify uncertainty score attachment: assign an uncertainty score to an observation and confirm it propagates to graph nodes
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- [ ] Verify guard rails: attach guard rail metadata and confirm it constrains observation scoring
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## Verification
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- **Run ID**: run-001
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- **Date**: 2026-02-12
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- **Result**: PASS (Tier 0 + Tier 1 + Tier 2d)
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- **Tests**: RuntimeUpdatedEventTests (12 tests) + ReachabilityLatticeTests (7 tests) + ReachabilityScoringServiceTests (3 tests covering lattice state, uncertainty, guard rails)
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