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## Summary Milestone 1 of 7 for the neighbor affinity graph feature (#482). Implements the core `NeighborGraph` data structure and `BuildFromStore()` algorithm. **Spec:** `docs/specs/neighbor-affinity-graph.md` on `spec/482-neighbor-affinity` branch. ## What's Built ### `cmd/server/neighbor_graph.go` - **`NeighborGraph` struct** — thread-safe (sync.RWMutex) in-memory graph with edge map and per-node index - **`BuildFromStore(*PacketStore)`** — iterates all packets/observations to extract first-hop edges: - `originator ↔ path[0]` for ADVERT packets only (originator identity known) - `observer ↔ path[last]` for ALL packet types - Zero-hop ADVERTs: `originator ↔ observer` direct edge - **Affinity scoring** — `score = min(1.0, count/100) × exp(-λ × hours)` with 7-day half-life - **Jaccard disambiguation** — resolves ambiguous hash prefixes using mutual-neighbor overlap - **Confidence threshold** — auto-resolve only when best ≥ 3× second-best AND ≥ 3 observations - **Transitivity poisoning guard** — only fully-resolved edges used as evidence - **Orphan prefix handling** — unknown prefixes stored as unresolved markers - **Cache management** — 60s TTL, `IsStale()` check for rebuild triggering ### `cmd/server/neighbor_graph_test.go` 22 unit tests covering all spec requirements: | Test | What it validates | |------|-------------------| | EmptyStore | Empty graph from empty store | | AdvertSingleHopPath | Both edge types from single-hop ADVERT | | AdvertMultiHopPath | originator↔path[0] + observer↔path[last] | | AdvertZeroHop | Direct originator↔observer edge | | NonAdvertEmptyPath | No edges from non-ADVERT empty path | | NonAdvertOnlyObserverEdge | Only observer↔last_hop for non-ADVERTs | | NonAdvertSingleHop | observer↔path[0] only | | HashCollision | Ambiguous edge with candidates | | JaccardScoring | Jaccard coefficient computation | | ConfidenceAutoResolve | Auto-resolve when ratio ≥ 3× | | EqualScoresAmbiguous | Remains ambiguous with equal scores | | ObserverSelfEdgeGuard | No self-edges | | OrphanPrefix | Unresolved prefix handling | | AffinityScore_Fresh | Score ≈ 1.0 for fresh high-count | | AffinityScore_Decayed | Score ≈ 0.5 at 7-day half-life | | AffinityScore_LowCount | Score ≈ 0.05 for count=5 | | AffinityScore_StaleAndLow | Score ≈ 0 for old low-count | | CountAccumulation | 5 observations → count=5 | | MultipleObservers | Observer set tracks all witnesses | | TimeDecayOldObservations | Month-old edge scores very low | | ADVERTOnlyConstraint | Non-ADVERTs don't create originator edges | | CacheTTL | Stale detection works correctly | ## Not in scope (future milestones) - API endpoints (M2) - Frontend integration (M3-M5) - Debug tools (M6) - Analytics visualization (M7) Part of #482 --------- Co-authored-by: you <you@example.com>