Semantic topic clusters: local embeddings replace Louvain

Louvain only ever found the reasoning chains (the graph is disconnected
by nature — every connected component became its own cluster) and
edge-orphans could never join anything. Clusters are now RELATED TOPICS:
propositions grouped by meaning.

- Embedder (src/server/embeddings.ts): in-process transformers.js v4
  running EmbeddingGemma-300M q8 (MTEB 68.4, ~300MB one-time download),
  MRL-truncated to 512d, "title: none | text:" prefix on 100% of inputs,
  L2-normalized so cosine = dot. Model/dim mismatch voids the ledger
  (full re-embed). Injected at the composition root — the agent layer
  never imports the server layer (architecture law).
- Ledger (data/graph/embeddings.json): model + dim + vectors + the
  persisted cluster partition. Reclustering runs at the END of every
  embedding batch (post-merge hook, both front doors) — never per read
  (the agglomerative pass is ~1.5s at 338 nodes).
- Clustering (src/core/semantic-clusters.ts): hand-rolled average-linkage
  agglomerative over cosine (npm HDBSCAN is an abandoned alpha). Stragglers
  stay singletons by default; attachStragglers is the all-in toggle.
  Threshold 0.60 swept on the real graph: 26 topics, 74/90 edge-orphans
  land in real topics, 10 stragglers.
- Consumers (snapshot, settle, namer, replay) read the persisted
  partition — one cluster concept everywhere; core-survival label
  matching unchanged (20/26 topics kept labels).
- Louvain retired: detectCommunities + graphology* deps deleted
  (graphology-louvain had leaked into the client bundle since the
  clusters wave); scripts/bench-graph.ts (dead FA2 bench) removed.
- scripts/embed-graph.ts: backfill/cold-start (338 nodes in 150s
  including the one-time model download).

package.json

@@ -16,6 +16,7 @@
 		"@ai-sdk/react": "^4.0.79",
 		"@earendil-works/pi-agent-core": "^0.85.1",
 		"@earendil-works/pi-ai": "^0.85.1",
+		"@huggingface/transformers": "^4.2.0",
 		"@mozilla/readability": "^0.6.0",
 		"@radix-ui/react-use-controllable-state": "^1.2.6",
 		"@rive-app/react-webgl2": "^4.32.1",
@@ -33,9 +34,6 @@
 		"d3-selection": "^3.0.0",
 		"d3-zoom": "^3.0.0",
 		"embla-carousel-react": "^8.6.0",
-		"graphology": "^0.26.0",
-		"graphology-communities-louvain": "^2.0.2",
-		"graphology-layout-forceatlas2": "^0.10.1",
 		"katex": "^0.16.47",
 		"linkedom": "^0.18.13",
 		"lucide-react": "^1.33.0",