Clusters phases B+C: labeling records, the naming call, snapshot payload

Core-survival labelings (vision section 1, DECIDED 2026-09-13):
ClusterLabeling records in a new append-only ledger
(data/graph/cluster-labels.jsonl), immutable, id = clu_ + sha256 of the
sorted core so re-naming races and re-runs dedupe at the store seam.
matchClusterLabelings (core/clusters.ts, pure): a community keeps a
record's label while at least half its core survives in it; both sides
single-successor (a split keeps one name; greedy by overlap, ties to
the newer record).

The namer (src/agent/subagents/cluster-namer.ts): ONE singular cheap LLM
call (new 'labeler' role, glm-flash/low) names every new/changed
community at once, given member names + statements (capped at 12
members per cluster). refreshClusterLabels runs POST-EXTRACTION
(user-decided) from both front doors, fire-and-forget — naming failure
never fails the run; refreshes serialize behind a chain so parallel
imports never mint duplicate labels. import-notes.ts awaits
clusterNamingSettled before exit.

Payload: GraphSnapshot.clusters (>= MIN_CLUSTER_SIZE 3) joins detection
with labelings at read time — claimed clusters carry the record's label
and id; unlabeled ones carry a member-hash id and null label. Detection
is deterministic so no memo in v1 (ms at current scale; revisit at
vault scale).

Tests (372/372): matcher half-rule/split/merge/greedy/tie cases; naming
end-to-end through importNotes (one call, one record, claim on
re-refresh), naming failure non-fatal; snapshot derivation with
labeling join; 11 test pipelines now pin an explicit labeler seam.
This commit is contained in:
amosblomqvist
2026-09-13 03:59:48 +03:00
parent 95a4477283
commit f0267a5fd9
12 changed files with 562 additions and 8 deletions
+50
View File
@@ -26,6 +26,7 @@
*/
import Graph from "graphology";
import louvain from "graphology-communities-louvain";
import type { ClusterLabeling } from "./contracts.ts";
/** A detected community. Members are SORTED node ids — the member set IS
* the identity a labeling record can outlive a reshuffle with. */
@@ -33,6 +34,11 @@ export interface Community {
members: string[];
}
/** Communities below this size are not rendered, not named — presentation
* rule (user-decided 2026-09-13): a region of the world model needs at
* least three propositions to be worth a hull and a label. */
export const MIN_CLUSTER_SIZE = 3;
export interface CommunityDetection {
communities: Community[];
/** Modularity of the found partition — the one quality number. */
@@ -116,3 +122,47 @@ export function detectCommunities(
);
return { communities, modularity: details.modularity };
}
/**
* Claim labeling records for detected communities — CORE-SURVIVAL (DECIDED
* 2026-09-13): a community keeps a record's label while AT LEAST HALF of
* the record's core survives in it (overlap * 2 >= core.length; exactly
* half survives). Both sides are single-successor: one community holds at
* most one label, one record is claimed by at most one community — on a
* split, only the branch carrying the majority of the core keeps the name;
* on a merge, the best-overlapping record wins.
*
* Greedy assignment by overlap size (largest first; ties broken by newer
* record). Returns a claim (or null) per community, in input order —
* unclaimed communities are the namer's input. Pure: same inputs, same
* claims.
*/
export function matchClusterLabelings(
communities: readonly Community[],
labelings: readonly ClusterLabeling[],
): (ClusterLabeling | null)[] {
interface Pair {
community: number;
labeling: ClusterLabeling;
overlap: number;
}
const pairs: Pair[] = [];
communities.forEach((community, ci) => {
const members = new Set(community.members);
for (const labeling of labelings) {
const overlap = labeling.core.reduce((n, id) => n + (members.has(id) ? 1 : 0), 0);
if (overlap * 2 >= labeling.core.length && overlap > 0) {
pairs.push({ community: ci, labeling, overlap });
}
}
});
pairs.sort((a, b) => b.overlap - a.overlap || (a.labeling.createdAt < b.labeling.createdAt ? 1 : -1));
const claims: (ClusterLabeling | null)[] = communities.map(() => null);
const takenRecords = new Set<string>();
for (const pair of pairs) {
if (claims[pair.community] || takenRecords.has(pair.labeling.id)) continue;
claims[pair.community] = pair.labeling;
takenRecords.add(pair.labeling.id);
}
return claims;
}