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profile-communities

Research
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Detect co-author communities (label propagation), report modularity Q, and identify bridge authors (high betweenness). Runs via `aiwg corpus profile-communities`.

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Profile Communities

Community structure of the corpus co-author graph.

How to run

aiwg corpus profile-communities
aiwg corpus profile-communities --out indices/communities.md

Uses label propagation (deterministic variant — no python-louvain dependency; the graceful fallback the corpus tooling specifies), reports modularity Q (warns when Q < 0.3 = weak structure on a sparse graph), and lists bridge authors (highest betweenness, spanning communities).

Triggers

  • "detect research communities"
  • "co-author clusters / modularity"
  • "bridge authors"
  • /profile-communities

References

  • @$AIWG_ROOT/src/artifacts/corpus-tools/profile-communities.ts — implementation
  • profile-metrics / profile-temporal skills