profile-communities

Included with Lifetime

$97 forever

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

General

What this skill does


# Profile Communities

Community structure of the corpus co-author graph.

## How to run

```bash
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

Files: 1

Size: 1.1 KB

Complexity: 9/100

Category: General

Source: https://github.com/jmagly/aiwg/tree/main/agentic/code/frameworks/research-complete/skills/profile-communities

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