jmagly/profile-communities
agentic/code/frameworks/research-complete/skills/profile-communities/SKILL.md
Detect co-author communities (label propagation), report modularity Q, and identify bridge authors (high betweenness). Runs via `aiwg corpus profile-communities`.
$ install --global
skillsauthnpx skillsauth add jmagly/aiwg profile-communitiesInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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SKILL.md
- namespace:
- aiwg
- platforms:
- [all]
- name:
- profile-communities
- description:
- Detect co-author communities (label propagation), report modularity Q, and identify bridge authors (high betweenness). Runs via `aiwg corpus profile-communities`.
- argumentHint:
- [--out PATH]
- allowedTools:
- Read, Bash
- model:
- sonnet
- category:
- research-analytics
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
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