profile-generate
Scaffold compact PROF-P entity profiles for unprofiled hub authors — ranks corpus REFs by citation in-degree, takes each top REF's primary author, skips institutional/group names and already-profiled people. Runs via `aiwg corpus profile-generate`.
Target: Learning & research. Automatically collected · unverified.
Excerpt from the author’s documentation
Extracted from a fixed version of SKILL.md in its original language. This is the author’s documentation; installation, compatibility and runtime results have not been verified by this site.
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Topics in the source
- Profile Generate
- How to run
- --fm — foundation-model author/group profiles
- Triggers
- References
Generate Tier-1 PROF-P entity profiles for the corpus's most-cited authors who don't have a profile yet — the bulk profile-induction pass. --fm runs the FM pass (port of buildfmprofiles.py): it reads a corpus-local documentation/profiles/fm-config.yaml and scaffolds PROF-P profiles for the top-N authors of each listed FM paper plus PROF-G group profiles for team-authored releases. The FM-paper list and group specs are corpus data, not built-in: Absent file → no-op. Institutional/team author names are skipped from PROF-P. Dry-run by default. --write creates files; existing profiles are skipped. Ranks REFs by corpus in-degree (citations within the corpus, derived from the citation sidecars), takes each top REF's primary author, and skips institutional/group "authors" (team, labs, foundation, consortium, …) — those get group profiles, not PROF-P. --scan N = how many top-in-degree REFs to consider (default 60); --limit N = max profiles to generate (default 25). Generates a compact 5-section profile (summary, corpus presence, focus, co-author network, notes). affiliation is left blank for manual enrichment; corpus-refs is written as a list of REF-id strings. "generate profiles for top c
This is an excerpt. Refer to the complete source and its current requirements.
- Source repository
- jmagly/aiwg
- Source file
- agentic/code/frameworks/research-complete/skills/profile-generate/SKILL.md
- Fixed revision
- 03e7d995b268bacac4efcbdf496bbe15fb567036
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This record was collected automatically. Its documentation, suitability and runtime behavior have not been manually verified.
Author: jmagly/aiwg · original repository metadata. Documentation review: Not reviewed. Last source check: 2026-11-12T05:02:18.140Z.
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