jmagly/curator-status
agentic/code/frameworks/research-complete/skills/curator-status/SKILL.md
Report research-corpus discovery curators (PROF-S) ranked by yield (return-to score = inducted-ref-count × avg GRADE), with revisit-cadence staleness and a discovery-orphan check. Runs via `aiwg corpus curator-status`.
$ install --global
skillsauthnpx skillsauth add jmagly/aiwg curator-statusInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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SKILL.md
- namespace:
- aiwg
- platforms:
- [all]
- name:
- curator-status
- description:
- Report research-corpus discovery curators (PROF-S) ranked by yield (return-to score = inducted-ref-count × avg GRADE), with revisit-cadence staleness and a discovery-orphan check. Runs via `aiwg corpus curator-status`.
- argumentHint:
- [--out PATH]
- allowedTools:
- Read, Bash
- model:
- sonnet
- category:
- research-discovery
Curator Status
The "which accounts should I return to?" report — ranks PROF-S curators by their return-to score (inducted-ref count × average GRADE of surfaced papers) and surfaces curators overdue for a revisit, plus discovery orphans.
How to run
aiwg corpus curator-status # ranked table + orphan section to stdout
aiwg corpus curator-status --out indices/curators.md
Reports, per PROF-S: inducted-ref count, avg GRADE, return-to score, signal
quality, revisit cadence, and overdue days (revisit-cadence vs last-harvested,
via the shared staleness helper). The Discovery orphans section lists
sidecars whose discovery.curator-id is set but the named curator is absent or
is missing that REF in its corpus-refs (SOURCE-TRACKING §3 — the check fires
only when curator-id is set).
Triggers
- "which curators have the best yield?"
- "curator status / return-to ranking"
- "find discovery orphans"
/curator-status
References
- @$AIWG_ROOT/src/artifacts/corpus-tools/curator.ts — implementation
- discovery-log / curator-init skills; the by-curator view (#1492)
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