Curator Status

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`.

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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)

jmagly/ai-writing-guide/tree/main/agentic/code/plugins/research/skills/curator-status commit 404b0b69a7

Frequently asked questions

npx skillmds@latest add jmagly-ai-writing-guide/curator-status