// 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`.
Build the bipartite funder↔paper analytics — per-funder paper/A-grade/mean-grade rollup, mean CD-index + novelty bias, and co-funding clusters. Runs via `aiwg corpus funder-network`.
Detect co-author communities (label propagation), report modularity Q, and identify bridge authors (high betweenness). Runs via `aiwg corpus profile-communities`.
Compute corpus-local influence/centrality metrics — per-paper CD-index + PageRank, and per-PROF-P h-index / mean-CD / mean-PageRank / betweenness / eigenvector + influence grade. Runs via `aiwg corpus profile-metrics`.
Compute an entity's publication trajectory — per-year paper counts, topic drift, hot-streak detection (≥3 consecutive A-grade years), and career phase. Runs via `aiwg corpus profile-temporal`.
Scaffold a PROF-S source/curator profile for a research-corpus discovery curator (account/feed) from its handle. Runs via `aiwg corpus curator-init`.
Record the source-tracking `discovery` block on a research-corpus citation sidecar — where/how a paper was found (surface, via, curator). Runs via `aiwg corpus discovery-log`.
| 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`. |
| commandHint | {"argumentHint":"[--out PATH]","allowedTools":"Read, Bash","model":"sonnet","category":"research-discovery"} |
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.
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).
/curator-status