// Scaffold a PROF-S source/curator profile for a research-corpus discovery curator (account/feed) from its handle. Runs via `aiwg corpus curator-init`.
| namespace | aiwg |
| platforms | ["all"] |
| name | curator-init |
| description | Scaffold a PROF-S source/curator profile for a research-corpus discovery curator (account/feed) from its handle. Runs via `aiwg corpus curator-init`. |
| commandHint | {"argumentHint":"--handle @account [--platform x] [--name \"N\"] [--cadence weekly] [--write]","allowedTools":"Read, Bash, Write","model":"sonnet","category":"research-discovery"} |
Scaffold a PROF-S source/curator profile so a discovery curator (an X account,
RSS feed, newsletter, …) can be tracked for yield and revisited deliberately.
aiwg corpus curator-init --handle @askalphaxiv # dry-run
aiwg corpus curator-init --handle @askalphaxiv --platform x --cadence daily --write
aiwg corpus curator-init --handle @rohanpaul_ai --name "Rohan Paul" --write
_→-
(@_akhaliq → PROF-S-akhaliq, @rohanpaul_ai → PROF-S-rohanpaul-ai).documentation/profiles/sources/PROF-S-{slug}.md from the source-profile
template. Dry-run unless --write; skips existing.--cadence is the revisit cadence: daily | weekly | biweekly | monthly | on-demand.signal-quality, yield, and the surfaced-papers table on first harvest./curator-initBuild 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`.
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`.
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`.