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AI/MLjmagly

curator-init

Scaffold a PROF-S source/curator profile for a research-corpus discovery curator (account/feed) from its handle. Runs via `aiwg corpus curator-init`.

Stars
141
Source
jmagly/aiwg
Updated
2026-05-31
Slug
jmagly--aiwg--curator-init
View on GitHubRaw SKILL.md

// install — copy + paste into any project

mkdir -p .claude/skills && curl -fsSL https://raw.githubusercontent.com/jmagly/aiwg/HEAD/agentic/code/frameworks/research-complete/skills/curator-init/SKILL.md -o .claude/skills/curator-init.md

Drops the SKILL.md into .claude/skills/curator-init.md. Works with Claude Code, Cursor, and any agent that loads SKILL.md files from .claude/skills/.

Curator Init

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.

How to run

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
  • Slug derives from the handle: lowercased, leading punctuation stripped, _→- (@_akhaliq → PROF-S-akhaliq, @rohanpaul_ai → PROF-S-rohanpaul-ai).
  • Writes 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.
  • Populate signal-quality, yield, and the surfaced-papers table on first harvest.

Triggers

  • "create a curator profile for @account"
  • "scaffold PROF-S for this source"
  • /curator-init

References

  • @$AIWG_ROOT/src/artifacts/corpus-tools/curator.ts — implementation
  • @$AIWG_ROOT/agentic/code/frameworks/research-complete/templates/source-profile.md — template
  • curator-status / discovery-log skills