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feat(marketplace): kg-swarm skills and agents#75

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ohdearquant merged 2 commits into
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feat/kg-swarm-marketplace
May 20, 2026
Merged

feat(marketplace): kg-swarm skills and agents#75
ohdearquant merged 2 commits into
mainfrom
feat/kg-swarm-marketplace

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Summary

Adds the kg-swarm coordination pattern to the kg marketplace plugin:

  • 2 new skills: skills/gap/SKILL.md (gap-analyst rubric — rank-1 frontier, density, orphans, missing relations) + skills/expand/SKILL.md (per-concept neighborhood exploration, citations mandatory).
  • 5 new agents: agents/gap-analyst.md, agents/digester.md, agents/expander.md, agents/polisher.md, agents/librarian.md — each with per-role pickup/handoff protocols.
  • README updates documenting the swarm pipeline + 6-agent table.

How it works

The 5 agents form a closed loop coordinated through the GTD substrate:

gap-analyst → expander → polisher → gap-analyst (next cycle)
                                      ↑
                                  librarian (curator)
                                      ↑
                                  digester (ingest)

Each agent reads tasks assigned to it from the substrate, processes, then assigns follow-up tasks to the next agent. No central orchestrator needed once the loop is seeded.

Notes for review

This is one of three PRs split out of the original #72. The other two PRs are:

No runtime/code changes — pure additions in marketplace/kg/ (skills + agents + README).

Test plan

🤖 Generated with Claude Code

Adds the swarm coordination pattern for the kg-plugin:

- skills/gap/SKILL.md — gap-analyst rubric (rank-1 frontier, density,
  orphans, missing-relation detection) with assign() to expander/polisher.
- skills/expand/SKILL.md — expander rubric (per-concept neighborhood
  exploration, citations required, no fabrication) with handoff to
  polisher.
- agents/gap-analyst.md, digester.md, expander.md, polisher.md,
  librarian.md — per-role pickup/handoff protocols that read tasks
  assigned to them, process, then assign follow-up tasks down the chain.
- README updates documenting the swarm pipeline + 6-agent table.

The agents form a closed loop: gap-analyst finds gaps → expander expands
→ polisher reviews → gap-analyst re-checks. Each round assigns the next
round's tasks via the GTD substrate.

No runtime/code changes — pure docs/skill/agent additions in
`marketplace/kg/`.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
@ohdearquant ohdearquant merged commit 17c0f22 into main May 20, 2026
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@ohdearquant ohdearquant deleted the feat/kg-swarm-marketplace branch May 25, 2026 04:41
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