Author + operate Stargraph — graphs, skills, nodes, tools, triggers, Bosun rule packs, markdown SKILL.md skills, directory-based plugins; run/replay/counterfactual against stargraph serve, drive HITL, inspect checkpoints.
Plugin stargraph from marketplace kraken in KrakenNet/kraken-plugins. Commands read from the repo's manifest — 1 month ago.
smart-krakenShared cross-project skill for Kraken Networks plugins — detect monorepo, project paths, conventions; surface verify-before-call discipline. Duplicated across fathom, nautilus, stargraph.
smart-stargraphCore skill for all Stargraph plugin commands and agents — vocabulary, state-fact boundary, provenance, store protocols, Bosun rule-pack mounting, stargraph serve, project detection.
/stargraph:checkpointsList checkpoints for a Stargraph run with state + facts diff
/stargraph:counterfactualCounterfactual replay — fork a run from a checkpoint with mutated facts/state, diff against original
/stargraph:inspectInspect a Stargraph run — events, state diff per checkpoint, fact stream, graph hash
/stargraph:new-dir-pluginScaffold a directory-based Stargraph plugin (drop-in folder under ~/.stargraph/plugins/) — skills, tools, packs, stores, plugin.toml
/stargraph:new-graphScaffold a Stargraph graph (state.py, nodes/, rules/, stargraph.yaml, tests)
/stargraph:new-md-skillScaffold a Stargraph SKILL.md (lightweight markdown skill format that compiles to a typed stargraph.skills.Skill)
/stargraph:new-nodeAdd a node to a Stargraph graph (DSPy module / ML model / tool call / retrieval / sub-graph)
/stargraph:new-packScaffold a Bosun rule pack (routing or governance flavor) using Fathom rule patterns
/stargraph:new-skillScaffold a Stargraph skill bundle — tools, optional sub-graph, prompt fragment, entry-point registration
/stargraph:new-toolCreate a Stargraph tool definition with JSON Schema + namespace + permissions + side-effect flags
/stargraph:new-triggerWire a trigger (manual / cron / webhook) onto a Stargraph graph and verify scheduler pickup
/stargraph:replayCounterfactual replay of a Stargraph run from any checkpoint
/stargraph:respondRespond to a paused (HITL) Stargraph run — supply human input, approve/deny, resume
/stargraph:runExecute a Stargraph graph against `stargraph serve`; stream events; return run_id
/stargraph:serveStart `stargraph serve` (FastAPI HTTP+WebSocket daemon) with a chosen profile
/stargraph:simulateDry-run a Stargraph graph in a sandboxed engine — no side-effecting tools, deterministic stubs
/stargraph:storeWire a Store provider for a Stargraph graph (vector/graph/doc/memory/fact)
/stargraph:verify-graphValidate a Stargraph graph (hash, schema, referenced rule packs, store providers)
dir-plugin-builderScaffold a directory-based Stargraph plugin under ~/.stargraph/plugins/ or $STARGRAPH_PLUGINS_DIR; verify via `stargraph plugins verify` + live reload.
graph-builderScaffold + verify Stargraph graphs. Writes state.py, nodes/, rules/, stargraph.yaml, tests; runs stargraph graph verify; iterates.
hitl-driverDriver for human-in-the-loop pauses — fetches paused runs, presents context, validates payload against schema, calls /respond.
md-skill-builderAuthor a SKILL.md (YAML frontmatter + markdown body) for the stargraph-md-skills compiler; validate via `stargraph skills compile`.
node-builderAdd a typed node to a Stargraph graph; manage state-sync boundary; update graph hash.
pack-builderScaffold a Bosun rule pack (routing or governance flavor); validate as a Fathom-compatible pack.
runnerDriver for Stargraph run/replay/checkpoints. Polls run state, parses events, summarizes.
skill-builderScaffold a pip-installable Stargraph skill package with entry-point registration.
Guided creation and management of Railyard platform entities (agents, governors, tools, workflows, credentials, knowledge graph, memories, chat sessions, knowledge bases, integrations, inbound sources, LLM models, ML stack, pipelines, skills, chatbots, budgets, alerts, compliance, dashboards, webhooks) via REST API with iterative build-test-fix verification.
3 skills · 26 commands · 10 agents
Ultimate AI software team — 17-stage spec-anchored pipeline with dual interrogation (PM + design), parallel research, locked tests, adversarial Ralph Loop, anti-cheat gate, inter-stage review, spec GraphRAG, Reflexion lessons, failure recipes, cheap-model triage, and Phase 3 CI/CD ensemble reviewers.
2 skills · 8 commands · 17 agents · hooks
Kraken Knowledge Base lifecycle management — works with railyard, fathom, nautilus, stargraph. Create, update, audit, lint, and manage KB articles with automatic staleness detection and KB-first development enforcement.
2 skills · 11 commands · 5 agents
Author and operate Fathom CLIPS rule packs — scaffold packs, templates, and rules; validate/test/bench locally; evaluate, hot-reload, and verify artifacts against a running engine.
2 skills · 10 commands · 4 agents · 1 MCP server
Author and operate Nautilus brokers — scaffold sources, adapters, and rule packs; drive request/sources/caps APIs; verify attestations and tail audit logs.
2 skills · 10 commands · 4 agents · 1 MCP server
Multi-gate UI audit for React/Vite/Playwright projects — catches dead buttons, orphan routes, flow-continuity breaks, intent-contract violations, contrast bugs, offscreen toasts, and persona-journey gaps. Includes LLM-as-critic UX pass for label/behavior mismatches and off-persona CTAs that lint and tests will never find.
1 skill · 4 commands · 7 agents
Matt Pocock's agent skills for real engineering (grilling, spec/ticket flows, TDD, code review, domain modelling and more).
39 skills
Core skills library for Claude Code: TDD, debugging, collaboration patterns, and proven techniques
15 skills · hooks
Official Next.js skills: adopt and optimize Cache Components, adopt Partial Prefetching, and verify runtime behavior against a running dev server.
6 skills
Persistent memory for Claude Code: the next session starts where the last one left off.
29 skills · 1 MCP server · hooks
tasteskill 2.5.1: professional company websites at the figma.com and x.ai level, with one section per screen, real photographs, real product UI, effects kept for tech and gaming pages, and a real-browser checker and finish gate.
1 skill
AI-powered codebase understanding — analyze, visualize, and explain any project
9 skills · 10 agents · hooks
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