The library

claude-mpm · Large codebases requiring multi-agent coordination across Python/TypeScript/Rust/Java/Ruby stacks with persistent session state and semantic code search.

automaton · Long-running multi-step changes across Claude Code, Codex, and OpenCode when workflow phases must survive context-window resets and session restarts.

create-baseline · Unattended AI development when structural phase enforcement, consent gates, and skill automation cannot be left to agent discretion.

n8n-nodes-claude-sdk-agent · N8n automation workflows requiring Claude agents with MCP integrations and model-routing rules when workflow nodes must delegate to LLM-backed agents.

takt · Large structured tasks requiring plan→implement→review→fix loops when multiple agents must coordinate across isolated worktrees with human judgment gates.

handling-deploy-cicd · Gating production deployments with environment and build verification before pushing.

openflow · Bridging the spec-to-build gap in large features by auto-translating design intent into engineer phasing.

handling-storage-media · Serving user-uploaded media in Appwrite-backed apps without hand-rolling image optimization.

brain-monitor · Debugging memory-system behavior and verifying embedding/entity indexing in local agent projects.

dotmd-cli · Scaling documentation governance across a large codebase without making compliance feel like overhead.

ai-workflow · Bootstrapping consistent AI-assisted development workflows across teams using multiple editors.

devops-scripts-authoring · Building lightweight wrapper scripts for common CI/CD tasks without heavyweight build systems

cog-knowledge-consolidation · When you need specialized skill for cog-knowledge-consolidation instead of generic alternatives.

new · When you need specialized skill for new instead of generic alternatives.

daily-okr · the user wants to do a daily review, plan their day, or run a knowledge workflow

knowledge-ops · the user wants to save, organize, sync, search, or scale their knowledge base

project-flow-ops · When backlog is scattered and you need ranked priorities with visible blockers.

wiki-ingest · When capturing articles, transcripts, or PDFs into an interlinked knowledge base.

wiki-lint · When auditing wiki health for broken links, orphans, stale pages, and contradictions.

jomonsho-incident-triage · For structured jomonsho incident triage workflows.

requirement-change · When project scope shifts and you need to update task priorities without full re-planning.

agentdesk · Teams running collaborative AI agent sessions with persistent context and quality gates.

claude-switch · Users managing multiple Claude Code accounts without re-authentication overhead.

email-send · Teams or operators requiring email-send for skill-level automation.

doccraft-close · Teams or operators requiring doccraft-close for skill-level automation.

doccraft-config · After doccraft init: run Analyse mode to tailor the freshly scaffolded

doccraft-queue-audit · - After adding a story, changing depends_on / id, or

doccraft-session-wrap · - The user invokes this skill or asks to wrap this session /

doccraft-story · - Creating a new story in docs/stories/.

doccraft-update · - Periodically to keep doccraft skills and openspec instructions current.

sverklo · When sverklo capability is needed

openspec-archive-change · When Archive a completed change in the experimental workflow. Use when the user wants to finalize and archive a change after implementation is complete

haus-workflow · When haus workflow capability is needed

ai-fob · When ai fob capability is needed

nexo-brain · When nexo brain capability is needed

doccraft-close · - The user wants to close / ship / finish / resolve a specific story and

doccraft-config · After doccraft init: run Analyse mode to tailor the freshly scaffolded

doccraft-queue-audit · When you need to detect blocked work and identify what can run in parallel after adding or editing dependencies.

doccraft-session-wrap · When a design or research thread concludes and you want to freeze decisions into durable docs without manual drafting.

whyline · When you want to preserve the why behind code changes so future context windows recall intent without re-reading chat.

doccraft-story · When you need a structured, machine-readable backlog item linked to dependencies and roadmap rows.

tmr-shopify-store-audit · When you need a premium ecommerce CRO audit with visual clarity and ranked action items instead of raw CSV export.

superpowers-streamer-cli · When you want live feedback on autonomous phone agent execution instead of post-execution logs.

ab-method · When you need statistical validation of a change before rollout rather than anecdotal observation.

quien · When you need to understand relationships between entities in a graph instead of flat lookup.

software-teams · Development teams wanting end-to-end feature delivery without orchestrating agents manually.

runegard · Practitioners of Norse traditions wanting structured interpretation frameworks.

drawing-observation · Beginning artists training visual perception and hand-eye coordination.

pup · Quick one-off data extraction without setting up a full scraper framework.

vault-sync · Making a Vault readable via standard filesystem tools without needing Vault client.