自动化
工作流自动化与调度
typing-exclusion-worker
getsentry
"Python typing exclusion worker: remove assigned mypy exclusion modules in small scoped batches, fix typing issues, run validation, and produce a structured completion summary. Use when running parallel typing-debt workers or when asked to remove modules from pyproject mypy exclusion overrides."
drive-motivation
wondelai
'Design motivation systems using Autonomy, Mastery, and Purpose (AMP) for products and teams. Use when the user mentions "intrinsic motivation", "gamification isn''t working", "team incentives", "autonomy", "mastery", or "purpose-driven". Covers why carrot-and-stick fails and how to build progress systems. For habit-forming product loops, see hooked-ux. For retention behavior design, see improve-retention.'
storybrand-messaging
wondelai
'Clarify brand messaging using narrative structure that positions the customer as hero. Use when the user mentions "brand message", "website copy", "elevator pitch", "one-liner", "messaging isn''t resonating", or "brand script". Covers landing page copy, marketing collateral, and consistent communication. For memorable messaging, see made-to-stick. For product positioning, see obviously-awesome.'
flow-nexus-swarm
ruvnet
Cloud-based AI swarm deployment and event-driven workflow automation with Flow Nexus platform
V3 MCP Optimization
ruvnet
"MCP server optimization and transport layer enhancement for claude-flow v3. Implements connection pooling, load balancing, tool registry optimization, and performance monitoring for sub-100ms response times."
V3 Deep Integration
ruvnet
"Deep agentic-flow@alpha integration implementing ADR-001. Eliminates 10,000+ duplicate lines by building claude-flow as specialized extension rather than parallel implementation."
github-code-review
ruvnet
Comprehensive GitHub code review with AI-powered swarm coordination
agent-github-modes
ruvnet
Agent skill for github-modes - invoke with $agent-github-modes
agent-hierarchical-coordinator
ruvnet
Agent skill for hierarchical-coordinator - invoke with $agent-hierarchical-coordinator
agent-adaptive-coordinator
ruvnet
Agent skill for adaptive-coordinator - invoke with $agent-adaptive-coordinator
agent-planner
ruvnet
Agent skill for planner - invoke with $agent-planner
agent-load-balancer
ruvnet
Agent skill for load-balancer - invoke with $agent-load-balancer
agent-mesh-coordinator
ruvnet
Agent skill for mesh-coordinator - invoke with $agent-mesh-coordinator
agent-orchestrator-task
ruvnet
Agent skill for orchestrator-task - invoke with $agent-orchestrator-task
agent-automation-smart-agent
ruvnet
Agent skill for automation-smart-agent - invoke with $agent-automation-smart-agent
agent-performance-analyzer
ruvnet
Agent skill for performance-analyzer - invoke with $agent-performance-analyzer
godot-composition-apps
thedivergentai
"Expert architectural standards for building scalable Godot applications (Apps, Tools, UI, or Games) using the Composition pattern. Use when designing node structures, refactoring monolithic scripts, or implementing complex behaviors. Enforces \"Has-A\" relationships over \"Is-A\" inheritance."
autonomous-agent-harness
affaan-m
Transform Claude Code into a fully autonomous agent system with persistent memory, scheduled operations, computer use, and task queuing. Replaces standalone agent frameworks (Hermes, AutoGPT) by leveraging Claude Code's native crons, dispatch, MCP tools, and memory. Use when the user wants continuous autonomous operation, scheduled tasks, or a self-directing agent loop.
strategic-compact
affaan-m
Suggests manual context compaction at logical intervals to preserve context through task phases rather than arbitrary auto-compaction.
automation-audit-ops
affaan-m
Evidence-first automation inventory and overlap audit workflow for ECC. Use when the user wants to know which jobs, hooks, connectors, MCP servers, or wrappers are live, broken, redundant, or missing before fixing anything.
iterative-retrieval
affaan-m
Pattern for progressively refining context retrieval to solve the subagent context problem
close-automation
davepoon
"Automate Close CRM tasks via Rube MCP (Composio): create leads, manage calls/SMS, handle tasks, and track notes. Always search tools first for current schemas."
asana-automation
davepoon
"Automate Asana tasks via Rube MCP (Composio): tasks, projects, sections, teams, workspaces. Always search tools first for current schemas."
async-python-patterns
Microck
Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications. Use when building async APIs, concurrent systems, or I/O-bound applications requiring non-blocking operations.