compose

Multi-agent workflow orchestration via YAML. Ships the conductor skill so the assistant can validate, run, debug, and author workflow files for the conductor CLI.

Workflow generation skills for Coze, Dify, and ComfyUI. Generate importable workflow definitions from natural language descriptions.

Expert LangGraph/LangChain agent builder with MCP integration, workflow orchestration, and CLI accessibility. Creates production-ready AI agents that are reachable via command line and Claude Code.

This skill should be used when the model's ROLE_TYPE is orchestrator and needs to delegate tasks to specialist sub-agents. Provides scientific delegation framework ensuring world-building context (WHERE, WHAT, WHY) while preserving agent autonomy in implementation decisions (HOW). Use when planning task delegation, structuring sub-agent prompts, or coordinating multi-agent workflows.

Design multi-agent systems, handoffs between AI agents, and human-in-the-loop workflows.

Orchestrate complex workflows with DAG-based execution, parallel tasks, and run history tracking