What problem does it solve? Running multi-role agency-orchestrator YAML workflows normally requires a CLI setup with API keys. This Skill lets you execute those workflows directly inside Claude Code, OpenClaw, or Cursor, using the current session's LLM as the execution engine—no API key configuration needed. ## Core Features & Use Cases - YAML Workflow Parsing: Reads workflow files with inputs, steps, roles, and dependency declarations, then builds a topological execution plan. - Multi-Role Orchestration: Loads agent role definitions from an agents directory and plays each role in sequence, running independent steps in parallel via sub-agents. - Structured Output Persistence: Saves each step's output, a final summary, and metadata.json into a dated .ao-output directory. - Use Case: A user provides a story-creation.yaml workflow where a narrative designer drafts a plot and a psychologist refines character motivations; the Skill runs both roles in dependency order and saves the final story. ## Quick Start Run the workflow defined in workflows/story-creation.yaml using the roles from the agency-agents-zh directory.
