workflow-runner

To run YAML multi-agent workflows without API keys, you can execute agency-orchestrator YAML files directly inside AI tools like Claude Code or Cursor. The current session's LLM acts as the execution engine, requiring no external authentication.

In-session multi-agent orchestration coordinates multiple AI roles defined in YAML within a single chat session. It uses the active LLM to execute cross-role collaborations, such as product manager and architect reviews, entirely locally.

Yes, executing YAML workflows requires role definitions to be available in your environment. You need predefined agent roles, such as agency-agents-zh, loaded into the session to enable multi-role collaboration.

Yes, you can automate cross-role story creation and reviews by supplying a predefined YAML workflow. The orchestrator manages the collaboration between agents, such as a product manager and an architect, within the current session.

Using the current LLM session as the execution engine means workflows are constrained by the active session's context window and capabilities. It requires predefined role definitions in the environment and does not support external API integrations.