Invoke agents
Call any deployed agent from the command line.--verbose to see execution ID, status, duration, and a link to the logs dashboard:
Run workflows
Start and manage workflow runs from the command line.Call tools
Call any deployed tool with JSON input.JSON output
Every command supports-o json for machine-readable output. This makes it easy to pipe results into other commands.
Shell scripts
Use the CLI in bash scripts for automation.View execution logs
Track and debug agent invocations, chats, and tool executions.View conversations
Browse chat history between users and agents.Check usage
Monitor project usage and available models.Next steps
CI/CD
Run the CLI from GitHub Actions and other pipelines.
Coding Assistants
Use the CLI as a tool inside Claude Code, Cursor, and Windsurf.
CLI Reference
Every command and flag in one place.
Tasks
The interaction pattern behind
agent invoke.