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Get Started Free →Catalog of the AO (Agent Orchestrator) `ao` CLI: spawning workers, managing sessions and projects, sending messages, controlling the shared browser, previewing pages, and daemon control. Use when using the ao CLI, spawning workers, or managing AO sessions in an AO workspace.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | 8% | 0% |
| case-02 | ✗→✓ | ▲ Improved | -30% | 0% |
| case-03 | ✗→✓ | ▲ Improved | -34% | 0% |
| case-04 | ✗→✓ | ▲ Improved | 22% | 0% |
| case-05 | ✗→✓ | ▲ Improved | -7% | 0% |
ao is a thin CLI over the local AO daemon. Every command is ao <command> --help for the authoritative flag list.
| Command | What it does | When to use | Details | |---|---|---|---| | spawn | Spawn a worker agent in a fresh git worktree | Starting a new task or issue | commands/spawn.md | | session | Manage agent sessions (list, kill, rename, restore, etc.) | Inspecting or controlling running/terminated sessions | commands/session.md | | project | Register, inspect, configure, or remove projects | Setting up or managing repos AO knows about | commands/project.md | | orchestrator | List orchestrator sessions | Viewing which sessions are orchestrators | commands/orchestrator.md | | review | Submit a reviewer result for a worker's PR | Completing a code review loop | commands/review.md | | send | Send a message to a running agent session | Correcting or directing a live agent | commands/send.md | | preview | Start a session-owned app or open an exact URL/file | Running and showing the worker's relevant app, Markdown, HTML, PDF, or image | commands/preview.md | | browser | Inspect and control the session's shared live browser | Verifying a web app through snapshots, interactions, waits, screenshots, console, and errors | commands/browser.md | | start | Fetch (if needed) and open the AO desktop app | Launching the app | commands/start.md | | stop | Stop the AO daemon | Shutting down AO | commands/stop.md | | status | Show daemon status | Verifying the daemon is up and healthy | commands/status.md | | doctor | Run local health checks | Diagnosing AO setup problems | commands/doctor.md | | import | Import projects from a legacy AO install | Migrating from the old flat-file store | commands/import.md | | version | Print version information | Checking installed version | - | | completion | Generate shell completion scripts | Setting up tab completion | - |
--json for machine-readable output.-p / --project scopes session subcommand lookups to one project.ao session ls and ao project ls.--agent is an alias for --harness on ao spawn.-h / --help for the full flag list.commands/preview.md before acting. Its static-file, project-runtime, and automatic-handoff rules are load-bearing.
commands/browser.md. It defines shared-tab behavior and the opt-in network policy.
Use references.md only when a natural-language request does not map clearly to a command above.
Other measured skills in the registry, with their headline benchmark lift.