Agent skill

AO Cloud CLI Catalog

by OrchestratorInc in OrchestratorInc/agent-orchestrator

Documents the ao CLI for spawning, listing, messaging, and killing worker sessions, and for reporting back to an orchestrator from inside a sandbox.

Apache-2.0Auto-check passedAgent Workflows

Install AO Cloud CLI Catalog

skills CLI
$ npx skills add OrchestratorInc/agent-orchestrator --skill using-ao -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install OrchestratorInc/agent-orchestrator using-ao --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/OrchestratorInc/agent-orchestrator.git skills-src && mkdir -p .claude/skills && cp -r skills-src/cloud/internal/skillassets/using-ao .claude/skills/using-ao && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
using-ao
GitHub stars
13k
Token cost
~674 tokens
SKILL.md length
284 words
Files
3
Skills in repo
5
Repo updated
First seen
Licence
Apache-2.0

At a glance

Documents the ao CLI for spawning, listing, messaging, and killing worker sessions, and for reporting back to an orchestrator from inside a sandbox.

  • Coordinating multiple AO worker sessions from an orchestrator
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Checking the status and branch of spawned workers
  • Sending a message into a running worker's conversation

What it does

This skill explains that ao inside a cloud sandbox is a thinner client than the desktop CLI, with no session, project, status, preview, or browser commands. It lists spawn, list, send, and kill as orchestrator-only commands, report for a worker talking back to its parent orchestrator, and claim-pr for attaching an existing pull request to any session.

Each session runs in its own isolated sandbox reachable only through these commands, never by ssh or a shared filesystem. List supports a --json flag for machine-readable output and an --all flag to include terminated workers, spawning and messaging are idempotent so a success line is durably accepted even before its effect appears, and pull request handling goes through separate socket helpers rather than ao itself.

When your agent uses it

  • Coordinating multiple AO worker sessions from an orchestrator
  • Checking the status and branch of spawned workers
  • Sending a message into a running worker's conversation
  • Reporting results back to a parent orchestrator

Example prompts

  • “Spawn three worker sessions to split up this refactor.”
  • “List every worker I've spawned and their current status.”
  • “Send a message to worker abc123 telling it to rerun the tests.”
  • “Claim pull request 482 for this session.”

What it can do on your machine

Read from SKILL.md and the folder at commit 4b60f07. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

AO Cloud CLI Catalog loads about 674 tokens when it runs. Until then it costs about 70 tokens; SKILL.md has 284 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~70
When it runs · the whole SKILL.md, loaded when a task matches
~674

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from OrchestratorInc/agent-orchestrator at commit 4b60f07, republished under its Apache-2.0 licence (© OrchestratorInc). 284 words, ~674 tokens.

Download SKILL.mdSave it as .claude/skills/using-ao/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.
name
using-ao
description
Catalog of the AO Cloud `ao` CLI available inside a cloud sandbox: spawning worker sessions, listing them, messaging them, reporting to the orchestrator, killing them, and claiming pull requests. Use when orchestrating or coordinating AO cloud sessions with the ao CLI.
trigger
Using the ao CLI inside an AO Cloud sandbox: spawning, listing, messaging, reporting to, or killing sessions, or claiming a PR.

AO Cloud CLI Catalog

ao inside a cloud sandbox is a thin client over the AO control plane. It is a different, smaller CLI than the desktop ao: there is no ao session, ao project, ao status, ao preview, or ao browser here. Every command is ao help for the authoritative list.

CommandWhat it doesWho can run itDetails
spawnCreate a worker session in its own fresh sandboxOrchestrators onlycommands/orchestration.md
list (ls, status)List the workers this orchestrator spawned, with branch, status, and PR factsOrchestrators onlycommands/orchestration.md
sendSend a message into a worker's conversationOrchestrators onlycommands/orchestration.md
kill (delete, rm)Terminate a worker session and its sandboxOrchestrators onlycommands/orchestration.md
reportSend a message to the orchestrator that spawned this sessionWorkers with an orchestrator parentcommands/orchestration.md
claim-prAttach an existing pull request to this sessionAny sessioncommands/pull-requests.md

Conventions

  • ao list --json prints machine-readable output; --all includes terminated workers (hidden by default).
  • --agent is an alias for --harness on ao spawn.
  • Session ids are UUIDs shown by ao list.
  • Every session runs in its own isolated sandbox. Never try to reach another session's sandbox directly (no ssh, no shared filesystem); the ao commands above are the only channel between sessions.
  • A send to a worker whose sandbox is still provisioning is queued by the control plane and delivered when the worker's agent is ready — check runtimeConnected in ao list --json to see whether a worker is live.
  • Spawning and messaging are idempotent server-side; a command that prints a success line has been durably accepted even if the effect is not visible yet.
  • Pull requests and reviews are handled through socket helpers described in commands/pull-requests.md, not through ao.

© OrchestratorInc, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 2 other files in cloud/internal/skillassets/using-ao of OrchestratorInc/agent-orchestrator.

  • SKILL.md
  • commands/orchestration.md
  • commands/pull-requests.md

Open the folder on GitHubat commit 4b60f07

Compare with similar skills

AO Cloud CLI Catalog next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

AO Cloud CLI Catalog compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
AO Cloud CLI Catalog this skillOrchestratorInc/agent-orchestrator13k—~674Automated safety check: PassApache-2.0
Orca CLIstablyai/orca87k2 repos~593Automated safety check: PassMIT
Paseo Advisor Second Opiniongetpaseo/paseo20k1 repos~756Automated safety check: PassCustom licence
O2 Review Loopopenobserve/openobserve22k—~3.7kAutomated safety check: PassAGPL-3.0
Paseo Committeegetpaseo/paseo20k1 repos~496Automated safety check: PassCustom licence
Mission Control Agent APIbuilderz-labs/mission-control6.3k—~2.1kAutomated safety check: PassMIT

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Categories

Questions about AO Cloud CLI Catalog

What does AO Cloud CLI Catalog do?

Documents the ao CLI for spawning, listing, messaging, and killing worker sessions, and for reporting back to an orchestrator from inside a sandbox. This skill explains that ao inside a cloud sandbox is a thinner client than the desktop CLI, with no session, project, status, preview, or browser commands. It lists spawn, list, send, and kill as orchestrator-only commands, report for a worker talking back to its parent orchestrator, and claim-pr for attaching an existing pull request to any session.

When should I use AO Cloud CLI Catalog?

AO Cloud CLI Catalog fits situations like: coordinating multiple AO worker sessions from an orchestrator; checking the status and branch of spawned workers; sending a message into a running worker's conversation; reporting results back to a parent orchestrator.

How do I install AO Cloud CLI Catalog in Claude Code?

Run `npx skills add OrchestratorInc/agent-orchestrator --skill using-ao -a claude-code`. Or copy the skill folder (cloud/internal/skillassets/using-ao in OrchestratorInc/agent-orchestrator) into .claude/skills/using-ao in your project. Claude Code loads it when a task matches its description.

How do I install AO Cloud CLI Catalog in Codex?

Run `npx skills add OrchestratorInc/agent-orchestrator --skill using-ao -a codex`. Or copy the skill folder (cloud/internal/skillassets/using-ao in OrchestratorInc/agent-orchestrator) into .agents/skills/using-ao in your project. Codex loads it when a task matches its description.

Can I use AO Cloud CLI Catalog in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add OrchestratorInc/agent-orchestrator --skill using-ao -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/using-ao, .gemini/skills/using-ao, .github/skills/using-ao and .opencode/skills/using-ao in your project.

What does AO Cloud CLI Catalog need to run?

SKILL.md names no scripts, command-line tools or credentials: AO Cloud CLI Catalog is instructions for the agent only.

Does AO Cloud CLI Catalog access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is AO Cloud CLI Catalog safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does AO Cloud CLI Catalog use?

AO Cloud CLI Catalog is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does AO Cloud CLI Catalog use?

About 674 tokens (SKILL.md is roughly 2.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to AO Cloud CLI Catalog?

Skills that share tags, products or a category with AO Cloud CLI Catalog: Orca CLI (stablyai/orca, 87k stars), Paseo Advisor Second Opinion (getpaseo/paseo, 20k stars), O2 Review Loop (openobserve/openobserve, 22k stars) and Paseo Committee (getpaseo/paseo, 20k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains AO Cloud CLI Catalog?

OrchestratorInc (a GitHub organization) maintains it in OrchestratorInc/agent-orchestrator, which has 12,852 GitHub stars. The repository holds 5 skills in this directory. The repository was last updated on October 7, 2026.

Source: OrchestratorInc/agent-orchestrator on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.