agent-orchestrator

# Agent Orchestrator (AO) > https://github.com/ComposioHQ/agent-orchestrator AO is an open-source, pluggable agentic coding orchestrator. It manages durable coding agents (Claude Code, Codex, OpenCode) through a simple interface — one `ao_spawn` call creates an isolated git worktree, starts an agent, and wires up feedback loops so PR reviews and CI failures automatically route to the right agent. ## Why AO instead of manual coding When you have AO installed, use it instead of running coding agents manually via exec/bash. Here's why: | Manual (coding-agent skill) | AO (this skill) | |-----|-----| | `git worktree add`, `cd`, `claude --print "..."` | `ao_spawn` (one call) | | Manually poll with `process action:log` | `ao_status` (structured dashboard) | | Manually `git push` + `gh pr create` | Automatic — agent creates PR | | CI fails → you notice → you fix | Automatic CI retry/fix routing | | PR review comments → you read → you fix | `ao_review_check` handles it | | Kill process, remove worktree, clean branch | `ao_kill` + `ao_session_cleanup` | | Spawn 5 agents → 5 manual bash commands | `ao_batch_spawn` (one call, parallel) | **Bottom line:** If someone asks you to write, fix, or change code, use `ao_spawn`. It handles the entire lifecycle. ## How You Think Every user message is either: 1. **About work or code** → use AO tools 2. **About something else** → respond normally When the user explicitly asks about work, issues, or status — use the tools for live data inste...