* fix(cli): derive projectId from prefixed issue id on spawn When `ao spawn <projectId>/<issue>` is used in a multi-project config, route the spawn to the prefixed project and strip the prefix from the issue id. Previously the projectId fell back to whichever project `ao start` was running for, tagging cross-project sessions with the wrong project (and session prefix). Applies to both `ao spawn` and `ao batch-spawn`; batch-spawn errors out if issues mix multiple project prefixes. Fixes #1329 * refactor(core,cli): lift spawn target resolution into core Move the issue-prefix → project routing from the CLI into a reusable core utility, `resolveSpawnTarget(projects, issueRef, fallback?)`. - Exposes routing to any spawn entry point (CLI, web API, programmatic). - Accepts either a project id or sessionPrefix as the prefix; project id wins on collision. - `ao batch-spawn` now groups issues by resolved project and preflights once per group instead of erroring on mixed prefixes. Tests: - 8 unit tests for `resolveSpawnTarget` in core. - CLI spawn.test.ts: adds a sessionPrefix routing test (23 tests total). Refs #1329 * test(cli): cover batch-spawn grouping; tighten resolveSpawnTarget API Self-review found three gaps: - `resolveSpawnTarget` accepted `undefined` issueRef and returned `{ issueId: "" }` with a fallback project. Dead path — both callers guard against undefined. Drop it and make issueRef required. - No tests for `batch-spawn`. Added two: - routes cross-project prefixed issues to the correct project and lists each project's sessions separately - skips a prefixed issue when the target project already has an active session for it - `spawn` and `batch-spawn` help text didn't document the `<projectId>/<issue>` or `<sessionPrefix>/<issue>` forms. * fix(core): guard resolveSpawnTarget against prototype-key matches Second review pass found a latent bug: Plain JS objects inherit `__proto__`, `constructor`, `toString`, `hasOwnProperty`, etc. from Object.prototype. The previous `if (projects[prefix])` check entered the routing branch for any of these keys, mis-routing a user typing `ao spawn __proto__/42` with `projectId: "__proto__"`. Downstream session-manager would then receive a junk project object (Object.prototype itself) and fail with a non-obvious error. Fix: use `Object.prototype.hasOwnProperty.call(projects, prefix)` so only actual configured project ids match. Also: - Document the case-sensitive matching semantic explicitly. - Lock in the batch-spawn grouping contract by asserting exact `list()` and `spawn()` call counts in the cross-project test. |
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| artifacts | ||
| changelog | ||
| docs | ||
| examples | ||
| openclaw-plugin | ||
| packages | ||
| scripts | ||
| skills/agent-orchestrator | ||
| tests/integration | ||
| .eslintignore | ||
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| .gitignore-template | ||
| .gitleaks.toml | ||
| .npmrc | ||
| .prettierignore | ||
| .prettierrc | ||
| AGENTS.md | ||
| ARCHITECTURE.md | ||
| CLAUDE.md | ||
| CONTRIBUTING.md | ||
| DESIGN.md | ||
| LICENSE | ||
| README.md | ||
| SECURITY.md | ||
| SETUP.md | ||
| TROUBLESHOOTING.md | ||
| agent-orchestrator.yaml.example | ||
| eslint.config.js | ||
| package.json | ||
| pnpm-lock.yaml | ||
| pnpm-workspace.yaml | ||
| test-ao-config.yaml | ||
| test-ao-config2.yaml | ||
| tsconfig.base.json | ||
| tsconfig.node.json | ||
README.md
Agent Orchestrator — The Orchestration Layer for Parallel AI Agents
Spawn parallel AI coding agents, each in its own git worktree. Agents autonomously fix CI failures, address review comments, and open PRs — you supervise from one dashboard.
Agent Orchestrator manages fleets of AI coding agents working in parallel on your codebase. Each agent gets its own git worktree, its own branch, and its own PR. When CI fails, the agent fixes it. When reviewers leave comments, the agent addresses them. You only get pulled in when human judgment is needed.
Agent-agnostic (Claude Code, Codex, Aider) · Runtime-agnostic (tmux, Docker) · Tracker-agnostic (GitHub, Linear)
Quick Start
Prerequisites: Node.js 20+, Git 2.25+, tmux,
ghCLI. Install tmux viabrew install tmux(macOS) orsudo apt install tmux(Linux).
Install
npm install -g @aoagents/ao
Permission denied? Install from source?
If npm install -g fails with EACCES, prefix with sudo or fix your npm permissions.
To install from source (for contributors):
git clone https://github.com/ComposioHQ/agent-orchestrator.git
cd agent-orchestrator && bash scripts/setup.sh
Start
Point it at any repo — it clones, configures, and launches the dashboard in one command:
ao start https://github.com/your-org/your-repo
Or from inside an existing local repo:
cd ~/your-project && ao start
That's it. The dashboard opens at http://localhost:3000 and the orchestrator agent starts managing your project.
Add more projects
ao start ~/path/to/another-repo
How It Works
- You start —
ao startlaunches the dashboard and an orchestrator agent - Orchestrator spawns workers — each issue gets its own agent in an isolated git worktree
- Agents work autonomously — they read code, write tests, create PRs
- Reactions handle feedback — CI failures and review comments are automatically routed back to the agent
- You review and merge — you only get pulled in when human judgment is needed
The orchestrator agent uses the AO CLI internally to manage sessions. You don't need to learn or use the CLI — the dashboard and orchestrator handle everything.
Configuration
ao start auto-generates agent-orchestrator.yaml with sensible defaults. You can edit it afterwards to customize behavior:
# agent-orchestrator.yaml
# Runtime data is auto-derived under ~/.agent-orchestrator/{hash}-{projectId}/
port: 3000
defaults:
runtime: tmux
agent: claude-code
workspace: worktree
notifiers: [desktop]
projects:
my-app:
repo: owner/my-app
path: ~/my-app
defaultBranch: main
sessionPrefix: app
reactions:
ci-failed:
auto: true
action: send-to-agent
retries: 2
changes-requested:
auto: true
action: send-to-agent
escalateAfter: 30m
approved-and-green:
auto: false # flip to true for auto-merge
action: notify
CI fails → agent gets the logs and fixes it. Reviewer requests changes → agent addresses them. PR approved with green CI → you get a notification to merge.
See agent-orchestrator.yaml.example for the full reference, or run ao config-help for the complete schema.
Remote Access
AO keeps your Mac awake while running, so you can access the dashboard remotely (e.g., via Tailscale from your phone) without the machine going to sleep.
How it works: On macOS, AO automatically holds an idle-sleep prevention assertion using caffeinate. When AO exits, the assertion is released.
# agent-orchestrator.yaml
power:
preventIdleSleep: true # Default on macOS, no-op on Linux
Set to false if you want to allow idle sleep while AO runs.
Lid-close limitation: macOS enforces lid-close sleep at the hardware level — no userspace assertion can override it. If you need remote access while traveling with the lid closed, use clamshell mode (external power + display + input device).
Plugin Architecture
Seven plugin slots. Lifecycle stays in core.
| Slot | Default | Alternatives |
|---|---|---|
| Runtime | tmux | process |
| Agent | claude-code | codex, aider, cursor, opencode |
| Workspace | worktree | clone |
| Tracker | github | linear, gitlab |
| SCM | github | gitlab |
| Notifier | desktop | slack, discord, composio, webhook, openclaw |
| Terminal | iterm2 | web |
All interfaces defined in packages/core/src/types.ts. A plugin implements one interface and exports a PluginModule. That's it.
Why Agent Orchestrator?
Running one AI agent in a terminal is easy. Running 30 across different issues, branches, and PRs is a coordination problem.
Without orchestration, you manually: create branches, start agents, check if they're stuck, read CI failures, forward review comments, track which PRs are ready to merge, clean up when done.
With Agent Orchestrator, you: ao start and walk away. The system handles isolation, feedback routing, and status tracking. You review PRs and make decisions — the rest is automated.
Documentation
| Doc | What it covers |
|---|---|
| Setup Guide | Detailed installation, configuration, and troubleshooting |
| CLI Reference | All ao commands (mostly used by the orchestrator agent) |
| Examples | Config templates (GitHub, Linear, multi-project, auto-merge) |
| Development Guide | Architecture, conventions, plugin pattern |
| Contributing | How to contribute, build plugins, PR process |
Development
pnpm install && pnpm build # Install and build all packages
pnpm test # Run tests (3,288 test cases)
pnpm dev # Start web dashboard dev server
See docs/DEVELOPMENT.md for code conventions and architecture details.
Contributing
Contributions welcome. The plugin system makes it straightforward to add support for new agents, runtimes, trackers, and notification channels. Every plugin is an implementation of a TypeScript interface — see CONTRIBUTING.md and the Development Guide for the pattern.
License
MIT