Agentic orchestrator for parallel coding agents — plans tasks, spawns agents, and autonomously handles CI fixes, merge conflicts, and code reviews.
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Harsh Batheja 331f1ce568
fix(core): dispatch detailed bugbot review comments to agents (#1334)
* fix(core): dispatch detailed bugbot review comments to agents

The bugbot-comments reaction previously sent a generic "fix the issues"
message, leaving the agent to discover comments on its own. The typical
agent flow — fetch `GET /pulls/{pr}/comments` (first page only) and
filter for a bugbot marker — misses new comments when the response is
paginated, and trusts a stale `gh pr checks` status.

Now we format the already-fetched `AutomatedComment[]` into a detailed
message that lists each comment (severity, path:line, bot name, excerpt,
URL) and embeds explicit API-level guidance so the agent can verify via
`/reviews` + `/reviews/{id}/comments` + paginated `/pulls/{pr}/comments`
(checking `in_reply_to_id` for replies) instead of the naive first-page
scan.

Closes #895

* refactor(core): extract bugbot comment formatter, address review

Follow-up to #895 review:

- Extract formatAutomatedCommentsMessage to a module-level helper
  (packages/core/src/format-automated-comments.ts) so it is directly
  unit-testable rather than closure-scoped inside createLifecycleManager.
- Accept optional PRInfo and interpolate owner/repo/number into the
  verification guidance when dispatched from the lifecycle; fall back
  to OWNER/REPO/PR placeholders otherwise.
- Drop the dead `if (c.url)` guard (url is required on AutomatedComment).
- Append `…` when the first-line excerpt is truncated at 160 chars.
- Simplify the config.ts default message to a short fallback and note
  inline that the lifecycle dispatcher injects the rich listing.
- Add 11 focused unit tests for the formatter (interpolation, ellipsis,
  first-line extraction, missing path/line, severity rendering, ordering).

* fix(core): address review feedback on bugbot detail dispatch

Resolves the 6 comments from @illegalcall on #1334:

- H: Sentinel-gate the default-message override — export
  DEFAULT_BUGBOT_COMMENTS_MESSAGE from config.ts and only replace the
  reaction message when it matches the sentinel. User-customized
  messages in project YAML are left untouched.
- H: Add --paginate to step 2 of the verification guidance. Step 2 was
  previously missing --paginate, reintroducing the exact pagination
  failure mode #895 is meant to fix.
- H: Prompt-injection mitigation — strip backticks from comment body
  excerpts, wrap each excerpt in a code span so the content cannot
  break out, and add an "untrusted third-party data" preamble telling
  the agent not to treat excerpts as instructions.
- M: Preserve line number when c.line === 0 (file-level or 0-indexed
  tools). Was previously treated as falsy and dropped.
- M: Skip leading blank lines in excerpt extraction; strip leading
  markdown heading markers (### Title) and whole-line bold/italic
  wrappers before truncating.
- L: Correct the "reply resolves the thread" wording — replying alone
  does not resolve a review thread on GitHub; resolution is a separate
  "Resolve conversation" action.

Also adds a patch-level changeset for @aoagents/ao-core and expands
the test suite to 811 tests (was 803) covering sentinel override,
custom-message passthrough, line===0, backtick escaping, heading
stripping, and step-2 pagination regression.
2026-04-22 22:18:13 +05:30
.changeset fix(core): dispatch detailed bugbot review comments to agents (#1334) 2026-04-22 22:18:13 +05:30
.cursor fix: merge upstream main and resolve conflicts for cursor agent 2026-04-10 11:48:27 +05:30
.github Add multi-project storage, resolution, and project settings support (#1343) 2026-04-21 17:45:55 +05:30
.husky feat: implement comprehensive security audit and secret leak prevention (#67) 2026-02-16 10:33:50 +05:30
.issue-assets fix(web): make PR title clickable on /prs page (#1146) 2026-04-12 08:43:53 +05:30
artifacts fix: merge upstream main and resolve conflicts for cursor agent 2026-04-10 11:48:27 +05:30
changelog fix: address PR review feedback for session audit trail 2026-04-17 21:06:08 +05:30
docs Add multi-project storage, resolution, and project settings support (#1343) 2026-04-21 17:45:55 +05:30
examples Update examples readme: Linear branchName vs feat/<id> when spawning 2026-04-02 22:17:28 +02:00
openclaw-plugin refactor: remove --decompose feature entirely 2026-04-10 13:02:52 +05:30
packages fix(core): dispatch detailed bugbot review comments to agents (#1334) 2026-04-22 22:18:13 +05:30
scripts Merge pull request #882 from DNX/feat/linear-spawn-branch-name 2026-04-11 14:45:57 +05:30
skills/agent-orchestrator fix: merge main and address review findings for prompt-driven spawn 2026-04-11 21:44:57 +05:30
tests/integration fix: added GraphQL batch PRfeat: add GraphQL batch PR enrichment for orchestrator polling enrichment for orchestrator polling (fixes #608) (#637) 2026-03-30 00:31:04 +05:30
.eslintignore fix: added GraphQL batch PRfeat: add GraphQL batch PR enrichment for orchestrator polling enrichment for orchestrator polling (fixes #608) (#637) 2026-03-30 00:31:04 +05:30
.gitignore style(design): design review fixes + fresh Warm Terminal design system (#927) 2026-04-11 16:30:03 +05:30
.gitignore-template feat: OpenCode session lifecycle and CLI controls (#315) 2026-03-08 09:55:44 +05:30
.gitleaks.toml feat: implement comprehensive security audit and secret leak prevention (#67) 2026-02-16 10:33:50 +05:30
.npmrc feat: publish to npm under @composio scope (#32) 2026-02-15 04:28:57 +05:30
.prettierignore chore: add ESLint, Prettier, CI workflow, and comprehensive CLAUDE.md conventions 2026-02-13 18:01:52 +05:30
.prettierrc chore: add ESLint, Prettier, CI workflow, and comprehensive CLAUDE.md conventions 2026-02-13 18:01:52 +05:30
AGENTS.md docs: add working principles to contributor docs 2026-04-18 00:32:10 +05:30
ARCHITECTURE.md fix: migrate to hash-based project isolation architecture 2026-02-18 00:19:55 +05:30
CLAUDE.md docs: add working principles to contributor docs 2026-04-18 00:32:10 +05:30
CONTRIBUTING.md docs: add working principles to contributor docs 2026-04-18 00:32:10 +05:30
DESIGN.md style(design): design review fixes + fresh Warm Terminal design system (#927) 2026-04-11 16:30:03 +05:30
LICENSE feat: publish to npm under @composio scope (#32) 2026-02-15 04:28:57 +05:30
README.md feat(power): prevent macOS idle sleep while AO is running (#1072) 2026-04-11 00:11:45 +05:30
SECURITY.md fix: migrate to hash-based project isolation architecture 2026-02-18 00:19:55 +05:30
SETUP.md feat(cli): filter terminated sessions from ao session ls / ao status by default (#1340) 2026-04-20 13:05:34 +05:30
TROUBLESHOOTING.md fix: migrate to hash-based project isolation architecture 2026-02-18 00:19:55 +05:30
agent-orchestrator.yaml.example feat(core): auto-terminate sessions on PR merge (#1309) (#1311) 2026-04-20 12:56:07 +05:30
eslint.config.js Add multi-project storage, resolution, and project settings support (#1343) 2026-04-21 17:45:55 +05:30
package.json fix: address final lifecycle review findings (#122) 2026-04-17 19:52:15 +05:30
pnpm-lock.yaml Merge pull request #1276 from yyovil/fix/xterm-migration 2026-04-19 14:51:39 +05:30
pnpm-workspace.yaml chore: remove React Native/Expo mobile app 2026-03-25 12:00:59 +05:30
test-ao-config.yaml fix: restore GitHub repo URLs to ComposioHQ/agent-orchestrator — only npm scope changed 2026-04-09 16:00:32 +00:00
test-ao-config2.yaml fix: restore GitHub repo URLs to ComposioHQ/agent-orchestrator — only npm scope changed 2026-04-09 16:00:32 +00:00
tsconfig.base.json fix: scope node types to node packages 2026-04-13 18:25:21 +05:30
tsconfig.node.json fix: scope node types to node packages 2026-04-13 18:25:21 +05:30

README.md

Agent Orchestrator — The Orchestration Layer for Parallel AI Agents

Agent Orchestrator banner

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.

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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)

See it in action

Agent Orchestrator demo — AI agents building their own orchestrator

Watch the Demo on X


The Self-Improving AI System That Built Itself

Read the Full Article on X

Quick Start

Prerequisites: Node.js 20+, Git 2.25+, tmux, gh CLI. Install tmux via brew install tmux (macOS) or sudo 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

  1. You startao start launches the dashboard and an orchestrator agent
  2. Orchestrator spawns workers — each issue gets its own agent in an isolated git worktree
  3. Agents work autonomously — they read code, write tests, create PRs
  4. Reactions handle feedback — CI failures and review comments are automatically routed back to the agent
  5. 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