awslabs/cli-agent-orchestrator

Multi-agent orchestration for AI coding CLIs — Claude Code, Kiro, Codex, and more, coordinated in isolated tmux sessions

About the project

CLI Agent Orchestrator is a tool that coordinates multiple AI coding command-line programs by running them as separate workers in isolated terminal sessions. A supervisor uses it to delegate software tasks to specialist agents in parallel or in sequence while the workers retain their normal command-line capabilities. The catalogue skills operate this orchestration workflow.

1.4kStars on the repository
18Mods indexed here, across every type
yesterdayLast push, which is what freshness is scored on
Apache-2.0Licence, which decides whether bodies are shown

aidlc-portfolio

01

awslabs/cli-agent-orchestrator

Skill Codex ✓ vendor

Coordinate multiple AI-DLC workflows across repositories and Git worktrees using an evidence-backed portfolio catalog and deterministic workspace tooling. Use when initializing an AI-DLC portfolio workspace, discovering organization or business context, registering projects and dependencies, creating child intents and…

not rated 1.4k +32 yesterday A SkillSpector: pass 74 tokens original Apache-2.0

agui-author

02

awslabs/cli-agent-orchestrator

Skill Claude CodeCodex ✓ vendor

Author live dashboard UI from an agent via the emitui MCP tool. Emit one of six allow-listed components (approvalcard, choiceprompt, diffsummary, progress, metric, agentcard) with JSON props and it renders in any AG-UI client watching the fleet. Use when you want the operator to see a decision, a diff, or a status…

not rated 1.4k +32 yesterday A SkillSpector: warn 93 tokens original Apache-2.0

cao-learning

03

awslabs/cli-agent-orchestrator

Skill Claude CodeCodex ✓ vendor

Report task outcomes and distill lessons so the team improves across runs — reportoutcome after each unit of work, retrospector handoffs at natural boundaries, and applying injected lessons. Use in workflows that run repeatedly over similar work items. Requires memory.learningenabled; degrade silently when the tools…

not rated 1.4k +32 changed 1mo ago A SkillSpector: pass 63 tokens original Apache-2.0

cao-mcp-apps

04

awslabs/cli-agent-orchestrator

Skill Claude CodeCodex ✓ vendor

Enable, operate, and extend CAO's MCP Apps surface — the host-rendered fleet dashboard visible inside MCP App hosts (Claude Desktop, ChatGPT, VS Code Copilot, Goose, Postman). Use when the user says "enable MCP Apps in CAO", "the ui://cao views aren't rendering", "rebuild MCP Apps bundles", "add a new ui://cao/ view"…

not rated 1.4k +32 yesterday A SkillSpector: pass 137 tokens original Apache-2.0

cao-memory

05

awslabs/cli-agent-orchestrator

Skill Claude CodeCodex ✓ vendor

Store, recall, and forget durable facts with CAO memory — user preferences, project conventions, decisions, and corrections that should persist across sessions and agents. Use proactively to check memory before asking the user, and to save anything worth remembering. Distinct from any provider-native memory.

not rated 1.4k +32 changed 27d ago A SkillSpector: pass 59 tokens original Apache-2.0

awslabs/cli-agent-orchestrator

Skill Claude CodeCodex ✓ vendor

Verify whether a CAO session is actually alive and what it really said, before reporting progress or completion to a user. Use alongside cao-session-management whenever you launch, poll, or report on a CAO session — especially when a session appears stalled, a send times out, or a status value looks inconsistent with…

not rated 1.4k +32 yesterday A SkillSpector: pass 70 tokens original Apache-2.0

cao-workflow

07

awslabs/cli-agent-orchestrator

Skill Claude CodeCodex ✓ vendor

Author and run CAO Python workflow scripts — multi-step, parameterized, fan-out orchestrations executed by cao workflow run. Use when the user wants a repeatable multi-step job (e.g. data analysis over many files, a review pipeline, a parameterized batch). Authoring ends at a validated script file; running it is a…

not rated 1.4k +32 changed 6d ago A SkillSpector: warn 79 tokens original Apache-2.0

mcp-apps-builder

08

awslabs/cli-agent-orchestrator

Skill Claude Code ✓ vendor

Load the official MCP Apps builder skills (create-mcp-app, migrate-oai-app, add-app-to-server, convert-web-app) from github.com/modelcontextprotocol/ext-apps. Use when the user says "build an MCP App", "add a ui:// view to my MCP server", "create an interactive MCP App from scratch", "migrate from OpenAI Apps SDK to…

not rated 1.4k +32 yesterday A SkillSpector: warn 137 tokens original Apache-2.0

cao-contributing

09

awslabs/cli-agent-orchestrator

Skill Claude CodeCodex ✓ vendor

Contribute changes to the CAO (CLI Agent Orchestrator) codebase — the local dev loop, the CI gate map, and the pre-PR checklist. Use when the user says "open a PR", "why did CI fail", "run the checks before I push", "the mypy/Code Quality job is red", "add a test and verify coverage", or when making any code change…

not rated 1.4k +32 changed 3d ago C 153 tokens original Apache-2.0

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