Individual skill
agent-launcher-orchestrator
Use when someone wants to build, launch, grade or schedule a Claude Managed Agent in their own Anthropic account ('build me an agent', 'run this nightly'). Reads the session goal, routes with goal_router.py and compiles the loop with loop_compiler.py.
agent-launcher/skills/agent-launcher-orchestrator/SKILL.md
Source commit 8f082544116fc0d014188e521ca40304cdfc86b0
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Network or broad shell
- Last checked
- Nov 10, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
Install this skill
Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.
An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.
Repository context
- Repository stars (not skill ratings)
- 29,633
- Repository last updated
- Nov 11, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- agentic-ai Repository topic
- anthropic-claude Repository topic
- claude-ai Repository topic
- claude-code Repository topic
- claude-skills Repository topic
- claude-code-skills Repository topic
- ai-coding-agent Repository topic
- claude-code-plugins Repository topic
- developer-tools Repository topic
- openai-codex Repository topic
- claude-managed-agents Declared skill tag
- cma Declared skill tag
- agent Declared skill tag
- launch Declared skill tag
- orchestrator Declared skill tag
- session-goal Declared skill tag
- loop Declared skill tag
- workflow Declared skill tag
- cron Declared skill tag
- outcome Declared skill tag
- byok Declared skill tag
- operations Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
README.mddoc · 1,261 bytesSKILL.mdcore · 4,617 bytesSKILL.mdcore · 4,617 bytesSKILL.mdcore · 4,617 bytesscripts/goal_router.pyruns · 6,249 bytesscripts/goal_state.pyruns · 7,582 bytesscripts/loop_compiler.pyruns · 7,658 bytes
Read excerpt
# agent-launcher — Domain Orchestrator
Every session starts with a **goal** — one sentence for one CMA. This orchestrator
reads that goal, routes to the right phase, and compiles the goal into a **loop or
a workflow**. Heavy intake stays in the forked context; the parent gets a digest.
Inspired by Anthropic's `launch-your-agent` reference skill (Apache-2.0). This is
an independent re-implementation; CMA semantics come from
[`../../references/cma-primitives.md`](../../references/cma-primitives.md).
## The through-line: the session goal
State lives at `./my-agent/goal.json` (the user's folder). Manage it with
`goal_state.py` (init / set / status / advance) — it also backs the `/cs-goal`