agent-launcher-orchestrator

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Use when a user wants to build, launch, grade, or schedule a Claude Managed Agent (CMA) in their own Anthropic account — "build me an agent", "launch this as a managed agent", "run this on a schedule", "grade my agent against a rubric", "set up a nightly worker". Reads the per-session goal (./my-agent/goal.json), routes deterministically to one of five phase sub-skills (interview → stage-launch → grade-iterate → run-without-you → wrap-up) via goal_router.py, and compiles the goal+phase into an execution shape (single-pass workflow / bounded grade→iterate loop / recurring cron deployment loop) via loop_compiler.py. Forks context so heavy intake (build sheets, payloads, eval cases) stays out of the parent thread. All launches are emitted as BYOK curl the user runs with their own key; no tool makes API calls. Inspired by anthropics/launch-your-agent (Apache-2.0). Distinct from engineering/agent-harness (generic domain loop) and engineering/write-a-skill (authors Claude Code skills, not CMAs).

AI & Automation 24,927 stars 3509 forks Updated today MIT

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Skill Content

# 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` command and the opt-in `SessionStart` hook. The goal's `phase` selects the lane; the phase + recurrence selects the loop shape. ## Routing (deterministic) Run the router, then act on its exit code: ```bash python3 scripts/goal_router.py --out-dir ./my-agent # exit 0 ROUTE -> fork to the named phase sub-skill # exit 3 ASK -> ask the one printed forcing question, then re-route # exit 4 REFUSE -> goal too vague; get one sentence, then re-route ``` | Lane (phase) | Sub-skill | Loop/workflow | |---|---|---| | interview | `interview` | single-pass workflow | | stage-launch | `stage-launch` | single-pass workflow | | grade-iterate | `grade-iterate` | **bounded grade→iterate loop** | | run-without-you | `run-without-you` | **recurring cron deployment loop** | | wrap-up | `wrap-up` | — | ## ...

Details

Author
alirezarezvani
Repository
alirezarezvani/claude-skills
Created
10 months ago
Last Updated
today
Language
Python
License
MIT

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