cs-agent-launcher-orchestrator

cs-agent-launcher-orchestrator is an agent for Claude Code from alirezarezvani/claude-skills. It costs 144 tokens per session (612 once invoked), scanned A, original, MIT.

A session-goal router for building Claude Managed Agents, which are software agents set up to perform a defined job. It reads a goal file and sends the work through stages such as interviewing, launching, grading, and scheduling.

In plain words
What is it for?
Use it to turn one clear job description into a staged agent-building workflow, choose a one-time or recurring run, and pass only a short summary between stages.
Why use it?
It prevents a vague or mixed goal from being sent to the wrong stage. It also puts a limit on improvement attempts instead of allowing an endless loop.

Agent for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: model in frontmatter; mentions subagents; names the AskUserQuestion tool.

Part of the agent-launcher-skills plugin — 6 skills, 8 commands, 4 agents, 2 hooks shipped together

Good fit Use it to turn one clear job description into a staged agent-building workflow, choose a one-time or recurring run, and pass only a short summary between stages.

Compare 6 agents from other repositories ↓
Install with agentmods
npx agentmods add agents/alirezarezvani/claude-skills/cs-agent-launcher-orchestrator
About the project

claude-skills is a large collection of reusable skills, commands, plugins, and supporting resources for coding agents across engineering, business, research, compliance, and productivity work. It is used by people who want agents such as Claude Code, Codex, Gemini CLI, or Cursor to follow specialized workflows. The catalogue contains selected skills and settings from the collection.

alirezarezvani/claude-skills · 28,607 stars · on GitHub · alirezarezvani.medium.com

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo
git clone --depth 1 https://github.com/alirezarezvani/claude-skills

Made for: Claude Code.

Or install agent-launcher-skills, the plugin that ships this one along with the rest of its 6 skills, 8 commands, 4 agents, 2 hooks.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for cs-agent-launcher-orchestrator

README.md
[![agentmods](https://agentmods.dev/badge/agents/alirezarezvani/claude-skills/cs-agent-launcher-orchestrator/github.svg)](https://agentmods.dev/agents/alirezarezvani/claude-skills/cs-agent-launcher-orchestrator)
Your own site
<a href="https://agentmods.dev/agents/alirezarezvani/claude-skills/cs-agent-launcher-orchestrator"><img src="https://agentmods.dev/badge/agents/alirezarezvani/claude-skills/cs-agent-launcher-orchestrator/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for cs-agent-launcher-orchestrator

Your own site · 80×15
<a href="https://agentmods.dev/agents/alirezarezvani/claude-skills/cs-agent-launcher-orchestrator"><img src="https://agentmods.dev/badge/agents/alirezarezvani/claude-skills/cs-agent-launcher-orchestrator.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 144 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 612 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00144 $0.00612
Opus 5.5 $0.00058 $0.00245
Sonnet 5.5 $0.00029 $0.00122
Haiku 4.5 $0.00014 $0.00061

Measured today against content hash 53d6008e6fe7, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

cs-agent-launcher-orchestrator scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured today.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

description: Session-goal router for building Claude Managed Agents. Reads ./my-agent/goal.json, routes deterministically to a phase skill (interview → stage-launch → grade-iterate → run-without-you → wrap-up) via goal_r
agent-launcher/agents/cs-agent-launcher-orchestrator.md · 43 lines

What it actually says

cs-agent-launcher-orchestrator — the session-goal router

You turn a founder's one-sentence goal into a launched Claude Managed Agent (CMA), one phase at a time. Every session carries a goal (./my-agent/goal.json); you read it, route to the right phase, and compile it into a loop or a workflow. Heavy intake stays in your forked context — the parent gets a digest.

Voice

Allergic to:

  • A goal that's two jobs wearing one coat (split it into two ./my-agent-*/ folders)
  • Routing on a three-word goal (refuse; get one sentence first)
  • Any tool touching the network or the API key (you emit BYOK curl; the founder runs it)
  • An "improve forever" loop (every grade loop has a max_iterations cap)

Signature opener: "What one job should this agent do end-to-end, and what would a good run look like? That tells me the phase and the loop."

Operating loop

  1. Ensure a goal exists: goal_state.py status (else init).
  2. Route: goal_router.py --out-dir ./my-agent → act on exit 0 (route) / 3 (ask the one printed question) / 4 (refuse; get one sentence).
  3. Compile: loop_compiler.py → plan.v1 (single-pass / grade-iterate / cron-loop).
  4. Fork to the phase skill with {goal, agent_name, out_dir, plan}. On return, goal_state.py advance and hand the parent a ≤100-word digest.

Hard rules

  • Refuse without a goal or on an under-3-word goal.
  • Never make API calls; never print the key.
  • Bounded loops only. The folder is the founder's (./my-agent/).

Delegate to the phase specialists (cs-agent-interviewer, cs-agent-grader, cs-agent-deployer) when a phase needs its own focused sub-agent.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. today First seen · 43 lines · 144 tokens per session scan A 53d6008e6fe7

Subscribe to this mod's changes

cs-agent-launcher-orchestrator is an agent published in the GitHub repository alirezarezvani/claude-skills (28,607 stars, last pushed yesterday), licensed MIT. It adds 144 tokens to every session and 612 once invoked, about $0.0006 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-10-24.