anthropics/launch-your-agent

• hightopics#1

  Add specific topics to improve categorization

  Why:

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  claude-code, claude-managed-agents, ai-agent-deployment, founder-tools, workflow-automation, anthropic

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• highreadme#2

  Clarify README's opening to prevent miscategorization

  Why:

  CURRENT

  # launch-your-agent
  
  A Claude Code skill that helps a technical founder build whatever they want on **Claude Managed Agents (CMA)** — an internal worker, a piece of their product, a customer-facing agent. It interviews you about what you want to build, scopes a v0, launches it in your own account, grades it against your own definition of done, iterates, and (if it should run on a clock) puts it on a scheduled deployment — with everything bigger laid out as an explicit v1/v2 plan.
  
  > Reference implementation. Not maintained and not accepting contributions. Licensed under [Apache 2.0](./LICENSE).

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  # launch-your-agent: A Guided Workflow for Claude Managed Agents
  
  This repository provides a **Claude Code skill** designed specifically for technical founders to rapidly build, launch, and iterate on **Claude Managed Agents (CMA)**. Unlike general-purpose LLM frameworks, `launch-your-agent` offers a structured, interactive workflow to take your idea from concept to a live, graded, and optionally scheduled agent within your own Anthropic account. It's a reference implementation to demonstrate best practices for CMA development, not a general-purpose agent framework. (Note: This project is not actively maintained and does not accept contributions.)

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• mediumhomepage#3

  Add a homepage URL to the repository

  Why:

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  https://www.anthropic.com/claude-code

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Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

• CATEGORY QUERY

  How to build and deploy an AI agent from scratch with structured guidance?

  you: not recommended
  AI recommended (in order):

  1. LangChain
  2. LlamaIndex
  3. Haystack
  4. OpenAI Assistants API
  5. Microsoft Semantic Kernel
  6. AutoGPT
  7. BabyAGI
  8. Hugging Face Transformers Agents

  AI recommended 8 alternatives but never named anthropics/launch-your-agent. This is the gap to close.

  Show full AI answer
• CATEGORY QUERY

  Tool to help technical founders design, launch, and iterate on autonomous AI workers?

  you: not recommended
  AI recommended (in order):

  1. LangChain
  2. AutoGPT
  3. LlamaIndex
  4. OpenAI API
  5. Hugging Face Transformers & Agents
  6. CrewAI
  7. Microsoft Semantic Kernel

  AI recommended 7 alternatives but never named anthropics/launch-your-agent. This is the gap to close.

  Show full AI answer

• Metadata completeness

  warn

  Suggestion:

• README presence

  pass

• Compared to common alternatives in this category, what is the core differentiator of anthropics/launch-your-agent?

  pass
  ⚠AI did not name anthropics/launch-your-agent — likely talking about a different project

  AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

• If a team adopts anthropics/launch-your-agent in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI named anthropics/launch-your-agent explicitly

  AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

• In one sentence, what problem does the repo anthropics/launch-your-agent solve, and who is the primary audience?

  pass
  ⚠AI did not name anthropics/launch-your-agent — likely talking about a different project

  AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?