{
  "markdown": "# CrewAI Skills\n\nA collection of skills for AI coding agents that teach best practices for building with [CrewAI](https://docs.crewai.com). Skills follow the [Agent Skills](https://agentskills.io/) format.\n\n## Available Skills\n\n### getting-started\n\nCrewAI architecture decisions and project scaffolding. Covers choosing the right abstraction (`LLM.call()` vs `Agent.kickoff()` vs `Crew.kickoff()` vs `Flow`), CLI scaffolding, YAML configuration, wiring `@CrewBase` crews, writing Flows with `@start`/`@listen`, conversational Flows with `handle_turn()`, and variable interpolation.\n\n**Use when:**\n- Starting a new CrewAI project\n- Choosing between abstraction levels\n- Scaffolding with `crewai create flow`\n- Setting up agents.yaml and tasks.yaml\n- Wiring crew.py or main.py\n- Building experimental conversational Flows\n- Debugging common setup issues\n\n### design-agent\n\nCrewAI agent design and configuration. Covers the Role-Goal-Backstory framework, LLM selection, tool assignment, execution tuning (`max_iter`, `max_rpm`, `max_execution_time`), memory and knowledge sources, guardrails, and YAML vs code configuration.\n\n**Use when:**\n- Creating or configuring CrewAI agents\n- Choosing role, goal, and backstory\n- Assigning tools or selecting LLMs\n- Tuning agent parameters\n- Setting up knowledge sources or memory\n- Debugging agent behavior\n\n### design-task\n\nCrewAI task design and configuration. Covers writing effective descriptions and expected output, task dependencies with `context`, structured output (`output_pydantic`, `output_json`, `output_file`), guardrails, human-in-the-loop review, and async execution.\n\n**Use when:**\n- Creating or configuring CrewAI tasks\n- Writing task descriptions and expected output\n- Setting up task dependencies\n- Configuring structured output formats\n- Adding guardrails or human review\n- Debugging task execution issues\n\n## Installation\n\nIn [Claude Code](https://docs.claude.com/en/docs/claude-code), add this marketplace and install the plugin:\n\n```\n/plugin marketplace add crewAIInc/skills\n/plugin install crewai-skills@crewai-plugins\n```\n\nThe first command registers the marketplace from this repo's `.claude-plugin/marketplace.json`. The second installs the `crewai-skills` plugin from the `crewai-plugins` marketplace.\n\nTo pin to a specific branch or tag:\n\n```\n/plugin marketplace add crewAIInc/skills\n```\n\n## Skill Structure\n\nEach skill contains:\n- `SKILL.md` - Instructions for the agent\n- `references/` - Supporting documentation (tools catalog, MCP servers, structured output patterns, etc.)\n\n## License\n\nMIT\n",
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}