{
  "markdown": "# Hands-on AI Playbook\n\nThe source repository for [handsonai.info](https://handsonai.info) — James Gray's playbook for building real things with AI: the AI Workflow Framework, the agentic building blocks, setup guides, patterns, and course companion content.\n\nAlmost everything here is markdown. This repository is a working example of a lesson it teaches: version control isn't only for code — the skills, agents, and documents AI works from live here too, moving through branches, pull requests, and reviews like any software project.\n\n## Three ways to use the playbook\n\n| Mode | What it is | Start here |\n|------|------------|-----------|\n| **Learn** | Read the playbook on the site — framework, building blocks, setup guides, patterns | [handsonai.info](https://handsonai.info) |\n| **Build** | Install the plugins — the playbook's skills and agents, packaged for Claude | [Plugin marketplace](https://handsonai.info/use-the-playbook/build/) |\n| **Ask** | Connect the MCP server and query the playbook from Claude, ChatGPT, Cursor, or VS Code | [MCP server guide](https://handsonai.info/mcp-server/) |\n\n## What's in this repository\n\n- `src/content/docs/` — the site's content: the [AI Workflow Framework](https://handsonai.info/ai-workflow-framework/), the [agentic building blocks](https://handsonai.info/agentic-building-blocks/), [builder setup guides](https://handsonai.info/builder-setup/), platform guides, use cases, and patterns\n- `plugins/handsonai/` — the canonical source of the plugin-packaged skills and agents, distributed via [`handsonai-plugins`](https://github.com/jamesgray-ai/handsonai-plugins)\n- `mcp-server/` — the MCP server that serves the playbook to AI tools, deployed on Cloudflare\n- `.claude/` — repo-specific skills and agents that maintain the site itself\n- `examples/` — worked example artifacts referenced from the playbook\n\n## Running the site locally\n\n```bash\nnpm install     # Astro/Starlight + plugins\nnpm run dev     # local dev server at http://localhost:4321\nnpm run build   # production build\n```\n\n## Contributing\n\nSuggestions and fixes are welcome — see the [contributor guidelines](src/content/docs/CONTRIBUTING.md), then open a pull request. Every change to this repository travels the same path the playbook teaches: branch, commit, pull request, review, merge.\n\n---\n\nBuilt and maintained by [James Gray](https://jamesgray.ai) with AI collaborators — most changes here are co-authored with Claude, reviewed before merge.\n",
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