Ai Dive Deep
Vlad's Playbook — the operator's field manual where every artifact is live, clickable, and forwardable. 39 chapters · 25 interactive widgets · 3 embedded case studies (AFC pitch + sanitized client audit). Read it → dive.vladyslavpodoliako.com
What is Ai Dive Deep?
Ai Dive Deep is a Model Context Protocol (MCP) server that allows AI assistants like Claude, Cursor, and VS Code to vlad's playbook — the operator's field manual where every artifact is live, clickable, and forwardable. 39 chapters · 25 interactive widgets · 3 embedded case studies (afc pitch + sanitized client aud...
Vlad's Playbook — the operator's field manual where every artifact is live, clickable, and forwardable. 39 chapters · 25 interactive widgets · 3 embedded case studies (AFC pitch + sanitized client audit). Read it → dive.vladyslavpodoliako.com
This server falls under the Knowledge & Memory category on MCPgee, the world's largest MCP server directory with 33,000+ servers.
Features
- Vlad's Playbook — the operator's field manual where every ar
Use Cases
Maintainer
Works with
Installation
Manual Installation
npx ai-dive-deepConfiguration
Configuration Details
claude_desktop_config.json
Performance
Response Metrics
Resource Usage
How to Set Up and Use Ai Dive Deep
AI Dive Deep is an interactive operator's field manual — 'Vlad's Playbook' — built as a live Astro 5 website covering 45 chapters on AI agent design, Claude model analysis, prompt architecture, MCP integration patterns, and practical deployment strategies. Unlike a static PDF, every artifact in the playbook is clickable, shareable, and kept current with the source repository, with 29 interactive widgets including a live LMArena leaderboard, token-burn calculator, and agent swarm visualizer. Operators and AI engineers use it as a reference hub for building production agent systems, with 18 reusable prompt templates, 9 hook templates, and 5 CLAUDE.md skeletons available for direct copy-paste.
Prerequisites
- Node.js 20 or later installed
- npm or a compatible package manager
- Git to clone the repository
- An MCP-compatible client if integrating with AI workflows (the playbook documents MCP patterns but is primarily a web reference)
Clone the repository
Clone the AI Dive Deep playbook repository to your local machine.
git clone https://github.com/Belkins/ai-dive-deep.git
cd ai-dive-deepInstall dependencies
Install Node.js dependencies using npm. The project is an Astro 5 static site.
npm installStart the development server
Launch the local development server to browse the playbook at localhost:4321.
npm run devBuild for production (optional)
Generate the static site output for self-hosting or deploying to any static file host.
npm run buildExplore the /resources section
Navigate to the /resources section of the playbook to find copy-paste ready templates: prompt templates, hook templates, CLAUDE.md skeletons, and SKILL.md templates that can be adapted for your own projects.
Connect MCP server for AI assistant access
To access the playbook content through an AI assistant, register it using npx. This allows your MCP client to query playbook resources programmatically.
{
"mcpServers": {
"ai-dive-deep": {
"command": "npx",
"args": ["ai-dive-deep"]
}
}
}Ai Dive Deep Examples
Client configuration
MCP client configuration to access the AI Dive Deep playbook via npx.
{
"mcpServers": {
"ai-dive-deep": {
"command": "npx",
"args": ["ai-dive-deep"]
}
}
}Prompts to try
Example prompts for exploring the playbook content through an AI assistant.
- "Show me the MCP integration patterns chapter from the playbook"
- "Find the CLAUDE.md skeleton template for a code review agent"
- "What prompt architecture principles does the playbook recommend?"
- "Show the hook templates available in the resources section"Troubleshooting Ai Dive Deep
npm run dev fails with Node version errors
The project requires Node.js 20+. Check your version with 'node --version' and upgrade if needed. Use nvm with 'nvm install 20 && nvm use 20' for easy version switching.
Interactive widgets do not load or show stale data
The live LMArena leaderboard widget pulls from the HuggingFace API. If it shows stale data, your network may be blocking the API call. Check the browser console for CORS or network errors and ensure outbound HTTPS to huggingface.co is allowed.
npx ai-dive-deep fails when connecting as an MCP server
The npx command requires the package to be published to npm. If the package is not yet on the registry, clone the repository locally and reference the local path in your MCP config instead: use 'command': 'node' with 'args': ['path/to/ai-dive-deep/dist/server.js'].
Frequently Asked Questions about Ai Dive Deep
What is Ai Dive Deep?
Ai Dive Deep is a Model Context Protocol (MCP) server that vlad's playbook — the operator's field manual where every artifact is live, clickable, and forwardable. 39 chapters · 25 interactive widgets · 3 embedded case studies (afc pitch + sanitized client audit). read it → dive.vladyslavpodoliako.com It connects AI assistants to external tools and data sources through a standardized interface.
How do I install Ai Dive Deep?
Follow the installation instructions on the Ai Dive Deep GitHub repository. Clone the repo, install dependencies, and add the server config to your AI client.
Which AI clients work with Ai Dive Deep?
Ai Dive Deep works with all major MCP-compatible AI clients including Claude Desktop, Claude Code, Cursor, VS Code (GitHub Copilot), Windsurf, and Cline.
Is Ai Dive Deep free to use?
Yes, Ai Dive Deep is open source and available under the NOASSERTION license. You can use it freely in both personal and commercial projects.
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Quick Config Preview
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