(1) Rigorous notes and solutions for core algorithms and computing fundamentals broken down for deliberate practice with Anki. (2) A monorepo of libraries and CLI tools I use regularly as a software engineer.

IANA-registered format for AI Context (application/vnd.faf+yaml)

Search code and copy matches to clipboard for use with AI tools.

MCP repo (claude-faf-mcp): Anthropic-approved Persistent Project Context MCP Server

CLI repo (faf-cli): CLI for IANA-registered AI Context format (application/vnd.faf+yaml)

A CLI utility to aggregate file contents into Markdown format, perfect for AI context and code reviews

The official website for .faf - Project DNA ✨ for ANY AI

Better Context to AI is a Visual Studio Code extension to easily share your code context to web-based AIs like ChatGPT, Gemini, and Claude.

A Unity tool that analyzes C# code structure and generates XML files with metadata about classes, methods, and fields. Specifically designed to provide enhanced context about project architecture for AI assistants and tools. Improves AI understanding of the project without the need to index all the code.

macOS developer tool that snapshots your project into one readable file and applies AI-edited changes back. Deterministic, LLM-friendly dump/undump.

curated Go resources to provide comprehensive context to LLMs.

Project context freshness checker for AI projects. Ensures docs stay current with code changes.

Unity Drawio Updater is a tool for automatically creating and updating Drawio diagrams based on your Unity code. Generates up-to-date class diagrams with complete representation of relationships between components in your project, preserving your layout, styles, and arrow configurations.

TypeScript migration toolkit for adopting Effect with Amp coding agents

🚀 FAF Chrome Extension - Universal AI Context Format for Code Repositories

AI CUP 2025秋季賽－電腦斷層心臟肌肉影像分割競賽 II－主動脈瓣物件偵測

Model Context Protocol Servers

Working protocol for agents (Claude Code, Codex, Gemini CLI) compatible with all types of software projects based on a group of .json files (json_schema) that provide guidance for the operation and generation of contexts to work accurately on real projects.

Universal MCP server for .FAF (Foundational AI-context Format) - Persistent project context for Cursor, Windsurf, VS Code, Cline, and all MCP-compatible platforms

Rust CLI that merges files/dirs into one XML or text output for fast LLM context or general aggregation, with filters, optional tree, and clipboard support.