Resources
Deep-dive guides, tutorials, and practical documentation for the AI tools you use every day.
70 resources across 33 tools
24 results
Train Llm From Scratch
Train LLM From Scratch Guide
The repository teaches a Transformer-based language model workflow in PyTorch, covering data download, preprocessing, model building, training, checkpoints, text generation, and post-training methods such as SFT, reward modeling, PPO, DPO, and GRPO/RLVR. The GitHub summary reports an MIT license, roughly 5.6k stars, and a companion documentation site.
Neural Networks: Zero to Hero Guide
A builder-focused guide to Andrej Karpathy's Neural Networks: Zero to Hero course repository for learning neural networks from first principles.
Learn Claude Code Agent Harness Guide
learn-claude-code is a 0-to-1 tutorial for building a Claude Code-like agent harness with tools, context, permissions, and progressive sessions.
Made-With-ML Production ML Course
A practical course and code repository for learning how to design, develop, deploy and iterate on production-grade machine learning applications.
Self-LLM Open Model Guide
A Chinese-language guide for fine-tuning and deploying open LLMs and multimodal models on Linux.
Claude Code MCP: Connect External Tools and Data Sources
Connect Claude Code to databases, browsers, APIs, and external tools using the Model Context Protocol. Setup guides for popular servers and troubleshooting.
Impeccable
impeccable is a source-backed AI engineering resource. The design language that makes your AI harness better at design.
Claude Code Hooks: Automate Your Workflow with Lifecycle Events
Run shell commands, HTTP requests, and MCP tools automatically at key points in Claude Code's lifecycle. Build auto-format, lint gates, and audit trails.
Compound Engineering Plugin
compound-engineering-plugin is a source-backed AI engineering resource. Official Compound Engineering plugin for Claude Code, Codex, Cursor, and more
Caveman Claude Code Skill
Caveman is a Claude Code skill that intentionally compresses communication style to reduce token use while keeping instructions understandable for coding work.
superpowers-zh AI Coding Skills
superpowers-zh is a Chinese enhanced edition of the Superpowers AI coding workflow, with localized material and original skills for AI coding tools.
marketingskills Agent Skills Guide
marketingskills is a GitHub resource library of marketing-focused Agent Skills for Claude Code, Codex, Cursor, Windsurf, and AI agents.
Mastering AGENTS.md: Codex Custom Instructions
Complete guide to AGENTS.md for OpenAI Codex — discovery hierarchy, override files, fallback filenames, /init scaffold, size limits, verification, and troubleshooting.
Claude Code Tips Guide
Claude Code Tips is a practical collection of 45 workflow tips, scripts, commands, and patterns for using Claude Code more effectively.
Claude Code Skills and Custom Commands: Extend Claude's Capabilities
Build reusable skills and slash commands for Claude Code. Package workflows, templates, and scripts that load on demand without bloating context.
Matt Pocock Skills for Claude Code
A practical guide to using Matt Pocock's public Claude Code skills repository as a reference library for reusable local AI coding workflows.
Claude Code Game Studios Workflow Guide
Claude Code Game Studios packages agents, workflow skills, hooks, rules, and templates for structured AI-assisted game development in Claude Code.
Gemini API Cookbook Guide
The Gemini API Cookbook is Google Gemini’s hands-on example repository for quickstarts, notebooks, agents, multimodal use cases, and practical API patterns.
qiaomu-anything-to-notebooklm: Claude Skill for NotebookLM
A practical guide to the qiaomu Anything to NotebookLM Claude Skill for converting web, video, PDF, Markdown, and search sources into NotebookLM-ready outputs.
RAG_Techniques Guide
RAG_Techniques is a large tutorial repository for advanced Retrieval-Augmented Generation patterns, notebooks, scripts, and evaluation examples.
Scientific Agent Skills Guide
Scientific Agent Skills is a large open-source library of ready-to-use skills for research, science, engineering, finance, and writing agents.
Anthropic Skills Guide
Anthropic Skills is a public reference repository for Claude and Agent Skills, with examples, templates, and patterns for reusable agent workflows.