Resources
Deep-dive guides, tutorials, and practical documentation for the AI tools you use every day.
140 resources across 66 tools
24 results
Time to First Token: LLM Inference Serving Roadmap
A practical guide to Time to First Token, a 10-week curriculum for building, measuring, tuning, and benchmarking an LLM inference service.
open-kimi-ppt-skill
非官方 Kimi Slides Skill：让 AI Agent 生成可编辑 PPTD + PPTX，并附带本地浏览器编辑器 Unofficial Kimi Slides skill for AI agents — generate editable PPTD + PPTX with a local browser editor OpenTools classifies it as a developer resource because it is an unofficial Kimi Slides skill package for AI agents.
micro-vLLM: Educational vLLM Implementation Guide
A practical guide to micro-vLLM, a small educational implementation for learning LLM inference, scheduling, KV-cache management, and GPU execution.
AISystem
AISystem 主要是指AI系统，包括AI芯片、AI编译器、AI推理和训练框架等AI全栈底层技术 OpenTools classifies it as an AI systems learning resource for builders working below the API layer.
loop-engineering
Practical patterns, starters & CLI tools for loop engineering with AI coding agents. Design systems that prompt and orchestrate agents (inspired by Addy Osmani and Boris Cherny). Includes loop-audit, loop-init, loop-cost. OpenTools classifies it as a developer resource because it teaches loop engineering patterns for AI coding agents.
Nie Grassroots Logic Agent Skill
Nie Grassroots Logic is a Chinese-language Agent Skill methodology toolkit that adapts frameworks from Nie Huihua’s grassroots governance work for AI-assisted analysis and decision support.
super-simple-software-factory
Repeatable agents-plus-code workflows, packaged as one skill, stamped into any repo. Deterministic Python owns the graph; coding agents are bounded nodes inside it. OpenTools classifies it as a practical AI-builder resource with source-backed setup and learning notes.
LLM Engineering Course Repository
A practical GitHub course companion for mastering LLM engineering with notebooks, labs, projects, and source-backed examples for builders.
BMAD-METHOD Guide for AI-Driven Development
A practical guide to BMAD-METHOD, the Breakthrough Method for Agile AI-driven development workflows.
Claude Ads Skill Pack for Claude Code
Claude Ads is a Claude-first paid-media operations skill pack for source-grounded audits, plans, reporting and guarded account-change workflows across major ad platforms.
Agentic Awesome Skills Guide
A builder-focused guide to the agentic-awesome-skills catalog, including what it is, when to use it, evaluation checks, and adoption risks.
Awesome DeepSeek Harness Resource Guide
A builder-focused guide to the Awesome DeepSeek Harness repository and its curated DSH ecosystem links.
ARIS Auto Research in Sleep Guide
A practical guide to ARIS, the Auto-Research-In-Sleep workflow kit for autonomous ML research agents and Markdown-only skills.
Product-Manager-Skills
Product Management skills framework built on battle-tested methods for Claude Code, Cowork, Codex, and AI agents. OpenTools classifies it as a resource because it is a reusable skills framework rather than a standalone software product.
LLMs-from-scratch: Build an LLM in PyTorch
A practical guide to the LLMs-from-scratch repository, the official PyTorch code companion for learning GPT-style models step by step.
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.
Claude Code Skills by Matt Pocock
A practical guide to mattpocock/skills, a high-signal collection of composable skills for Claude Code, Codex, and coding agents.
agency-agents AI Agency Templates
A GitHub collection of specialized AI agency agent profiles, workflows, and deliverable patterns for builders designing multi-agent service teams.
Anthropic Skills Guide
Anthropic Skills is a public reference repository for Claude and Agent Skills, with examples, templates, and patterns for reusable agent workflows.
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.
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.
Codex CLI: The Complete Guide
Master Codex CLI: interactive vs exec mode, key flags (--full-auto, --sandbox, --model), config.toml setup, slash commands, and remote WebSocket sessions.