21 Lessons, Get Started Building with Generative AI
Repository Index
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🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents.
Community-contributed instructions, agents, skills, and configurations to help you make the most of GitHub Copilot.
- ai
- github-copilot
- prompt-engineering
- hacktoberfest
Anthropic's Interactive Prompt Engineering Tutorial
What are the principles we can use to build LLM-powered software that is actually good enough to put in the hands of production customers?
🚀 A curated collection of AI engineering resources, roadmaps, tools, and projects covering LLMs, RAG, AI Agents, MCP, fine-tuning, evaluations, and production AI systems.
- agentic-ai
- ai-agents
- ai-engineering
- ai-projects
TranslatedProgrammer Yupi's (程序员鱼皮) complete AI resource collection + zero-basics Vibe Coding tutorial. Shares step-by-step OpenClaw tutorials, ways to use large models (DeepSeek / GPT / Gemini / Claude / GLM), the latest AI news, a complete collection of Prompts, an AI knowledge encyclopedia (Agent Skills / RAG / MCP / A2A), AI programming tutorials (Harness Engineering), guides to using AI tools (Cursor / Claude Code / TRAE / Codex / Copilot), AI development framework tutorials (Spring AI / LangChain), and a guide to monetizing AI products, helping you quickly master AI technology and stay at the forefront of the times. This project is the open-source documentation aiguide, which has been upgraded to the Yupi AI Navigation website (鱼皮 AI 导航网站)
A collection of ZSH frameworks, plugins, themes and tutorials.
- collection
- awesome-list
- zsh-theme
- zsh-completions
A growing collection of viral videos made with Claude Opus 5.5 and the prompts behind them. Watch each original next to a live remake on Skillry. Updated regularly.
- ai-video
- awesome
- awesome-list
- claude
A reference containing Styles and Keywords that you can use with MidJourney AI. There are also pages showing resolution comparison, image weights, and much more!
- ai
- artificial-intelligence
- guide
- midjourney
TranslatedChatGPT Chinese guide🔥, ChatGPT Chinese tuning guide, prompt guide, application development guide, curated resource list, to use ChatGPT better and make your productivity go up up up! 🚀
A curation of prompts, plugins & other Fish treasures 🐚💎
15 motion design styles, each made by Claude Opus 5.5 writing code from one prompt: watch the films, copy the prompts, read the full source.
🎬 Evidence-led Seedance 2.5 / 2.0 prompt library: 840+ cases traced to original posts, 490+ cross-model retest runs, 27 copy-ready templates, 79 installable AI-video Skills. Synced daily from goodcase.ai. EN / 中文 / 日本語.
- ai-video
- awesome
- bytedance
- prompt-engineering
TranslatedCurated agent skills for AI short drama, micro drama / microdrama, vertical drama and manju (AI comic drama): screenwriting, adaptation, storyboards, Seedance / Kling / MiniMax video prompts. Usable with agents such as Qwen (千问), Doubao (豆包), Lobster (龙虾) OpenClaw, WorkBuddy, Claude Code and Codex.
- agent-skills
- ai-short-drama
- awesome
- awesome-list
TranslatedFull-stack learning roadmap and Chinese tutorials for large language models (LLM)🔥: covers Prompt Engineering, RAG, AI Agent, MCP, fine-tuning, model deployment, Transformer, AI programming, and interviews at major tech companies, from beginner level to production practice.
- agent
- large-language-models
- llm
- llm-learning
Source-linked Claude 5.5 video workflows: Opus and Sonnet demos, separately labeled next-Fable testing reports, prompts, tools and production evidence.
- ai-video
- awesome
- awesome-list
- claude
6,000+ Claude Code mods, with what each one can access before you install it. Context and usage meters, prompt cache warmers, status lines, guards and more, with install hints.
Every practical and proposed defense against prompt injection.
- ai
- cybersecurity
- prompt-injection
- security
Learn about a type of vulnerability that specifically targets machine learning models
TranslatedA list of Chinese Grok Bot playbooks and copy-ready recipes: war room, radar Routine, quota check-up… Maintained by Grok Bot + Claude collaboration | Chinese-first Grok Bot playbooks
- ai-agents
- awesome
- awesome-list
- chinese
Harness self-evolution: update targets, theory, evaluation, and reported evidence. Bilingual reading list and project website.
- agent-evaluation
- agent-harness
- agent-memory
- agent-skills
An easy to use menu structure for cli applications that prompts users to make choices.
- awesome-go
- cli
- menu
- golang-package
Safety in Embodied AI: A Survey of Risks, Attacks, and Defenses | 500+ Papers | Perception, Cognition, Planning, Interaction, Agentic System
- adversarial-attacks
- ai-safety
- autonomous-driving
- backdoor-attacks