|
| 1 | +[简体中文](./resources.md) | **English** |
| 2 | + |
| 3 | +# Further Learning Resources |
| 4 | + |
| 5 | +> This project covers "how to use the 9 tools well." To go deeper, here's a curated external resource list. **Quality over completeness** — every entry states **when it's worth your time**. |
| 6 | +> |
| 7 | +> Snapshot date: **2026-04**. Report dead links via Issue. |
| 8 | +
|
| 9 | +--- |
| 10 | + |
| 11 | +## 🧭 Quick Navigation |
| 12 | + |
| 13 | +| What you want | Go here | |
| 14 | +|--------------|---------| |
| 15 | +| Learn prompt engineering systematically | [Interactive tutorial / DeepLearning.AI / DAIR guide](#-prompt-engineering) | |
| 16 | +| Best-practice collections per tool | [Awesome lists](#%EF%B8%8F-awesome-lists-per-tool) | |
| 17 | +| Claude Code deep dive | [Official repo / Hooks / Cookbook](#-claude-code-deep-dive) | |
| 18 | +| MCP server ecosystem | [Official MCP + awesome-mcp-servers](#-mcp-ecosystem) | |
| 19 | +| Chinese-language references | [Datawhale / phodal / AutoDev](#-chinese-resources) | |
| 20 | +| Track new tools | [Blogs / Podcasts / Newsletters](#-blogs--podcasts--newsletters) | |
| 21 | + |
| 22 | +--- |
| 23 | + |
| 24 | +## 📝 Prompt Engineering |
| 25 | + |
| 26 | +- [anthropics/prompt-eng-interactive-tutorial](https://github.com/anthropics/prompt-eng-interactive-tutorial) · ⭐ high · EN |
| 27 | + - Anthropic's official **9-chapter interactive prompt tutorial**, runnable Jupyter |
| 28 | + - Fastest systematic onboarding to prompt engineering (2-3 hours) |
| 29 | + |
| 30 | +- [dair-ai/Prompt-Engineering-Guide](https://github.com/dair-ai/Prompt-Engineering-Guide) · ⭐ 60k+ · EN (with Chinese translation) |
| 31 | + - The prompt-engineering encyclopedia: CoT, ReAct, RAG, tool-use patterns |
| 32 | + - Go here to understand terminology and which technique fits which scenario |
| 33 | + |
| 34 | +- [datawhalechina/prompt-engineering-for-developers](https://github.com/datawhalechina/prompt-engineering-for-developers) · ⭐ 13k+ · ZH |
| 35 | + - Datawhale's Chinese translation of **DeepLearning.AI prompt engineering courses** with notes |
| 36 | + - Best combo for Chinese learners: video + code |
| 37 | + |
| 38 | +- [phodal/prompt-patterns](https://github.com/phodal/prompt-patterns) · ⭐ 1k+ · ZH |
| 39 | + - Prompt patterns and DSL design guide by prominent Chinese architect Phodal Huang |
| 40 | + - Advanced reference for building complex AI coding workflows and reusable prompts |
| 41 | + |
| 42 | +--- |
| 43 | + |
| 44 | +## 🛠️ Awesome Lists per Tool |
| 45 | + |
| 46 | +- [PatrickJS/awesome-cursorrules](https://github.com/PatrickJS/awesome-cursorrules) · ⭐ 30k+ · EN |
| 47 | + - Community collection of `.cursorrules` files, categorized by tech stack |
| 48 | + - Copy a matching stack's rules when starting a new project |
| 49 | + |
| 50 | +- [hesreallyhim/awesome-claude-code](https://github.com/hesreallyhim/awesome-claude-code) · ⭐ high · EN |
| 51 | + - Most comprehensive Claude Code community resources: tips, Skills, Hooks, workflows |
| 52 | + - Go here when you want community best practices beyond the basics |
| 53 | + |
| 54 | +- [github/awesome-copilot](https://github.com/github/awesome-copilot) · ⭐ high · EN |
| 55 | + - GitHub's official Copilot resource collection |
| 56 | + - Look up instruction / Chat mode / Agent examples |
| 57 | + |
| 58 | +- [addyosmani/gemini-cli-tips](https://github.com/addyosmani/gemini-cli-tips) · ⭐ medium · EN |
| 59 | + - Google DevRel Addy Osmani's **30 Gemini CLI tips** |
| 60 | + - Gemini CLI users: just copy these |
| 61 | + |
| 62 | +- [detailobsessed/awesome-windsurf](https://github.com/detailobsessed/awesome-windsurf) · ⭐ medium · EN |
| 63 | + - Windsurf community resources (rules, workflows, MCP) |
| 64 | + - Find community patterns for Cascade |
| 65 | + |
| 66 | +--- |
| 67 | + |
| 68 | +## 🤖 Claude Code Deep Dive |
| 69 | + |
| 70 | +- [anthropics/claude-code](https://github.com/anthropics/claude-code) · Official · EN |
| 71 | + - **Official repo**. Issues and Discussions are the primary source for new features and techniques |
| 72 | + - Track new features (slash commands / hooks / skills) |
| 73 | + |
| 74 | +- [anthropics/courses](https://github.com/anthropics/courses) · ⭐ high · EN |
| 75 | + - Anthropic's official course collection: Prompt, Tool use, RAG, MCP |
| 76 | + - The full Anthropic syllabus in one place |
| 77 | + |
| 78 | +- [anthropics/anthropic-cookbook](https://github.com/anthropics/anthropic-cookbook) · ⭐ high · EN |
| 79 | + - Claude API practical examples: multimodal, tool use, RAG, Agent patterns |
| 80 | + - Reference when building custom AI coding tools on top of Claude |
| 81 | + |
| 82 | +- [disler/claude-code-hooks-mastery](https://github.com/disler/claude-code-hooks-mastery) · ⭐ medium · EN |
| 83 | + - Deep practical work on Claude Code Hooks |
| 84 | + - Copy when building automation (quality gates, notifications, checks) |
| 85 | + |
| 86 | +--- |
| 87 | + |
| 88 | +## 🔌 MCP Ecosystem |
| 89 | + |
| 90 | +- [modelcontextprotocol/servers](https://github.com/modelcontextprotocol/servers) · Official · EN |
| 91 | + - **Official MCP server collection**: filesystem, databases, Git, Slack, and more |
| 92 | + - First stop when adding external capabilities to Claude Code / Cursor |
| 93 | + |
| 94 | +- [punkpeye/awesome-mcp-servers](https://github.com/punkpeye/awesome-mcp-servers) · ⭐ high · EN |
| 95 | + - Community-maintained MCP server list, updated frequently |
| 96 | + - Find third-party MCPs (browser, PostgreSQL, domain-specific APIs) |
| 97 | + |
| 98 | +--- |
| 99 | + |
| 100 | +## 🏗️ Agent Engineering |
| 101 | + |
| 102 | +- [humanlayer/12-factor-agents](https://github.com/humanlayer/12-factor-agents) · ⭐ high · EN |
| 103 | + - **12 principles for building production-grade LLM Agents**, the 2025 engineering benchmark |
| 104 | + - Required reading when going from "toy agent" to "production-ready agent" |
| 105 | + |
| 106 | +- [x1xhlol/system-prompts-and-models-of-ai-tools](https://github.com/x1xhlol/system-prompts-and-models-of-ai-tools) · ⭐ high · EN |
| 107 | + - Compiled **system prompts** of Cursor, Windsurf, v0, Devin, and more |
| 108 | + - Learn top AI coding tools by reverse-engineering their prompts |
| 109 | + |
| 110 | +- [openai/openai-cookbook](https://github.com/openai/openai-cookbook) · ⭐ high · EN |
| 111 | + - OpenAI official examples: tool calling, structured output, Agent patterns |
| 112 | + - Cross-LLM reference for Copilot / Codex users |
| 113 | + |
| 114 | +--- |
| 115 | + |
| 116 | +## 🇨🇳 Chinese Resources |
| 117 | + |
| 118 | +- [datawhalechina/llm-cookbook](https://github.com/datawhalechina/llm-cookbook) · ⭐ 22k+ · ZH |
| 119 | + - Datawhale's Chinese LLM development cookbook collection |
| 120 | + - Chinese reference manual for embedding LLM capabilities into your project |
| 121 | + |
| 122 | +- [liaokongVFX/LangChain-Chinese-Getting-Started-Guide](https://github.com/liaokongVFX/LangChain-Chinese-Getting-Started-Guide) · ⭐ 8k+ · ZH |
| 123 | + - LangChain Chinese getting-started guide: Agent / Chain / Memory |
| 124 | + - Foundation for building your own AI coding tools / Agent assistants |
| 125 | + |
| 126 | +- [phodal/aigc](https://github.com/phodal/aigc) · ⭐ 1k+ · ZH |
| 127 | + - Phodal Huang's book "Building LLM Applications" |
| 128 | + - AI coding architect's perspective, engineering and team adoption |
| 129 | + |
| 130 | +- [unit-mesh/auto-dev](https://github.com/unit-mesh/auto-dev) · ⭐ 3k+ · ZH/EN |
| 131 | + - **Domestic Chinese JetBrains AI coding plugin** with custom Agent + Chinese DevIns scripts |
| 132 | + - AI coding option for IDEA/PyCharm ecosystem |
| 133 | + |
| 134 | +--- |
| 135 | + |
| 136 | +## 📡 Blogs / Podcasts / Newsletters |
| 137 | + |
| 138 | +- [Anthropic Engineering Blog](https://www.anthropic.com/engineering) · EN |
| 139 | + - Official engineering blog; Claude Code features and best practices debut here |
| 140 | + - Monthly updates, **subscribe** |
| 141 | + |
| 142 | +- [Simon Willison's Weblog](https://simonwillison.net/) · EN |
| 143 | + - The most prolific independent LLM blogger, near-daily AI tool reviews |
| 144 | + - Track new tools and CLI-level techniques |
| 145 | + |
| 146 | +- [Latent Space](https://www.latent.space/) · EN |
| 147 | + - swyx's AI engineering podcast + newsletter |
| 148 | + - Interviews with core teams at Cursor / Anthropic / GitHub |
| 149 | + |
| 150 | +- [baoyu.io](https://baoyu.io/) · ZH |
| 151 | + - Baoyu's translations and curated Chinese versions of top AI coding articles |
| 152 | + - High-quality middleman when you don't want to read English originals |
| 153 | + |
| 154 | +--- |
| 155 | + |
| 156 | +## 📌 This Project vs External Resources |
| 157 | + |
| 158 | +This project's scope is **"practical Chinese AI coding guide"** — covering the 9 tools in depth. External resources complement, not duplicate: |
| 159 | + |
| 160 | +``` |
| 161 | +External: teaches principles and generic methods |
| 162 | + ↓ |
| 163 | + Prompt engineering / Agent design / LLM app architecture / MCP |
| 164 | +
|
| 165 | +This project: teaches tool-specific usage |
| 166 | + ↓ |
| 167 | + 66 Claude Code tips / Cursor configs / Pitfalls and real-world scripts |
| 168 | +``` |
| 169 | + |
| 170 | +No wheel reinvention. Good external resources are linked, not rewritten. |
| 171 | + |
| 172 | +--- |
| 173 | + |
| 174 | +## Contributing |
| 175 | + |
| 176 | +Spot a good resource? PR to the right section. **Quality bar**: |
| 177 | +- At least 500 stars, or clearly official/authoritative |
| 178 | +- Continuously updated (one-off blog posts don't qualify) |
| 179 | +- Must state **"when worth your time"**, not just the name |
| 180 | +- Not accepted: paid courses, paid communities, personal contact links |
| 181 | + |
| 182 | +See [CONTRIBUTING.en.md](./CONTRIBUTING.en.md). |
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