Skip to content

resources.en.md

Latest commit

 

History

History
178 lines (124 loc) · 8.21 KB

resources.en.md

File metadata and controls

178 lines (124 loc) · 8.21 KB
Raw

简体中文 | English

Further Learning Resources

This project covers "how to use the 10 tools well." To go deeper, here's a curated external resource list. Quality over completeness — every entry states when it's worth your time.

Snapshot date: 2026-09. Report dead links via Issue.

🧭 Quick Navigation

What you want Go here
Learn prompt engineering systematically Interactive tutorial / DeepLearning.AI / DAIR guide
Best-practice collections per tool Awesome lists
Claude Code deep dive Official repo / Hooks / Cookbook
MCP server ecosystem Official MCP + awesome-mcp-servers
Chinese-language references Datawhale / phodal / AutoDev
Track new tools Blogs / Podcasts / Newsletters

📝 Prompt Engineering

  • anthropics/prompt-eng-interactive-tutorial · ⭐ high · EN

    • Anthropic's official 9-chapter interactive prompt tutorial, runnable Jupyter
    • Fastest systematic onboarding to prompt engineering (2-3 hours)

  • dair-ai/Prompt-Engineering-Guide · ⭐ 75k+ · EN (with Chinese translation)

    • The prompt-engineering encyclopedia: CoT, ReAct, RAG, tool-use patterns
    • Go here to understand terminology and which technique fits which scenario

  • phodal/prompt-patterns · ⭐ 3k+ · ZH

    • Prompt patterns and DSL design guide by prominent Chinese architect Phodal Huang
    • Advanced reference for building complex AI coding workflows and reusable prompts

🛠️ Awesome Lists per Tool

  • PatrickJS/awesome-cursorrules · ⭐ 40k+ · EN

    • Community collection of Cursor rule files, categorized by tech stack
    • Copy a matching stack's rules when starting a new project (note: newer Cursor versions expect them in .cursor/rules/*.mdc)

  • hesreallyhim/awesome-claude-code · ⭐ high · EN

    • Most comprehensive Claude Code community resources: tips, Skills, Hooks, workflows
    • Go here when you want community best practices beyond the basics

  • github/awesome-copilot · ⭐ high · EN

    • GitHub's official Copilot resource collection
    • Look up instructions / custom agent / Skills examples

  • addyosmani/gemini-cli-tips · ⭐ medium · EN

    • Google DevRel Addy Osmani's 30 Gemini CLI tips
    • Gemini CLI users: just copy these (note: not updated since 2025-10; individual users now need to move to Antigravity CLI)

  • detailobsessed/awesome-devin · ⭐ medium · EN

    • Formerly awesome-windsurf; community resources for Devin Desktop (formerly Windsurf) (rules, workflows, MCP)
    • Find community rules and workflows for Devin Desktop

🤖 Claude Code Deep Dive

  • anthropics/claude-code · Official · EN

    • Official repo. Issues and Discussions are the primary source for new features and techniques
    • Track new features (slash commands / hooks / skills)

  • anthropics/courses · ⭐ high · EN (archived)

    • Anthropic's official course collection: Prompt, Tool use, RAG, MCP
    • The repo is archived and no longer updated; the concepts still apply, but follow the cookbooks for current API usage

  • anthropics/claude-cookbooks · ⭐ high · EN

    • Claude API practical examples: multimodal, tool use, RAG, Agent patterns
    • Reference when building custom AI coding tools on top of Claude

  • disler/claude-code-hooks-mastery · ⭐ medium · EN

    • Deep practical work on Claude Code Hooks
    • Copy when building automation (quality gates, notifications, checks)

🔌 MCP Ecosystem

  • modelcontextprotocol/servers · Official · EN

    • Official MCP server collection: filesystem, databases, Git, Slack, and more
    • First stop when adding external capabilities to Claude Code / Cursor

  • punkpeye/awesome-mcp-servers · ⭐ high · EN

    • Community-maintained MCP server list, updated frequently
    • Find third-party MCPs (browser, PostgreSQL, domain-specific APIs)

🏗️ Agent Engineering

  • humanlayer/12-factor-agents · ⭐ high · EN

    • 12 principles for building production-grade LLM Agents, the 2025 engineering benchmark
    • Required reading when going from "toy agent" to "production-ready agent"

  • x1xhlol/system-prompts-and-models-of-ai-tools · ⭐ high · EN

    • Compiled system prompts of Cursor, Windsurf, v0, Devin, and more
    • Learn top AI coding tools by reverse-engineering their prompts

  • openai/openai-cookbook · ⭐ high · EN

    • OpenAI official examples: tool calling, structured output, Agent patterns
    • Cross-LLM reference for Copilot / Codex users

🇨🇳 Chinese Resources

  • datawhalechina/llm-cookbook · ⭐ 25k+ · ZH

    • Datawhale's Chinese LLM development cookbook collection (includes the Chinese edition of the DeepLearning.AI prompt engineering courses; the former prompt-engineering-for-developers repo has been merged in)
    • Chinese reference manual for embedding LLM capabilities into your project

  • liaokongVFX/LangChain-Chinese-Getting-Started-Guide · ⭐ 9k+ · ZH

    • LangChain Chinese getting-started guide: Agent / Chain / Memory
    • Foundation for building your own AI coding tools / Agent assistants

  • phodal/aigc · ⭐ 1.5k+ · ZH

    • Phodal Huang's book "Building LLM Applications"
    • AI coding architect's perspective, engineering and team adoption

  • phodal/auto-dev · ⭐ 4k+ · ZH/EN

    • AI coding platform led by Phodal Huang, evolved from a JetBrains plugin into a Kotlin Multiplatform multi-agent platform
    • Chinese-made AI coding option for the IDEA/PyCharm ecosystem

📡 Blogs / Podcasts / Newsletters

  • Anthropic Engineering Blog · EN

    • Official engineering blog; Claude Code features and best practices debut here
    • Monthly updates, subscribe

  • Simon Willison's Weblog · EN

    • The most prolific independent LLM blogger, near-daily AI tool reviews
    • Track new tools and CLI-level techniques

  • Latent Space · EN

    • swyx's AI engineering podcast + newsletter
    • Interviews with core teams at Cursor / Anthropic / GitHub

  • baoyu.io · ZH

    • Baoyu's translations and curated Chinese versions of top AI coding articles
    • High-quality middleman when you don't want to read English originals

📌 This Project vs External Resources

This project's scope is "practical Chinese AI coding guide" — covering the 10 tools in depth. External resources complement, not duplicate:

External: teaches principles and generic methods
     ↓
  Prompt engineering / Agent design / LLM app architecture / MCP

This project: teaches tool-specific usage
     ↓
  66 Claude Code tips / Cursor configs / Pitfalls and real-world scripts

No wheel reinvention. Good external resources are linked, not rewritten.

Contributing

Spot a good resource? PR to the right section. Quality bar:

  • At least 500 stars, or clearly official/authoritative
  • Continuously updated (one-off blog posts don't qualify)
  • Must state "when worth your time", not just the name
  • Not accepted: paid courses, paid communities, personal contact links

See CONTRIBUTING.en.md.