heilcheng/awesome-agent-skills

• highreadme#1

  Reposition the README's opening to clarify it's a curated directory, not a framework or store.

  原因：

  当前

  Never heard of "agent skills" before? You're in the right place. This is a community-curated list of simple text files that teach AI assistants (like Claude, Copilot, or Codex) how to do new things on demand, without retraining. Unlike bulk-generated skill repositories, this collection focuses on real-world Agent Skills created and used by actual engineering teams. Compatible with Claude Code, Codex, Antigravity, Gemini CLI, Cursor, GitHub Copilot, Windsurf, and more.

  复制粘贴的修复

  复制

  Never heard of "agent skills" before? You're in the right place. This is the definitive, community-curated **directory of real-world agent skills** – simple text files that teach AI assistants (like Claude, Copilot, or Codex) how to do new things on demand, without retraining. Unlike generic AI frameworks or skill stores, this collection focuses on practical, engineering-team-validated Agent Skills, not just bulk-generated prompts.

  待办完成忽略
• hightopics#2

  Add more specific topics to emphasize the repo's role as a curated directory of AI agent skills/prompts.

  原因：

  当前

  agent-skills, ai-agents, ai-development, anthropic, automation, awesome, awesome-list, claude, codex, github-copilot, llm, mcp, openai, productivity, skill-md, vscode

  复制粘贴的修复

  复制

  agent-skills, ai-agents, ai-development, anthropic, automation, awesome, awesome-list, claude, codex, github-copilot, llm, mcp, openai, productivity, skill-md, vscode, ai-prompts, prompt-engineering, agent-skills-directory, curated-list, ai-agent-prompts

  待办完成忽略
• mediumreadme#3

  Add a concise "Why This List?" or "Differentiators" section to the README.

  原因：

  复制粘贴的修复

  复制

  ## Why This List?
  Many resources offer AI prompts or frameworks, but `awesome-agent-skills` stands out as a **curated, community-driven directory** focused exclusively on **real-world, battle-tested agent skills**. We prioritize quality over quantity, ensuring each skill is practical and directly applicable for enhancing AI assistants without complex setups or retraining. This is not a framework to build agents, but a library of *what* agents can do.

  待办完成忽略

本次扫描解析到的品类 GEO 通道：google/gemini-2.5-flash, deepseek/deepseek-v4-flash

• 品类问题

  How can I teach my AI assistant new specific tasks without retraining?

  你：未被推荐
  AI 推荐顺序：

  1. LangChain
  2. LlamaIndex
  3. OpenAI Function Calling
  4. GPT-3.5 Turbo
  5. GPT-4
  6. Pinecone
  7. Weaviate
  8. ChromaDB
  9. LoRA
  10. QLoRA

  AI 推荐了 10 个替代方案，却始终没点名 heilcheng/awesome-agent-skills。这就是要补上的差距。

  查看 AI 完整回答
• 品类问题

  Looking for a directory of pre-built skills to extend my AI agent's functionality.

  你：未被推荐
  AI 推荐顺序：

  1. OpenAI GPTs Store
  2. Zapier NLA
  3. LangChain Hub
  4. Hugging Face Hub
  5. Voiceflow Marketplace
  6. Microsoft Bot Framework Composer

  AI 推荐了 6 个替代方案，却始终没点名 heilcheng/awesome-agent-skills。这就是要补上的差距。

  查看 AI 完整回答

• Metadata completeness

  pass

• README presence

  pass

• Compared to common alternatives in this category, what is the core differentiator of heilcheng/awesome-agent-skills?

  pass
  ⚠AI 未点名 heilcheng/awesome-agent-skills —— 很可能在说另一个项目

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• If a team adopts heilcheng/awesome-agent-skills in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI 明确点名了 heilcheng/awesome-agent-skills

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• In one sentence, what problem does the repo heilcheng/awesome-agent-skills solve, and who is the primary audience?

  pass
  ⚠AI 未点名 heilcheng/awesome-agent-skills —— 很可能在说另一个项目

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？