When the user is building a tool-calling agent and gets stuck — "為什麼 LLM 不呼叫我的 tool", "我這 schema 哪裡寫壞", "tool 被呼叫但 args 不對", "ReAct loop 跑不停", "the LLM won't call my tool", "help me design a function schema", "debug this tool-use behavior". Walks them through a 4-branch diagnostic + 5-step schema design walkthrough, with references to bad/good schema A/B and SDK-diff cheatsheet. Do NOT use for: pure LangChain / LangGraph / CrewAI framework questions (route to Stage 4 frameworks), MCP server building (route to cookbook 2), production agent observability (route to Stage 7).
Awesome Agentic Ai Zh
Awesome Agentic Ai Zh is an open-source workflow skill for Claude Code, published by WenyuChiou. Its author describes it as: “A trilingual (繁中 / English / 简中) learning roadmap for agentic AI: from LLM basics to multi-agent systems, with 240+ curated resources and hands-on examples. 中文 AI agent 學習地圖。”. The project has 5.0k stars on GitHub and is available under the MIT license. Add it to your setup with `git clone https://github.com/WenyuChiou/awesome-agentic-ai-zh ~/.claude/skills/awesome-agentic-ai-zh`.
Installation
Add Awesome Agentic Ai Zh to your agent with:
git clone https://github.com/WenyuChiou/awesome-agentic-ai-zh ~/.claude/skills/awesome-agentic-ai-zhAlways review a skill's source before installing it. This command comes from the skill's public repository; the linked repo is the source of truth for exact setup steps.
When to use it
Reach for Awesome Agentic Ai Zh when you want workflow help from Claude Code without writing the same instructions every session. Load the skill and the agent picks it up automatically for relevant tasks.
Strengths
- Clear MIT license — safe to read and adapt
- Ships in WenyuChiou/awesome-agentic-ai-zh, an established project with 4,963 GitHub stars
- Declares compatibility with Claude Code
- Actively maintained (recent commits)
Topics
Frequently asked questions
- What does Awesome Agentic Ai Zh do?
- A trilingual (繁中 / English / 简中) learning roadmap for agentic AI: from LLM basics to multi-agent systems, with 240+ curated resources and hands-on examples. 中文 AI agent 學習地圖。
- How do I install Awesome Agentic Ai Zh?
- Run git clone https://github.com/WenyuChiou/awesome-agentic-ai-zh ~/.claude/skills/awesome-agentic-ai-zh in your agent, then reload your skills. Review the source at https://github.com/WenyuChiou/awesome-agentic-ai-zh before installing.
- Is Awesome Agentic Ai Zh free to use?
- Yes. Awesome Agentic Ai Zh is free and open source under the MIT license, so you can read, run, and adapt it within that license's terms.
- Which agents does Awesome Agentic Ai Zh work with?
- Awesome Agentic Ai Zh declares compatibility with Claude Code. Agent Skills use a portable SKILL.md format, so other compatible clients can usually load it too.
- Where does Awesome Agentic Ai Zh come from?
- Awesome Agentic Ai Zh ships inside WenyuChiou/awesome-agentic-ai-zh, a repository that contains 2 catalogued skills in total. The repository's 4,963 GitHub stars apply to that whole collection, not to this skill on its own.
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