# WenyuChiou/awesome-agentic-ai-zh repository brief

> This is an EasyGlobe-authored bilingual repository brief, not a redistributed third-party Skill and not an installable copy of the repository. Review the upstream repository before use.

## English

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

EasyGlobe verified this public, non-fork, non-archived repository at commit `918d75c251bcb9aacb22938fc75c50a021c66a5b`. The sampled tree contains 1 `SKILL.md` file and at least one sampled file has valid `name` and `description` frontmatter. Its primary directory category is Learning. Static sampling did not find the high-risk credential-exfiltration or destructive-root-delete patterns checked by the research pipeline; this is not a full security audit.

## 中文

WenyuChiou/awesome-agentic-ai-zh 是一个面向学习工作流的 GitHub Skill 仓库。EasyGlobe 在提交 `918d75c251bcb9aacb22938fc75c50a021c66a5b` 对公开、非 fork、未归档的默认分支进行了抽样核验：仓库树包含 1 个 `SKILL.md` 文件，且至少一个抽样文件具有有效的 `name` 与 `description` frontmatter。静态抽样未命中本流水线检查的凭据外传或根目录破坏性命令模式；这不等同于完整安全审计，使用前仍应检查上游仓库。

## Repository metadata

| Field | Value |
| --- | --- |
| Repository | [WenyuChiou/awesome-agentic-ai-zh](https://github.com/WenyuChiou/awesome-agentic-ai-zh) |
| Hot rank / score | 41 / 49.677 |
| Stars at verification | 6144 |
| Default branch | `main` |
| Sampled commit | `918d75c251bcb9aacb22938fc75c50a021c66a5b` |
| Last push | 2026-08-19T21:04:04Z |
| Verified | 2026-08-21T03:25:24.715Z |
| License | MIT |
| SKILL.md paths in sampled tree | 1 |

## Representative valid Skill evidence

| Path | Frontmatter name | Frontmatter description | SHA-256 |
| --- | --- | --- | --- |
| `examples/stage-5/tool-calling-tutor/SKILL.md` | tool-calling-tutor | 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). | `957e01200d296d490776a9784fd239b7bf1a0ddeedf0d1e9d6503fc3931aa2e3` |

Source: https://github.com/WenyuChiou/awesome-agentic-ai-zh