A structured escape from agentic AI tutorial hell

What it does

This repo is a trilingual (Traditional Chinese, Simplified Chinese, English) study roadmap for developers moving from “LLM user” to “agent system builder.” It structures the field into eight stages across two tracks: Track A trains you to wield CLI agents like Claude Code and Codex efficiently, while Track B teaches you to build agents from scratch using ReAct, LangGraph, AutoGen, CrewAI, and the Model Context Protocol. Each stage includes curated reading, a glossary mapping English jargon to Chinese concepts, and bite-sized practice projects—roughly 70 to 150 lines each.

The interesting bit

The maintainer treats “awesome list” as a syllabus, not a bookmark dump. Time estimates are explicit—Track A takes 8–10 weeks, Track B demands 16–22 weeks—and the content forks by profession: researcher, developer, teacher, knowledge worker, or everyday user. Even the “I just want to use ChatGPT” crowd gets a dedicated branch.

Key highlights

• 240+ curated projects with star ratings, target audience, and execution notes, plus a 65-item MCP/Skill catalog covering the Chinese AI ecosystem (DeepSeek, Zhipu, Kimi)
• 23 starter exercises with dual-path Ollama and Anthropic SDK examples, plus mock-based tests
• Full trilingual maintenance: Traditional Chinese is canonical, but English and Simplified Chinese versions are complete, not thin translations
• Deep coverage of the Claude Code ecosystem: MCP servers, Skills, Plugins, and Subagents
• Five post-curriculum branches for specific roles, from graduate students to non-coding everyday users

Caveats

• The project assumes you already know basic Python, git, and JSON; total beginners must start at Stage 0
• Time estimates assume 5–8 hours per week; the README notes the field moves fast enough that frameworks and models still shift monthly

Verdict

Grab this if you are a Mandarin or English speaker who wants a principled path through agentic AI rather than another undifferentiated link farm. Skip it if you are already shipping production multi-agent systems and just need API docs.