Repository
fancyboi999/ai-engineering-from-scratch-zh agent skills
- skills
- 14
- GitHub stars
- 1.2k
GitHub description: “Agent工程师最全学习路径 · 从零精通 AI 工程 · 20 阶段 503 课 · 中文全量翻译 + 配套站点 + 动画讲解视频 · 如何成为 AI Agent 工程师的修成指南”
- Stars
- 1,204 (183 forks)
- Licence
- MIT
- Last push
- Oct 2026
- Created
- May 2026
- Homepage
- aieng-zh.cn
- agents
- ai
- ai-agents
- ai-engineering
- chinese
- chinese-translation
- computer-vision
- course
- deep-learning
- from-scratch
- generative-ai
- learn-ai
- llm
- machine-learning
- mcp
- nlp
Install all skills
npx skills add fancyboi999/ai-engineering-from-scratch-zhAdd --skill <name> for a single skill and -a <agent> to choose the agent (see the agent guides).
Skills in fancyboi999/ai-engineering-from-scratch-zh, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | 在发布前评估 Agent Skill bundle 的结构完整性、触发质量、产物改进、脚本正确性、安全性、已安装目录树完整性和目标宿主可移植性。 | fancyboi999/ | 1.2k | — | ~472 | Automated safety check: Pass | MIT | 2 days ago |
| 2 | 交互式测验，将你的 AI/ML 知识映射到 523 节课、20 个阶段的 AI Engineering from Scratch 课程起点。 | fancyboi999/ | 1.2k | — | ~1k | Automated safety check: Pass | MIT | 2 days ago |
| 3 | AI Engineering from Scratch 的阶段测验。用于“给我测验一下”、“测试阶段”、“检查我的理解”、“我掌握第 3 阶段了吗”，也支持 "quiz me", "test phase", "check my understanding", "do I know phase 3" 或 /check-understanding <phase。 | fancyboi999/ | 1.2k | — | ~1.1k | Automated safety check: Pass | MIT | 2 days ago |
| 4 | AI Engineering from Scratch 中四条独立 Claude 认证路线的 AI 原生导师与入门流程。适用于学习者 希望选择 Claude 认证、备考 CCAO-F、CCDV-F、CCAR-F 或 CCAR-P、继续认证路径、以交互方式学习 下一课、运行并验证实践实验、构建并评分产物、参加诊断或模拟测评，或通过 GitHub 上的 Claude Code、… | fancyboi999/ | 1.2k | — | ~1.3k | Automated safety check: Pass | MIT | 2 days ago |
| 5 | AI Engineering from Scratch 课程的主题路由器。给它一个主题、问题或正在处理的 bug， 它会指出精确教授它的课程，以及下一条正确命令。触发短语： “在哪里学习”、“哪节课涵盖”、“课程导航”、“我卡在”、“接下来该做什么”、 “教我 MCP”、“教我 Agent Skills”、“在哪里准备 Claude certification”，或 "where do I… | fancyboi999/ | 1.2k | — | ~948 | Automated safety check: Pass | MIT | 2 days ago |
| 6 | 6.Learn AI Engineering from Scratch 课程的交互式课程 tutor。读取 LEARNING.md，获取下一课， 在终端按章节教学，结尾测验并记录进度。可在克隆仓库中或完全通过 raw.githubusercontent.com 工作—— 无需设置。触发短语：“下一课”、“教我”、“继续课程”、“我们来学习”、“继续学习”，或 "next lesson", "teach… | fancyboi999/ | 1.2k | — | ~1.1k | Automated safety check: Pass | MIT | 2 days ago |
| 7 | AI Engineering from Scratch 中 Agent Skills Engineering 路线的专注交互 tutor。 | fancyboi999/ | 1.2k | — | ~1.1k | Automated safety check: Pass | MIT | 2 days ago |
| 8 | AI Engineering from Scratch 中 Model Context Protocol (MCP) 路线的专注交互 tutor。 | fancyboi999/ | 1.2k | — | ~1.5k | Automated safety check: Pass | MIT | 2 days ago |
| 9 | AI Engineering from Scratch 中文版中的 MCPA（Model Context Protocol Associate）AI 原生导师与入门流程。学习者需要备考 MCPA、继续认证路线、 交互式学习下一课、运行并验证实践实验、参加诊断或全真模拟、根据薄弱领域 补弱时使用。适用于 Claude Code、Codex、ChatGPT、Cursor 或其他 agent。 | fancyboi999/ | 1.2k | — | ~1.4k | Automated safety check: Pass | MIT | 2 days ago |
| 10 | AI Engineering from Scratch 课程的一次性入门流程（523 节课、20 个阶段）。访谈学习者、 运行分级测验，并写入由 learn skill 驱动的持久学习计划 LEARNING.md。触发短语： “开始学习”、“设置课程”、“开始课程”、“带我入门”、“创建学习计划”，或 "start learning", "set up the course", "begin… | fancyboi999/ | 1.2k | — | ~1.1k | Automated safety check: Pass | MIT | 2 days ago |
| 11 | 为 Agent Skill 目录设计并测试显式人工、隐式模型或 agent、程序化应用、有界 skill 组合和 harness 激活策略。 | fancyboi999/ | 1.2k | — | ~215 | Automated safety check: Pass | MIT | 2 days ago |
| 12 | 在明确的发现 scope 中构建受限的 Agent Skill 目录，并在加载指令正文前报告冲突. An agent skill from fancyboi999/ai-engineering-from-scratch-zh. | fancyboi999/ | 1.2k | — | ~133 | Automated safety check: Pass | MIT | 2 days ago |
| 13 | 在不执行的前提下，依据显式沙箱策略审查 skill 请求的文件系统、命令、网络、secret 或破坏性操作. An agent skill from fancyboi999/ai-engineering-from-scratch-zh. | fancyboi999/ | 1.2k | — | ~138 | Automated safety check: Pass | MIT | 2 days ago |
| 14 | 当（when）变更新增或修改 migrations/ 下的路径时，审查 database migration 文件。合并前使用此 migration Skill 收集正向、回滚、锁定和数据安全证据。 | fancyboi999/ | 1.2k | — | ~198 | Automated safety check: Pass | MIT | 2 days ago |
Questions, answered from the data.
What is the best skill in fancyboi999/ai-engineering-from-scratch-zh?
Skill Release Gate from fancyboi999/ai-engineering-from-scratch-zh ranks first of the 14 skills in fancyboi999/ai-engineering-from-scratch-zh listed here, with the highest score: its repository has 1.2k GitHub stars, its SKILL.md loads about 472 tokens and it passes the automated safety check with no findings. Next come Find Your Level and Check Understanding.
Are the skills in fancyboi999/ai-engineering-from-scratch-zh official?
None yet. All 14 skills in fancyboi999/ai-engineering-from-scratch-zh listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How do I install all skills from fancyboi999/ai-engineering-from-scratch-zh?
Run npx skills add fancyboi999/ai-engineering-from-scratch-zh in your project: the open-source skills CLI installs the repository's skills into your coding agent's skills folder. To install a single skill, open its page here for the exact command.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.