Individual skill
ai-pm-method-ai-engineering
《AI Engineering: Building Applications with Foundation Models》(Chip Huyen, O'Reilly 2025) 方法论。 把 Huyen 的 evaluation-driven development、三层 AI stack、prompt/RAG/finetune 决策树、agent 设计模式 转化为 AI PM 可执行的判断框架。用于 AI 需求评审、方案讨论、发布决策。每条规则标注原书章节。 触发词:「AI Engineering」「Chip Huyen」「evaluation-driven development」「EDD」 「RAG vs fine-tune」「agent 设计」「AI 上线」「AI 评测集」「模型选型」。
已制作Skill/AI产品经理/ai-pm-method-ai-engineering/SKILL.md
Source commit 2627168da6ea687a26a7e79b69c36ec0dd6cc424
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- No
- Repository scan complete
- Yes
- Skill scan complete
- Yes
- Observed behavior
- Not checked yet
- Last checked
- Nov 7, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
Install this skill
Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.
An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.
Repository context
- Repository stars (not skill ratings)
- 166
- Repository last updated
- Jul 5, 2026
- License
- Not available
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- engineering Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
SKILL.mdcore · 8,408 bytesreferences/framework.mddoc · 14,372 bytes
No licensed excerpt is available. You can inspect the pinned source.