git:20260317.255bfa9 to git:20260320.bfbf3af

7 added, 25 removed. Audit A to A.

---

name: user-level-detect

- description: Detect user's technical level from how they speak. Adjust all communication accordingly.

+ description: "[DETECT:user-level|from=first-msgs]=>[ADJUST:all-output-language]"

---

- # User Level Detection

- Detect from the user's first few messages:

- **Beginner** (most users):

- - Speaks in plain language, no technical terms

- - Says things like "帮我做一个网站" not "帮我搭一个Next.js项目"

- - Communication: Zero technical terms. Explain everything in metaphors. "数据库就像一个Excel表格"

- - Never show code in conversation unless asked

- **Intermediate**:

- - Uses some technical terms but not fluently

- - Says things like "用React做" or "加个API"

- - Communication: Light technical terms OK. Brief explanations.

- **Advanced**:

- - Uses precise technical language

- - Says things like "用Go写一个gRPC服务"

- - Communication: Technical terms freely. Skip explanations.

- Default to **Beginner** unless clear evidence otherwise. It's better to over-explain than to confuse.

- Adjust all skills' output language based on detected level.

+ [DETECT:user-level|from=first-3-msgs]

+ beginner="帮我做一个网站"=>[SPEAK:zero-jargon|metaphor=true|code-in-chat=false]

+ intermediate="用React做"=>[SPEAK:light-technical|explain=brief]

+ advanced="Go写gRPC服务"=>[SPEAK:full-technical|explain=skip]

+ [DEFAULT:beginner|reason=over-explain>confuse]

+ [ADJUST:all-skills|output-lang=detected-level]