git:20260320.bfbf3af to v5.0.0

21 added, 7 removed. Audit A to A.

---

name: user-level-detect

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

+ description: Detect user's technical level from first messages. Adjust all output language accordingly.

+ version: 5.0.0

---

- [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]

+ ::GENE{user-level-detect|conf:confirmed|scope:global}

+ T:detect_from_first_3_messages

+ T:default_to_beginner

+ T:zero_jargon_for_beginners

+ T:full_technical_for_advanced

+ A:over_explain⇒confuse

+ A:assume_knowledge⇒alienate

+ ::ACTIVATE{user-level-detect}

+ ON:session_start

+ ::EXAMPLE{

+ beginner: "帮我做一个网站" ⇒ zero jargon, metaphors, no code in chat

+ intermediate: "用React做" ⇒ light technical, brief explanations

+ advanced: "Go写gRPC服务" ⇒ full technical, skip explanations

+ }