Geek-skills-xuefeng-method
bystaruhub· 20 skills
雪峰式AI-Native产品开发方法论。适用于：(1) 用户行为开放、不可穷举的AI-native产品（AI日历、AI助手、AI推荐、对话式产品等），(2) 强模型依赖型场景，AI驱动核心决策而非仅辅助，(3) 多专精Agent架构设计与分工，(4) 上线后快速校准、行为审计与漂移检测，(5) 模型选择和智能路由策略，(6) 概率性输出的质量评估。触发场景包括"AI-native产品怎么做"、"用户行为不可预测怎么办"、"多agent怎么分工"、"模型漂移怎么处理"、"校准到95%太难了"、"唯快不破"、"怎么选模型"、"agent并行分工"、"AI产品上线后怎么迭代"。注意：如果产品是场景明确、边界可定义的+AI类型，请改用 keqian-method skill。即使用户没有明确说"AI-native"，但在讨论AI驱动决策、用户行为不可预测、概率性输出等话题时也应触发。
How to install Geek-skills-xuefeng-method?
staruhub/claudeskills/geek-skills-xuefeng-method
$npx -y skills add staruhub/claudeskills --skill Geek-skills-xuefeng-methodInstalls into the current project.
›Prefer a prompt? Paste this to your agent
Run `npx skills use "https://github.com/staruhub/claudeskills" --skill "staruhub/claudeskills/geek-skills-xuefeng-method"` and follow the generated skill instructions now. Read its complete output, redirecting it to a temporary file first if necessary. Resolve relative paths from the supporting-files directory it provides.
Use the skills in "https://github.com/staruhub/claudeskills" that are relevant to the current task. Run `npx skills add "https://github.com/staruhub/claudeskills"` and select the relevant skills, then follow their instructions.
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