← All skills

xuefeng-method

100 / 100 · Low risk

Fine to try.

By staruhub/ClaudeSkills (GitHub) · coding · 736 stars · scanned at commit 66e02d2

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。

Works with any agent that supports SKILL.md skills.

What this skill can do

We found nothing in the files we read that matches our rules. That does not prove the skill is safe: see the limits of static scanning.

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'xuefeng-method' ] || [ -L ~/.agents/skills/'xuefeng-method' ]; then echo 'A skill folder named xuefeng-method already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/staruhub/ClaudeSkills' "$d" && git -C "$d" checkout --quiet '66e02d23642f0c63ccb07b46a88104eade402d44' -- 'skills/Geek-skills-xuefeng-method' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/Geek-skills-xuefeng-method' ~/.agents/skills/'xuefeng-method' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'xuefeng-method' ~/.claude/skills/'xuefeng-method' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

Badge for your README

The badge for staruhub/ClaudeSkills shows the score of its lowest-scoring skill.

[![SkillTrust](https://zalavijaysinh.github.io/skilltrust/badges/staruhub/ClaudeSkills.svg)](https://zalavijaysinh.github.io/skilltrust/repos/staruhub/ClaudeSkills/)

Score history