Geek-skills-xuefeng-method

Q: What is a Claude Code skill and how does the Geek-skills-xuefeng-method skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Geek-skills-xuefeng-method is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at https://claudskills.com/learn/what-is-skill-md/.

Category: General · Sub-category: general-misc · Last updated: 2026-06-17

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。

Security AStatic scan found no risk patternsHow grading works ›

From the source SKILL.md

---

What this skill does

Geek-skills-xuefeng-method is a community-contributed Claude Code skill in the general-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/geek-skills-xuefeng-method/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Geek-skills-xuefeng-method Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 196,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/geek-skills-xuefeng-method
curl -L https://claudskills.com/skills/geek-skills-xuefeng-method/SKILL.md \
  -o ~/.claude/skills/geek-skills-xuefeng-method/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/geek-skills-xuefeng-method/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/geek-skills-xuefeng-method/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\geek-skills-xuefeng-method\SKILL.md on Windows. See the full install guide for step-by-step instructions.

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Frequently asked questions

How do I install the Geek-skills-xuefeng-method Claude Code skill?

Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/geek-skills-xuefeng-method/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.

What does the Geek-skills-xuefeng-method skill do?

Is this skill free to install?

Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.

When should I use the Geek-skills-xuefeng-method skill?

Use Geek-skills-xuefeng-method when your Claude Code task falls under the General category — specifically in the general misc area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Geek-skills-xuefeng-method" or describe the task and let Claude pick). Browse related skills at /category/general/.

What is a Claude Code skill and how does the Geek-skills-xuefeng-method skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Geek-skills-xuefeng-method is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Source: https://github.com/staruhub/ClaudeSkills/blob/HEAD/skills/Geek-skills-xuefeng-method/SKILL.md
Author: staruhub

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA

staruhub. (2026). Geek-skills-xuefeng-method [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/geek-skills-xuefeng-method/

BibTeX

@misc{geek-skills-xuefeng-method-2026,
  author    = {staruhub},
  title     = {Geek-skills-xuefeng-method [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/geek-skills-xuefeng-method/}
}

Embed this skill

Promote, attribute, or link this skill from your own README, blog post, or documentation. All three snippets are free to use — no sign-up, no API key. More distribution surfaces →

Badge

[![ClaudSkills](https://claudskills.com/badge/geek-skills-xuefeng-method.svg)](https://claudskills.com/skills/geek-skills-xuefeng-method/?utm_source=badge&utm_medium=readme&utm_campaign=skill_badge)

Security scan

Grade A · scanned 2026-09-28 — free static scan against the OWASP Agentic Skills Top 10.

No risk patterns were found in any of the ten OWASP-aligned categories. How grading works ›

✓ Prompt injection
✓ Data exfiltration
✓ Supply chain
✓ Reverse shell
✓ Credentials
✓ Execution
✓ Filesystem
✓ Persistence
✓ Obfuscation
✓ Network

Show this grade on your repo (click to copy):

[![Security: A](https://img.shields.io/badge/Security-A-2e7d32)](https://claudskills.com/skills/geek-skills-xuefeng-method/#security)

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Browse all General skills in the ClaudSkills registry, or explore these other picks from the same category:

Browse all General skills → Top 100 skills

Part of ClaudSkills — the open registry for Claude Skills & Claude Code Skills. · What's New · Install guide · About · llms.txt

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