Claude Code Skills搜索技能：从官方和社区精选可信技能库，按需求智能推荐

search-skill by gbsoss/skill-from-masters

332 周安装量

10 GitHub Stars

GitHub

安装命令

npx skills add https://github.com/gbsoss/skill-from-masters --skill search-skill

AI/机器学习开发自动化

🇨🇳中文介绍

搜索技能

根据用户需求，从可信市场搜索并推荐 Claude Code Skills。

使用时机

当用户描述需求并希望找到现有技能来解决时。

示例：

"有没有能自动生成更新日志的技能？"
"帮我找一个用于前端设计的技能"
"我需要一个能自动化浏览器操作的技能"

数据源（按可信度分级）

第 1 级 - 官方 / 高可信度（优先显示）

来源	URL	备注
anthropics/skills	github.com/anthropics/skills	官方示例，最可靠
ComposioHQ/awesome-claude-skills	github.com/ComposioHQ/awesome-claude-skills	人工精选，12k+ stars

第 2 级 - 社区精选（次要）

来源	URL	备注
travisvn/awesome-claude-skills	github.com/travisvn/awesome-claude-skills	社区精选，21k+ stars

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第 2.5 级 - 大型社区注册表

来源	URL	备注
ClawHub	clawhub.ai	OpenClaw 官方技能注册表，5000+ 社区技能，支持向量搜索

第 3 级 - 聚合器（谨慎使用）

来源	URL	备注
skillsmp.com	skillsmp.com	自动抓取，需要额外过滤

步骤 1：解析用户意图

从用户描述中提取：

核心功能关键词（例如：changelog, browser, frontend）
使用场景（例如：development, testing, design）
特殊要求（例如：语言支持，特定框架）

步骤 2：多源搜索

重要：仅搜索这 6 个来源。请勿搜索整个互联网。

按优先级搜索：

首先搜索第 1 级（官方/高可信度）
如果结果少于 5 个，继续搜索第 2 级
如果仍然不足，搜索第 2.5 级（ClawHub - 数量大，需检查质量）
如果仍然不足，使用严格过滤搜索第 3 级
如果仍然没有找到，如实告知用户 - 请勿扩展到其他来源

允许的搜索查询（使用 site: 限制）：

site:github.com/anthropics/skills {keywords}
site:github.com/ComposioHQ/awesome-claude-skills {keywords}
site:github.com/travisvn/awesome-claude-skills {keywords}
site:skills.sh {keywords}
site:clawhub.ai {keywords}
site:skillsmp.com {keywords}

GitHub 仓库：使用 site:github.com/{repo} 限制搜索范围
skills.sh：使用 WebFetch 仅从 skills.sh 抓取搜索结果
ClawHub：使用 WebFetch 访问 clawhub.ai/skills?q={keywords} 搜索注册表
skillsmp.com：使用 WebFetch 并附加验证

搜索整个网络
使用没有 site: 限制的宽泛查询
包含来自未知来源的结果

步骤 3：质量过滤（关键）

必须过滤掉以下内容：

过滤条件	原因
GitHub stars < 10	未经社区验证
Last update > 6 months ago	可能已废弃
No SKILL.md file	非标准格式
README too sparse	质量存疑
Contains suspicious code patterns	安全风险

请求敏感权限（例如：~/.ssh, env variables）
向未知域发起外部网络请求
包含 eval() 或动态代码执行
修改系统文件

步骤 4：结果排序

Score = Source Weight × 0.4 + Stars Weight × 0.3 + Recency Weight × 0.2 + Relevance × 0.1

Source weights:
- Tier 1: 1.0
- Tier 2: 0.7
- Tier 2.5 (ClawHub): 0.55
- Tier 3: 0.4

步骤 5：格式化输出

返回前 5-10 个结果：

## Found X relevant Skills

### Recommended
1. **[skill-name](github-url)** - Source: anthropics/skills
   - Function: xxx
   - Stars: xxx | Last updated: xxx
   - Install: `/plugin marketplace add xxx`

### Worth considering
2. **[skill-name](github-url)** - Source: ComposioHQ
   ...

### Not recommended (for reference only)
- [skill-name](url) - Reason: low stars / not maintained

用户：有没有能帮助编写提交信息的技能？

提取关键词：commit, message, git
搜索第 1 级：在 anthropics/skills 中找到 git-commit-assistant
搜索第 2 级：在 ComposioHQ 中找到 semantic-commit
过滤：排除 stars < 10 的结果
排序：官方来源优先

## Found 3 relevant Skills

### Recommended
1. **git-commit-assistant** - Source: anthropics/skills (official)
   - Function: Generate semantic commit messages
   - Install: `/plugin marketplace add anthropics/claude-code`

2. **semantic-commit** - Source: ComposioHQ
   - Function: Follow conventional commits spec
   - Stars: 890 | Last updated: 2 weeks ago

切勿推荐未经验证的技能 - 宁可推荐得少，也不要推荐有风险的
对第 3 级来源保持谨慎 - 来自 skillsmp.com 的结果必须双重检查
如果没有找到合适的 - 如实告知用户，建议使用 skill-from-masters 创建自己的技能
安全问题 - 明确告知用户风险，让他们自行决定

🇺🇸English

Search Skill

Search and recommend Claude Code Skills from trusted marketplaces based on user requirements.

When to Use

When users describe a need and want to find an existing Skill to solve it.

Examples:

"Is there a skill that can auto-generate changelogs?"
"Find me a skill for frontend design"
"I need a skill that can automate browser actions"

Data Sources (by trust level)

Tier 1 - Official / High Trust (show first)

Source	URL	Notes
anthropics/skills	github.com/anthropics/skills	Official examples, most reliable
ComposioHQ/awesome-claude-skills	github.com/ComposioHQ/awesome-claude-skills	Hand-picked, 12k+ stars

Tier 2 - Community Curated (secondary)

Source	URL	Notes
travisvn/awesome-claude-skills	github.com/travisvn/awesome-claude-skills	Community curated, 21k+ stars
skills.sh	skills.sh	Vercel's official directory

Tier 2.5 - Large Community Registry

Source	URL	Notes
ClawHub	clawhub.ai	OpenClaw official skill registry, 5000+ community skills, vector search powered

Tier 3 - Aggregators (use with caution)

Source	URL	Notes
skillsmp.com	skillsmp.com	Auto-scraped, requires extra filtering

Search Process

Step 1: Parse User Intent

Extract from user description:

Core functionality keywords (e.g., changelog, browser, frontend)
Use case (e.g., development, testing, design)
Special requirements (e.g., language support, specific framework)

Step 2: Multi-Source Search

IMPORTANT: Only search these 6 sources. Do NOT search the entire internet.

Search by priority:

1. Search Tier 1 (official/high trust) first
2. If fewer than 5 results, continue to Tier 2
3. If still insufficient, search Tier 2.5 (ClawHub - large volume, check quality)
4. If still insufficient, search Tier 3 with strict filtering
5. If still nothing found, tell user honestly - do NOT expand to other sources

Allowed search queries (use site: to restrict):

site:github.com/anthropics/skills {keywords}
site:github.com/ComposioHQ/awesome-claude-skills {keywords}
site:github.com/travisvn/awesome-claude-skills {keywords}
site:skills.sh {keywords}
site:clawhub.ai {keywords}
site:skillsmp.com {keywords}

Search methods:

GitHub repos: Use site:github.com/{repo} to restrict search scope
skills.sh: WebFetch to scrape search results from skills.sh only
ClawHub: WebFetch clawhub.ai/skills?q={keywords} to search the registry
skillsmp.com: WebFetch with additional verification

Do NOT:

Search the entire web
Use broad queries without site: restriction
Include results from unknown sources

Step 3: Quality Filtering (Critical)

Must filter out the following:

Filter Condition	Reason
GitHub stars < 10	Not community verified
Last update > 6 months ago	Possibly abandoned
No SKILL.md file	Non-standard format
README too sparse	Quality concerns
Contains suspicious code patterns	Security risk

Security checks:

Requests sensitive permissions (e.g., ~/.ssh, env variables)
External network requests to unknown domains
Contains eval() or dynamic code execution
Modifies system files

Step 4: Rank Results

Scoring formula:

Score = Source Weight × 0.4 + Stars Weight × 0.3 + Recency Weight × 0.2 + Relevance × 0.1

Source weights:
- Tier 1: 1.0
- Tier 2: 0.7
- Tier 2.5 (ClawHub): 0.55
- Tier 3: 0.4

Step 5: Format Output

Return Top 5-10 results:

## Found X relevant Skills

### Recommended
1. **[skill-name](github-url)** - Source: anthropics/skills
   - Function: xxx
   - Stars: xxx | Last updated: xxx
   - Install: `/plugin marketplace add xxx`

### Worth considering
2. **[skill-name](github-url)** - Source: ComposioHQ
   ...

### Not recommended (for reference only)
- [skill-name](url) - Reason: low stars / not maintained

Example

User : Is there a skill that helps write commit messages?

Search process :

Extract keywords: commit, message, git
Search Tier 1: Found git-commit-assistant in anthropics/skills
Search Tier 2: Found semantic-commit in ComposioHQ
Filter: Exclude results with stars < 10
Rank: Official sources first

Output :

## Found 3 relevant Skills

### Recommended
1. **git-commit-assistant** - Source: anthropics/skills (official)
   - Function: Generate semantic commit messages
   - Install: `/plugin marketplace add anthropics/claude-code`

2. **semantic-commit** - Source: ComposioHQ
   - Function: Follow conventional commits spec
   - Stars: 890 | Last updated: 2 weeks ago

Important Notes

Never recommend unverified Skills - Better to recommend fewer than to recommend risky ones
Stay cautious with Tier 3 sources - Results from skillsmp.com must be double-checked
If nothing suitable is found - Tell the user honestly, suggest using skill-from-masters to create their own
Security concerns - Clearly inform users of risks, let them decide

Weekly Installs

332

Repository

gbsoss/skill-fr…-masters

GitHub Stars

1.3K

First Seen

Jan 21, 2026

Security Audits

Gen Agent Trust HubPass SocketPass SnykWarn

Installed on

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140,500 周安装