Skills Finder 🔍

Intelligent skill discovery engine that searches multiple skill marketplaces and recommends the best skills for your task.

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🎯 When to Use

Automatically triggers when user wants to find or install skills:

User Intent	Examples
Find skills	"帮我找个...", "find a skill", "buscar herramienta", "スキルを探して"
Search for capability	"有什么skill能做...", "what can you do", "有什么工具"
Install skill	"安装...", "install", "instalar", "インストール"
Get recommendations	"推荐...", "recommend", "recomendar", "おすすめ"

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🌍 Universal Language Support

This skill supports ANY language for user input!

Supported Languages (Truly Universal)

This skill supports ALL languages and scripts including but not limited to:

Language Family	Examples
European	English, Spanish, French, German, Italian, Portuguese, Russian
Asian	Chinese (中文), Japanese (日本語), Korean (한국어), Vietnamese, Thai
Middle Eastern	Arabic, Hebrew, Persian, Turkish
South Asian	Hindi, Bengali, Tamil, Urdu
African	Swahili, Zulu, Amharic
Special	Emoji queries 📱💻🔍

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🌐 Supported Skill Marketplaces

1. ClawHub (clawhub.ai)

npx clawhub@latest search "<query>"
npx clawhub@latest install <name>

• 5,400+ skills available
• Open-source AI assistant skills
• Rating-based recommendations

2. Skills CLI (skills.sh)

npx skills find "<query>"
npx skills add <package>

• Skills.sh - The package manager for open agent skills
• Modular packages that extend agent capabilities
• Specialized knowledge, workflows, and tools

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⚡ Quick Commands

# Search skills (supports ANY language)
~/.openclaw/workspace/skills/skills-finder/scripts/skill-finder.sh search "your query"

# Search specific marketplace
~/.openclaw/workspace/skills/skills-finder/scripts/skill-finder.sh search "query" --source clawhub
~/.openclaw/workspace/skills/skills-finder/scripts/skill-finder.sh search "query" --source skills

# Search both (default)
~/.openclaw/workspace/skills/skills-finder/scripts/skill-finder.sh search "query" --source all

# Install from specific source
~/.openclaw/workspace/skills/skills-finder/scripts/skill-finder.sh install <name> --source clawhub
~/.openclaw/workspace/skills/skills-finder/scripts/skill-finder.sh install <package> --source skills

# List installed skills
~/.openclaw/workspace/skills/skills-finder/scripts/skill-finder.sh list

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🔗 Multi-Step Skill Chaining

For complex tasks requiring multiple skills, the search automatically detects and suggests a skill chain.

Chain Detection

Task Type	Example	Result
Single skill	"天气skill"	Direct recommendation
Multi-step	"搜索新闻发送到微信"	Skill chain + composite suggestion

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📋 Usage Examples

Example 1: Search Both Sources

User: 找个天气skill

→ ClawHub: weather (3.898⭐)
→ Skills: @skills/weather

Results from both marketplaces shown!

Example 2: Search Specific Source

User: find a skill for GitHub

→ Searching ClawHub only:
  - github (3.636⭐)
  - github-cli (3.538⭐)

Example 3: Multi-language

User: 天気を調べて
→ ClawHub: weather
→ Skills: @skills/weather

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🔧 Implementation

Dual Source Search

# Search ClawHub
npx clawhub@latest search "<query>"

# Search Skills.sh
npx skills find "<query>"

# Both results merged and ranked

Source Priority

Source	Priority	Use Case
ClawHub	Default	General AI assistant skills
Skills.sh	Alternative	Specialized workflows

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⚠️ Important Notes

Why Two Sources?

1. ClawHub - Large collection of AI assistant skills (5,400+)
2. Skills.sh - Specialized workflows and tools for agents

Both are searched by default for comprehensive results.

Rate Limits

• ClawHub: 60 requests/hour (logged in: higher)
• Skills.sh: Check with npx skills --help

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📦 Dependencies

• Node.js + npx
• curl
• jq

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🦞 Summary

One line: User writes in ANY language → Search both ClawHub & Skills.sh → Respond in user's language → Suggest chain for complex tasks

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