技能检索

Multi-platform skill ranking and discovery system with 25,000+ skills. Supports Tencent SkillHub, Xfyun SkillHub, and local skills. Use when the user asks about skill rankings, best skills, skill recommendations, discovering new skills, or wants to install skills. Triggers on phrases like "rank skills", "best skills", "top skills", "skill recommendations", "install skill", "search skills", "热度最高", "最受欢迎的技能", "技能排名", "推荐技能".

Skill Rank - Multi-Platform Skill Ranking & Discovery

A meta-skill that ranks 25,000+ skills from multiple platforms and helps users discover and install high-quality skills.

Supported Platforms

Platform	Skills Count	Status	API
Tencent SkillHub	25,264	✅ Real-time	https://lightmake.site/api/skills
Xfyun SkillHub	891	✅ Real-time	https://skill.xfyun.cn/api/v1/skills
Local Installed	Auto-detect	✅ Auto-scan	N/A

Commands

List Top Skills

bash

skill-rank --list [--top N] [--source tencent|xfyun|local]

Search Skills

bash

skill-rank --search <keyword>

View Skill Details

bash

skill-rank --info <skill-name>

Install a Skill

bash

# Preview installation (dry run)
skill-rank --install <skill-name> --dry-run

# Actually install
skill-rank --install <skill-name>

Update Database

bash

skill-rank --update

Show Configuration

bash

skill-rank --config

Workflow

When user asks about skill rankings or recommendations:

1. Check database - If empty or outdated, run --update first
2. List or search - Show ranked results
3. Provide details - Use --info for specific skills
4. Help install - Use --install to guide or execute installation

Ranking Algorithm

Skills are scored based on:

• Downloads (60%) - Popularity indicator
• Stars (40%) - Community endorsement

Score = min(log₁₀(downloads + 1) × 15, 60) + min(log₁₀(stars + 1) × 20, 40)

Installation Feature

The --install command supports:

1. Automatic CLI detection - Checks if skillhub or clawhub is installed
2. Dry run mode - Preview what would be installed with --dry-run
3. Real-time output - Streams installation progress
4. Error handling - Provides helpful installation instructions if CLI is missing

CLI Installation

bash

# For Tencent SkillHub
npm install -g @clawdbot/skillhub

# For ClawHub
npm install -g clawhub

Example Usage

User: "What are the most popular skills?" Action: Run skill-rank --list --top 10

User: "Find me a skill for PDF editing" Action: Run skill-rank --search pdf

User: "Tell me about the github skill" Action: Run skill-rank --info github

User: "Install the summarize skill" Action:

bash

# First preview
skill-rank --install summarize --dry-run

# Then install
skill-rank --install summarize

User: "更新技能排名" Action: Run skill-rank --update

User: "小红书相关的技能" Action: Run skill-rank --search 小红书

Data Sources

• Tencent SkillHub: https://skillhub.tencent.com
• Xfyun SkillHub: https://skill.xfyun.cn
• Local: ~/.openclaw/workspace/skills/

Top 10 Skills (by downloads)

1. self-improving-agent - 持续改进学习 (253K downloads)
2. find-skills - 发现并安装技能 (234K downloads)
3. summarize - URL/文件总结 (177K downloads)
4. agent-browser - 浏览器自动化 (147K downloads)
5. gog - Google Workspace CLI (119K downloads)
6. github - GitHub CLI (118K downloads)
7. ontology - 知识图谱 (117K downloads)
8. skill-vetter - 技能安全预审 (113K downloads)
9. proactive-agent - 主动智能体 (112K downloads)
10. weather - 天气预报 (101K downloads)

No Dependencies

This skill uses only Python standard library:

• urllib.request - HTTP requests
• sqlite3 - Local database
• json - JSON parsing
• subprocess - CLI execution

No pip install required!

Limitations

• First --update may take 2-3 minutes to fetch all 25K+ skills
• Install commands require skillhub or clawhub CLI tools to be installed
• Network access required for real-time data