Skill Advisor
Pre-install assessment tool for OpenClaw skills.
Features
- 🔒 Security Status: Check ClawHub official scan results
- 📊 Popularity Metrics: Downloads, stars, install count
- 🔄 Maintenance Status: Last update time, activity level
- 📦 Dependency Analysis: Required tools, libraries, complexity
- 💰 API Cost Assessment: Free/paid API requirements
- 🎯 Installation Recommendation: Clear go/no-go guidance
Trigger Conditions
- "Check this skill before installing" / "安装前检查这个skill"
- "Is {skill-name} safe?" / "{skill-name}安全吗"
- "Evaluate skill {skill-name}" / "评估skill {skill-name}"
- "What does {skill-name} need?" / "{skill-name}需要什么依赖"
- "Should I install {skill-name}?" / "要不要安装{skill-name}"
- "skill-advisor {skill-name}"
- "帮我看看这个skill怎么样"
Language Support
- 中文 (Chinese)
- English
Output language automatically matches user's input language.
Step 1: Get Skill Information
When user provides a skill name, fetch its metadata:
Use clawhub CLI to inspect the skill:
- clawhub inspect {skill-name}
Step 2: Fetch SKILL.md Content
Get the actual SKILL.md to analyze dependencies and functionality.
Step 3: Analyze and Generate Report
Analysis Criteria
| Factor | Weight | Description |
|---|---|---|
| Security | 30% | ClawHub official scan results |
| Popularity | 25% | Downloads, stars |
| Maintenance | 20% | Last update time |
| Dependencies | 15% | Required tools, packages |
| API Cost | 10% | External API requirements |
Scoring
- A级 (80-100): ✅ Recommended
- B级 (60-79): ⚠️ Install with caution
- C级 (<60): ❌ Not recommended
Report Structure
🎯 Conclusion: {recommendation}
Score: {X}/100 ({grade}) | Security: {status} | Dependencies: {level}
📋 Skill Assessment Report: {skill-name}
📊 Metrics
├─ 🔒 Official Security: {status}
├─ 📈 Popularity: {downloads} downloads | {stars} stars
├─ 🔄 Maintenance: {days} days ago
├─ 📦 Dependencies: {list}
└─ 💰 API Cost: {status}
📝 Description
{description}
⚙️ Requirements
├─ CLI Tools: {tools}
├─ Python Packages: {packages}
├─ Node Packages: {packages}
└─ API Keys: {keys}
⚠️ Usage Notes
├─ {warning}
💡 Installation Advice
{advice}
ℹ️ Metadata
├─ Author: {author}
├─ Version: {version}
├─ License: {license}
└─ Scored at: {datetime}
Step 4: Output Report
Display the report directly to user. No files created.
Error Handling
Skill not found → "❌ 未找到该skill，请检查名称"
ClawHub API error → "❌ 无法连接ClawHub，请稍后重试"
Parse error → "⚠️ 部分信息解析失败，报告可能不完整"
Notes
- No files generated (pure text output)
- Report shows conclusion first, then details
- Security status uses ClawHub's official scan results
- Scores calculated dynamically based on multiple factors
- All data fetched in real-time from ClawHub
