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"

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Language Support#

• 中文 (Chinese)
• English

Output language automatically matches user's input language.

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Step 1: Get Skill Information#

When user provides a skill name, fetch its metadata:

text

Use clawhub CLI to inspect the skill:
- clawhub inspect {skill-name}

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Step 2: Fetch SKILL.md Content#

Get the actual SKILL.md to analyze dependencies and functionality.

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Step 3: Analyze and Generate Report#

Analysis Criteria#

FactorWeightDescriptionSecurity30%ClawHub official scan resultsPopularity25%Downloads, starsMaintenance20%Last update timeDependencies15%Required tools, packagesAPI Cost10%External API requirements

Scoring#

• A级 (80-100): ✅ Recommended
• B级 (60-79): ⚠️ Install with caution
• C级 (<60): ❌ Not recommended

Report Structure#

text

🎯 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}

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Step 4: Output Report#

Display the report directly to user. No files created.

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Error Handling#

text

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"

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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