Skill Analyzer - Comprehensive Skill Analysis Tool

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name: skill-analyzer

description: Quality scanner for OpenClaw skills. Evaluates functionality, security, usability, documentation, and best practices with weighted scoring. Use when: (1) Analyzing skill quality before publishing, (2) Finding improvement opportunities, (3) Security review of third-party skills. Pure Python - no dependencies.

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# Skill Analyzer - Comprehensive Skill Analysis Tool

Overview

Skill Analyzer evaluates OpenClaw skills across 5 dimensions to provide a comprehensive quality assessment. It helps identify strengths, weaknesses, and improvement opportunities. Built with pure Python - no external dependencies required.

Analysis Dimensions (5 total)

1. Functionality Analysis (25%)

2. Security Analysis (25%)

3. Usability Analysis (20%)

4. Documentation Quality (15%)

5. Best Practices (15%)

Usage

Requirements

Analyze a Skill

# Analyze a local skill
python3 scripts/analyzer.py --path /path/to/skill

# Analyze with detailed output
python3 analyzer.py --path /path/to/skill --verbose

# Output to JSON
python3 analyzer.py --path /path/to/skill --output report.json

# Compare two skills
python3 analyzer.py --compare skill1 skill2

Dimensions Scoring

Each dimension is scored 0-10:

Example Output

==========================================
Skill Analysis Report: example-skill
==========================================

Overall Score: 7.5/10

Dimension Scores:
  Functionality:    8/10 ████████░░
  Security:         9/10 █████████░
  Usability:        7/10 ███████░░░
  Documentation:    6/10 ██████░░░░
  Best Practices:   7/10 ███████░░░

Strengths:
  ✓ Good security practices
  ✓ Clean code structure
  ✓ Proper error handling

Risk Level: LOW

Notes