Skill Radar

Scan, analyze, and optimize your AI skill ecosystem. Diagnose skill usage, discover capability gaps, and check version updates in one command. Trigger on "skill check", "skill radar", "skill management", "skill diagnostics", "skill optimization", "check skill", "skill usage".

Your AI Skill Manager — Make every installed Skill count

Core Philosophy

Make Skill management simpler and more efficient.

• Simpler — See the full picture with one command, no more getting lost in 100+ Skills
• More Efficient — Precisely identify idle skills and gaps, maximize every investment
• Smarter — Data-driven decisions, not guesswork

Trigger Conditions

• "check skill", "skill radar", "skill diagnostics", "skill management", "skill optimization"
• "skill usage", "skill insight"
• "which skills am I not using", "should I install this skill", "do my skills need updating"

Features

Command	Description
usage	📊 Usage Value Assessment (based on 5 data sources)
status	📋 Missing/Ready Status Check
recommend	💡 Smart Recommendations (discover capability gaps from conversation history)
versions	🔄 Version Check
all	Full Report (all commands above)

Usage

# Full report (recommended for first use)
python3 <skill-path>/scripts/health_check.py all

# Individual checks
python3 <skill-path>/scripts/health_check.py usage       # Usage value assessment
python3 <skill-path>/scripts/health_check.py status      # Status check
python3 <skill-path>/scripts/health_check.py recommend   # Smart recommendations
python3 <skill-path>/scripts/health_check.py versions    # Version check

# Output as Markdown
python3 <skill-path>/scripts/health_check.py all > report.md

Usage Value Assessment

Integrates 5 data sources to infer each Skill's usage:

Data Source	Content	Weight
Daily Memory	Events, decisions, progress	⭐⭐⭐
MEMORY.md	Core config, preferences	⭐⭐⭐
HEARTBEAT.md	Scheduled task config	⭐⭐
Session Logs	Raw conversation records	⭐⭐
AGENTS.md	Work rules	⭐⭐

Scoring: 🔵 High (core tool) / 🟢 Medium / 🟡 Low / 🔴 Unused

Dependencies

• Python 3.8+ (pure standard library, no external dependencies)
• OpenClaw CLI (openclaw)
• ClawHub CLI (npx clawhub, only for version check and recommendations)