Skill Radar 📡#

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#

CommandDescriptionusage📊 Usage Value Assessment (based on 5 data sources)status📋 Missing/Ready Status Checkrecommend💡 Smart Recommendations (discover capability gaps from conversation history)versions🔄 Version CheckallFull Report (all commands above)

Usage#

bash

# 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 SourceContentWeightDaily MemoryEvents, decisions, progress⭐⭐⭐MEMORY.mdCore config, preferences⭐⭐⭐HEARTBEAT.mdScheduled task config⭐⭐Session LogsRaw conversation records⭐⭐AGENTS.mdWork 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)