capability-match

AI-powered skill router that analyzes your request and recommends the best installed skill for the job

Intelligent skill routing for OpenClaw - automatically discovers your installed skills and recommends the perfect one for any task.

Usage

Simply describe what you want to do:

text

Use capability match to: "create a PowerPoint presentation from sales data"

Or directly:

text

"capability-match: extract text from this PDF and summarize it"

What It Does

1. Discovers all installed skills from your skills/ directory
2. Analyzes each skill's capabilities from its SKILL.md
3. Matches your natural language request to the most relevant skills
4. Recommends top 3 options with reasoning

Features

• ✅ Automatic skill discovery - scans skills/ directory
• ✅ Smart matching - understands intents, not just keywords
• ✅ Ranked recommendations - with confidence scores
• ✅ Zero config - works out of the box
• ✅ Lightweight - pure Node.js, no external dependencies

Commands

The matcher recognizes these trigger phrases:

• use capability-match to [task]
• capability-match: [task]
• what skill should i use for [task]
• recommend a skill for [task]

Requirements

• OpenClaw with skills directory at ~/.openclaw-autoclaw/skills/
• Node.js 18+

Configuration

Optional environment variables:

• CAPABILITY_MATCH_THRESHOLD - Minimum confidence score (default: 30)
• CAPABILITY_MATCH_MAX_RESULTS - Max recommendations (default: 3)

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Ready to intelligently route your requests? Just ask: "capability-match: [your task]"