capability-matchAI-powered skill router that analyzes your request and recommends the best installed skill for the job
Install via ClawdBot CLI:
clawdbot install viratkumar123/capability-matchGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Jul 21, 2026
A user needs to extract text from a PDF and summarize it. Capability-match intelligently routes the request to the appropriate skill installed on the system, streamlining the workflow without manual selection of tools.
A sales manager wants to create a PowerPoint presentation from sales data. Capability-match identifies the best skill for generating presentations, saving time and reducing friction in task initiation.
A developer describes a function they need in plain English. Capability-match selects a code generation skill that can translate the description into working code, accelerating development.
An analyst asks 'what skill should I use for analyzing quarterly revenue trends?'. The matcher recommends a data analysis skill that can ingest data and produce visual reports.
A busy professional says 'capability-match: draft a follow-up email for my meeting and schedule it'. The matcher routes to an email automation skill, handling both drafting and scheduling tasks seamlessly.
Offer a free tier that routes requests among a limited set of basic skills. Premium subscribers gain access to advanced skills and higher recommendation accuracy.
License the capability-match engine as an add-on for enterprise automation platforms, allowing companies to integrate intelligent skill routing into their existing toolchains.
Create a marketplace where developers publish skills. Capability-match drives traffic to those skills, and the platform takes a commission on each successful routed task or skill purchase.
💬 Integration Tip
To integrate capability-match, ensure your skill's SKILL.md accurately describes its capabilities, as the matcher relies on this metadata for recommendations. Set environment variables like CAPABILITY_MATCH_THRESHOLD to fine-tune matching sensitivity.
Scored Apr 27, 2026
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