About
The Skill Capability Matcher is a core component of the looplia-core workflow pipeline, designed to bridge the gap between high-level user requirements and technical skill execution. By analyzing a compiled skill registry, it intelligently scores and prioritizes available capabilities based on relevance, completeness, and specificity. It goes beyond simple keyword matching to provide detailed missions for each workflow step, ensuring a logical data flow, identifying functional gaps, and generating clarifying questions to refine ambiguous requests.