skill-capability-matcher

Skill-capability matcher analyzes your requirements against a registry, scores skills by description overlap and input/output compatibility, then recommends an ordered sequence of skills with data flow between steps to accomplish your task.

Capability matching is the process of aligning functional requirements with available tools by indexing their capabilities, comparing input and output types, and designing step sequences that satisfy dependencies and data flow requirements.

Yes. Provide natural language requirements and your skill registry; the matcher designs dependent step sequences with step IDs, missions, and data-flow specifications to automate task planning and ordering.

Supply a natural language description of your task requirements and a registry JSON containing available skills with their descriptions, input types, and output types to receive structured step recommendations.

The matcher builds a capability index, scores skills by description text overlap with your requirements and compatibility between output and input types across steps, then ranks matches to design optimal sequences.

A structured data-flow specification containing recommended steps, step IDs, mission descriptions, and input/output mappings that show how to execute your task using matched skills in the correct order.