What it does
Use it when the user request is broad, mixed, or ambiguous and you want the correct specialized skill to take over.
How it works
- Classifies the request by objective, artifact, and constraint rather than surface wording alone.
- Maps the request to the highest-fit skill or combination of skills.
- Reduces bad task framing by making the route decision explicit.
Best for
- • Ambiguous multi-domain requests
- • Operator workflows spanning content, sales, and finance
- • Fast capability discovery across the suite
Expected outputs
- • Recommended skill routing
- • Clear task framing
- • More accurate downstream execution