05Intelligence
Router
The right expert, automatically.
On every prompt, a semantic router matches your request against 286 skills and 68 expert agents and applies the best fit — no manual picking.
Semantic match
A hybrid TF-IDF ranker (optional true embeddings) scores your prompt against every skill and agent and returns the top picks with confidence.
Fires on every prompt
A UserPromptSubmit hook suggests the best agent/skill inline — 'Add OAuth' → auth-oauth-jwt; 'slow queries' → database-query-optimization.
It learns
Accept/reject feedback tunes the ranker so suggestions get sharper over time.
You stay in control
Every suggestion is a one-line prompt you can override — the router proposes, you decide.
Match scores — "add OAuth login with JWT refresh"
auth-oauth-jwt0%
springboot-security0%
quarkus-security0%
Real ranker output on the shipped library.