Red Bear Ventures

Matching — dev harness

Neutral, brief-agnostic matching engine and match-review core. This harness exists to build and test the pieces in isolation against mock data.

Surfaces

• Match-review core — all UI states

  Toggle state, role, and brief_type. Pure UI against mock fixtures.

• Engine end-to-end — any company brief

  Run the 7-stage matching pipeline against Mason Street or a custom company + brief; results render through the core.

• Find experts — free-text lookup

  Internal rbv_team tool. Type any question, get ranked experts with full identity and reasoning. No company brief required.