Lead Qualification Engine

Qualify leads against custom criteria through a structured intake process, then score lead lists in parallel with confidence ratings and reasoning.

Three Modes of Operation

Mode 1: Full Intake + Qualify

No existing qualification prompt. Run intake to build one, save it, then qualify leads.

Trigger: User provides no qualification prompt file.

Mode 2: Reuse Prompt + Qualify

User references an existing qualification prompt file — skip intake, go straight to scoring.

Trigger: User tags or references a file in skills/lead-qualification/qualification-prompts/.

Mode 3: Refine / Calibrate

User has seen results and wants to adjust criteria. Update the saved prompt, re-run.