Individual skill

lead-qualification

Lead qualification engine with conversational intake. Asks structured questions to understand your qualification criteria, generates a reusable qualification prompt, then batch-enriches leads via Apify LinkedIn scraping and scores them with parallel processing. Outputs qualified/disqualified verdicts with confidence scores and reasoning to CSV or whatever output format the user prefers. Supports calibration mode for prompt refinement.

skills/shared/lead-qualification/SKILL.md

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Nov 6, 2026
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# 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.

### Mode 2: Reuse Prompt + Qualify
User supplies an existing qualification prompt — skip intake, go straight to scoring.
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