pre-filter-candidates

What problem does it solve?

Pre-filter candidates from enriched CSV before AI screening to remove past candidates, apply a blacklist, and apply optional filters.

Core Features & Use Cases

• Past-candidates removal: excludes candidates already processed for the client by matching first_name + last_name in past_candidates.csv.
• Blacklist filtering: excludes candidates whose current_company matches any blacklisted company.
• Optional filters: optional filters for not-relevant companies, target companies, top-university flagging, and job-hopper detection.
• Output: produces filtered_candidates.csv and a summary of exclusions per rule.

Quick Start

Run the pre-filter-candidates skill on the input enriched CSV and client folder to produce filtered_candidates.csv.