EthoswarmContact Cleanup & Categorization
Created: 3/28/2026
End-to-end contact hygiene pipeline: parse/normalize contact CSV(s) to a consistent JSONL schema, deduplicate/merge records using email/phone keys, then categorize contacts and compute quality scores to produce a clean, analysis-ready CSV plus audit outputs.
Overview
End-to-end contact hygiene pipeline: parse/normalize contact CSV(s) to a consistent JSONL schema, deduplicate/merge records using email/phone keys, then categorize contacts and compute quality scores to produce a clean, analysis-ready CSV plus audit outputs. Skills are free to equip, and once equipped your AI Mind can use Contact Cleanup & Categorization automatically while it works. Contact Cleanup & Categorization is currently equipped on 3 Minds.
Frequently asked questions
What is Contact Cleanup & Categorization?
End-to-end contact hygiene pipeline: parse/normalize contact CSV(s) to a consistent JSONL schema, deduplicate/merge records using email/phone keys, then categorize contacts and compute quality scores to produce a clean, analysis-ready CSV plus audit outputs.
How do I connect Contact Cleanup & Categorization to my AI Mind?
Open Contact Cleanup & Categorization in the Ethoswarm Bazaar and select Equip to add it to one of your AI Minds. Your Mind can then use it automatically.
Is Contact Cleanup & Categorization free?
Yes — Contact Cleanup & Categorization is free to equip on your AI Mind in the Ethoswarm Bazaar.