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bulk-contact-enrichment

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Use this skill when a user uploads a CSV or spreadsheet of contacts and wants verified work emails, phone numbers, or professional fields appended at scale. Produces a cleaned input, confirmed field mapping, bounded enrichment run, non-destructive merge, quality report, and export that preserves every original row and value.

skills/nylan-richard/bulk-contact-enrichment/SKILL.md

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Source commit 5d786aad0c7b2ca59b1abf1f601f9407ca261996

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Observed behavior
Instructions only
Last checked
Nov 11, 2026

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Repository stars (not skill ratings)
237
Repository last updated
Oct 20, 2026
License
MIT

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Use this when bulk enrichment must improve a file without turning it into an unauditable replacement. It produces an enriched export plus the counts and provenance needed to trust it.

## Establish the job

Ask where the file came from and what happens after enrichment: outreach, CRM import, event follow-up, recruiting, or research. Confirm the requested fields and whether the run should fill blanks only or also flag conflicting values for review.

Do not assume that a column named `email` is a work email, that `company` is the current employer, or that a full-name field is safely splittable. The downstream use determines which ambiguities matter.

## Profile before spending

Read the file without altering it. Report:

- row and column counts;
- encoding, delimiter, and header issues;
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