prospect-list-qc

name	prospect-list-qc
description	Clean and enrich prospect lists with a credit-aware workflow using the current LeadMagic MCP tools. Use when the user is preparing outbound lists, CRM imports, or enrichment jobs and wants the best validation-first sequence.

Prospect list QA and enrichment

Trigger

Use when the user has many prospects and wants the highest-confidence sequence for work email validation, work email discovery, or company research.

Workflow

1. For large or credit-sensitive lists, start with check_credit_balance so the user knows the budget envelope.
2. Prioritize validation before expensive enrichment whenever emails already exist.
3. Separate records into buckets:
   • already have work email -> validate_work_email,
   • have B2B profile URL -> linkedin_profile_to_work_email then validate if needed,
   • have email or profile + need phone -> find_mobile_number,
   • have name + company only -> find_work_email,
   • company-only records -> research_account; add list_company_competitors or get_company_technographics when the list needs those angles.
4. Remove duplicates before enrichment.
5. Preserve null and unknown outcomes instead of forcing guesses.
6. Recommend the cheapest sensible order of operations before bulk runs.

Default order

1. check_credit_balance
2. validate_work_email
3. find_work_email
4. research_account only for priority accounts that also need account context

Output

Provide:

• a suggested enrichment pipeline,
• likely credit-sensitive decision points,
• and an example record flow from raw input to final output using only the currently supported MCP tools.