Personalization at Scale

<quick_start> Trigger: "Personalize outreach for [N] prospects" or "Generate unique first lines for my prospect list" Input: CSV or list with First Name, Last Name, Title, Company, LinkedIn URL (email if available) Output: 2-3 first-line options per prospect with confidence scores, delivered as a review CSV at ~/.claude/skill-state/personalization-at-scale/<date>.csv (default) or as Gmail drafts when Tim asks for drafts — never sent.

Tool order (batch mechanics in Stage R):

1. qualify_lead (Epiphan AI) per contact — Gate Q on the whole list before any research.
2. apollo_organizations_enrich + apollo_organizations_job_postings per unique company (hiring + firmographics); Clay find-and-enrich-company for news / tech-stack gaps; apollo_people_match for role changes; intent-signal-aggregator-skill when wired.
3. search_product_catalog once per use case (Gate S) if any line carries an Epiphan capability claim.
4. get_writing_style once, then check_my_copy over the lines in batches (Gate B).
5. Deliver: CSV for review, or Gmail create_draft per prospect (Gate D). </quick_start>