Individual skill
personalization-at-scale
Generate unique personalized first lines for hundreds of prospects using company news, LinkedIn activity, and mutual connections. Saves 10+ hours of manual research per campaign. Use when you need personalized outreach at volume.
personalization-at-scale/SKILL.md
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- Last checked
- Nov 10, 2026
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- Repository last updated
- Oct 20, 2026
- License
- MIT
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SKILL.mdcore · 2,508 bytesreferences/benchmarks.mddoc · 1,856 bytesreferences/example-campaigns.mddoc · 1,680 bytesreferences/fallbacks.mddoc · 1,257 bytesreferences/output-template.mddoc · 2,561 bytesreferences/patterns-by-type.mddoc · 6,029 bytesreferences/research-sources.mddoc · 1,559 bytes
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# Personalization at Scale
Generate hundreds of unique, researched first lines in minutes instead of hours, making cold outreach feel warm.
## Contents
- `references/research-sources.md` - signal sources, personalization styles, quality standards
- `references/patterns-by-type.md` - sample first lines and tables for each angle (congrats, observation, mutual connection, company news, hiring, tech stack, thought leadership, shared background)
- `references/fallbacks.md` - role/stage/industry/competitor lines for prospects with no angle
- `references/output-template.md` - full campaign deliverable structure
- `references/benchmarks.md` - expected lift, A/B reference data, pro tips (do/don't)
- `references/example-campaigns.md` - worked campaign examples by persona
## Workflow