ai-personalization-prompts
Skill8 starsChanged 4 months agoMITView on GitHub
6 AI personalization prompts (lemlist style) plus 2 email templates - ICP Identification, Company Description, Similar Product, Top 3 Problems, Subject Line, Case Study Reference, and Similar Company Approach. Use when setting up AI-powered personalization, building Clay/lemlist workflows, or automating research.
2 other projects use a version of this, 2 of them edited.
Adopted by
Most recently taken up by
- Cold-IQ/ColdIQ-s-GTM-Skillsedited, first seen Nov 8, 2026
- sachacoldiq/ColdIQ-s-GTM-Skillsedited, first seen Oct 9, 2026
Other versions2 projects use a version of this.
Word for word · 0
None found.
Edited · 2
- Cold-IQ/ColdIQ-s-GTM-Skills★ 31651% same
- sachacoldiq/ColdIQ-s-GTM-Skills★ 31651% same
Wrote their own version · 0
None found.
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
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The file
We split this skill into the rules it gives an agent
5 rules. About 0 are common, 5 are distinctive, and 0 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈5
Distinctive · estimate
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 26
Prompt 1-5: Use for variable generation in Clay/lemlist
- Distinctive: line 27
Prompt 6-7: Use as full email templates with AI-generated variables
- Distinctive: line 41
All lower case output
- Distinctive: line 42
No full stops at end
- Distinctive: line 44
Must fit grammatically in template sentence
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
AI Personalization Prompts (lemlist Style)
Quick reference for AI prompts. For full prompts with rules, see references/prompts.md.
Prompt Overview
| # | Prompt | Output | Max Words |
| 1 | ICP Identification | Top 3 ICPs (job titles) | 3 titles |
| 2 | Company Description | Concise description | 8 words |
| 3 | Similar Product | Product category | 6 words |
| 4 | Top 3 Problems | ICP pain points | 10 words each |
| 5 | Subject Line | Email subject | 2 words |
| 6 | Case Study Reference | Template with variables | N/A |
| 7 | Similar Company Approach | Full email template | N/A |
Quick Usage
Inputs needed: {{companyDomain}} or {{companyDescription}}
Prompt 1-5: Use for variable generation in Clay/lemlist Prompt 6-7: Use as full email templates with AI-generated variables
Output Examples
| Prompt | Input | Output |
| ICP ID | "CRM software" | "Sales leaders, RevOps managers and AEs" |
| Description | "frontal.so" | "outbound automation (for B2B sales teams)" |
| Similar | "calendly.com" | "scheduling software" |
| Problems | "HR software" | "slow hiring, poor retention, and compliance gaps" |
| Subject | "analytics platform" | "your metrics" |
Key Rules (All Prompts)
- All lower case output
- No full stops at end
- No sales/buzzwords
- Must fit grammatically in template sentence
Combines with
| Skill | Why |
clay-enrichment-9step | Run prompts via Claygent |
personalization-6-buckets | Know what data to feed prompts |
cold-email-templates-34 | Use outputs in email templates |
frontal-messaging-templates | Combine with case study template |
Example prompts
Generate ICP identification and top 3 problems for a cybersecurity company.Create a 2-word subject line for a prospect selling HR software.Write template #7 (Similar Company Approach) with AI-generated variables for [company].Part of Frontal — free, open GTM skills for your AI agent. Browse the library →
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