MyClawBots- Sales
- v1.0.0
- outreach
AI personalization prompts
Use this skill when setting up AI-powered personalization, building Clay or lemlist workflows, or automating prospect research — 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.
SKILL.md
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 →
Files
2 files ship with this skill. They are installed beside the SKILL.md.
AI personalization prompts
Imported from the GTM Skills library by Swan (https://www.gtmskills.com), skills/alex-vacca/ai-personalization-prompts
at https://github.com/swan-gtm/gtm-skills/commit/5d786aad0c7b2ca59b1abf1f601f9407ca261996. Written by Alex Vacca (https://linkedin.com/in/alex-vacca).
The skill is shared under the MIT License below; this notice must stay with any copy.
MIT License
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