How do I install the AI Personalization Prompts skill?

Run npx skillmds@latest add swan-gtm/ai-personalization-prompts in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is AI Personalization Prompts safe to use?

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Which AI agents work with AI Personalization Prompts?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is AI Personalization Prompts free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published AI Personalization Prompts?

swan-gtm (@swan-gtm) published this skill. Their other Agent Skills are listed on their SkillMD profile.

AI Personalization Prompts by swan-gtm

Name: AI Personalization Prompts
Author: swan-gtm

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.

swan-gtm Updated Sep 17, 2026

File contents

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 →

---name: ai-personalization-promptsdescription: 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.---# AI Personalization Prompts (lemlist Style)Quick reference for AI prompts. For full prompts with rules, see [references/prompts.md](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](https://frontal.so) — free, open GTM skills for your AI agent. [Browse the library →](https://frontal.so/resources/skills)_

Frequently asked questions