Agent skill

ai-personalization-prompts

slowingReaches the webInstructions only349 words

From Frontal-so/outbound-skills · 73 skills · 4 · pushed 2026-07-14

What it does when it runs

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.

Read from the skill and the 1 file bundled beside it. A skill’s own description is written to be selected by an agent, so it describes the job and not the dependencies.

Keys and connectors you must supply: None found.
Hosts it reaches: frontal.so
Tool permissions it declares: No allowed-tools in the frontmatter. It only issues instructions, so there is nothing to bound.
Actions present in the files: None. Instructions only.

Ask about ai-personalization-prompts

Opens your assistant with this page's verified links already in the prompt.

Is this safe to install?Claude ChatGPT

Adapt it to my stackClaude ChatGPT

What else do I need for it to workClaude ChatGPT

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Install it

View source on GitHub ↗

git clone --depth 1 --filter=blob:none --sparse https://github.com/Frontal-so/outbound-skills.git /tmp/outbound-skills
git -C /tmp/outbound-skills sparse-checkout set "skills/ai-personalization-prompts"
mkdir -p ~/.claude/skills/ai-personalization-prompts
cp -R "/tmp/outbound-skills/skills/ai-personalization-prompts/." ~/.claude/skills/ai-personalization-prompts/

Picked up without a restart. A project skill of the same name is shadowed by your personal one. For one repository only, swap ~/.claude/skills for .claude/skills. Claude Code docs ↗

The folder is the same in every client that implements the format — 46 of them — so if yours is not above, only the destination changes.

The skill

Source on GitHub ↗

Reproduced in full from Frontal-so/outbound-skills/blob/27cd847be5ce7e9b749b1d672cbfb29935d911db/skills/ai-personalization-prompts/SKILL.md, which is licensed MIT (repository). 349 words, 7 headings.

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 bundled with it

These load only when the skill asks for them, so they cost nothing until it runs.

prompts.md

Other skills for the same job

Different authors, same problem. Matched on the words in the skill name, across every library in the catalogue except this one.

personalization-writer by janskuba · 199
personalization-at-scale by louisblythe · 136
personalization-at-scale by manojbajaj95 · 92
deep-personalization by impecablemee · 66
personalization-engine by kenny589 · 63

Need help setting it up?

This page tells you what ai-personalization-prompts does and what it needs. Cheetah builds the agent setup it runs inside: data, CRM, sequencing and the guardrails.

Book a call →

The directory stays free. There is nothing gated behind this.