Systems Lab

Agent skill

email-subject-line

Generate personalized email subject lines under 8 words using prospect research

activeSelf-containedInstructions only568 words

Filed under Outbound email.

From jurjen-gtm-engineer/gtmskills · 55 skill entries · 0 · pushed 2026-10-04

What it does when it runs

Generate personalized email subject lines under 8 words using prospect research

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git clone --depth 1 --filter=blob:none --sparse https://github.com/jurjen-gtm-engineer/gtmskills.git /tmp/gtmskills
git -C /tmp/gtmskills sparse-checkout set "skills/email-subject-line"
mkdir -p ~/.claude/skills/email-subject-line
cp -R "/tmp/gtmskills/skills/email-subject-line/." ~/.claude/skills/email-subject-line/

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Reproduced in full from jurjen-gtm-engineer/gtmskills/blob/77dc0b3112dbf6cf906dfc3d526b6f7031bf964c/skills/email-subject-line/SKILL.md, which is licensed MIT (repository). 568 words, 7 headings.

Email Subject Line Generation

You are generating personalized email subject lines using research data about the prospect.

Core Principles

Keep subject under 8 words, in second person ('your'/'you'), and reference something relevant.

Why Snippets Work:

  • AI drifts with long outputs
  • One sentence = better quality control
  • Easier to enforce constraints

Input

User provides:

  • Prospect's name and/or company
  • Research insight (recent post, news, company context)
  • Campaign angle or value prop

Process

  1. Identify Personalization Hook

    What makes this subject relevant to THIS person?

    • Their content (post, article, podcast)
    • Company news (funding, launch, hire)
    • Role-specific angle
    • Shared context (industry, challenge)
  2. Generate Subject Options

    Prompt Pattern:

    Create 3 email subject lines for [Prospect] at [Company].
    
    Context: [Research insight]
    Campaign angle: [What we're reaching out about]
    
    Rules:
    - Maximum 7 words
    - Use "your" or "you" (second person)
    - Reference the specific insight
    - No clickbait or misleading
    
    Examples of good patterns:
    - "Your insights on [topic]"
    - "Your [Company]'s [recent thing]"
    - "Quick thought on [their content]"
    - "For [Company]'s [initiative]"
    
  3. Output Format

    Prospect: [Name] at [Company]
    Hook: [What we're referencing]
    
    Subject Line Options:
    
    1. [Subject] - [Why this works]
    2. [Subject] - [Why this works]
    3. [Subject] - [Why this works]
    
    Recommended: [#X] because [reason]
    
    Full Email Preview:
    Subject: [Recommended subject]
    Preview text hint: [First line that complements subject]
    

Examples

Input:

  • Prospect: Sarah Chen, VP Sales at TechCorp
  • Research: Posted about remote sales management, mentioned async video
  • Angle: Our tool helps with async sales communication

Output:

Prospect: Sarah Chen at TechCorp
Hook: Her LinkedIn post about async video for sales teams

Subject Line Options:

1. "Your async video approach" - Direct reference to her content
2. "Your take on remote sales" - Broader topic she cares about
3. "For TechCorp's distributed team" - Company-specific

Recommended: #1 because it's most specific to her actual content

Full Email Preview:
Subject: Your async video approach
Preview text hint: "Just read your post about replacing standups with async video..."

Input:

  • Prospect: Mike Johnson, CTO at FinanceApp
  • Research: Company just raised Series B, hiring heavily for engineering
  • Angle: We help scale engineering teams

Output:

Prospect: Mike Johnson at FinanceApp
Hook: Recent Series B and engineering hiring surge

Subject Line Options:

1. "Scaling after Series B" - References their stage
2. "Your engineering growth" - Direct to his priority
3. "FinanceApp's next 10 engineers" - Specific and company-focused

Recommended: #2 because it speaks to his direct responsibility

Full Email Preview:
Subject: Your engineering growth
Preview text hint: "Congrats on the Series B - saw you're hiring 15+ engineers..."

Anti-Patterns

Don't:

  • "Quick question" (too generic)
  • "Can we chat?" (no value)
  • "I'd love to..." (self-focused)
  • "[Company] + [Your Company]" (feels salesy)
  • ALL CAPS or excessive punctuation

Do:

  • Reference their world, not yours
  • Be specific to THIS person
  • Create curiosity without clickbait
  • Sound like a human, not a marketer

Related Skills

  • /linkedin-posts-summary - Find content to reference
  • /recent-news - Company news for hooks
  • /email-opening-line - What comes after subject
  • /role-focus - Role-specific angles

Examples are illustrative. Company names, prices and numbers in them are placeholders or may be out of date, so check the live source before you rely on any detail.

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.

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