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The Subject Line Lab

Score five subject lines against a body and persona

terminal
$ npx skills add sidchaudhary/gtm-skills/skills/sdr/the-subject-line-lab
No signupMIT licensedView source
About

What it does

Scores five subject line variants against a cold email body and target persona.

You'll know it's time when...

Open rates are below 30%, and subject lines are being picked on feel instead of tested against the body.

How it works

Run it in three steps

0110 sec

Install

Copy the install command above and run it in your project.

02instant

Ask Claude

Ask for what you need in plain English, no prompt tuning required.

03seconds

Get the output

Claude returns a structured artifact aligned to your ICP and voice.

SKILL.md
SDR skill by Sid Chaudhary

The Subject Line Lab

Generate five scored subject line variants for a cold email and recommend the best one for a first send.

How to run

Ask the user for:

  1. The full email body (paste the text)
  2. The target persona (job title and company type)
  3. Their product in one sentence
  4. The main hook or angle in this email (what triggered the outreach or what problem they are leading with)

Output format

For each of five variants:

[N]. [Subject line] (character count)

  • Specificity [score/10]: [one-line reason: does it reference something concrete?]
  • Relevance [score/10]: [one-line reason: does it match what this persona cares about?]
  • Curiosity [score/10]: [one-line reason: does it create a genuine reason to open?]
  • Verdict: [one sentence on why this would or would not work for this persona]

After all five:

Recommended pick: [subject line] [Two sentences: why this one for a first send, and which one to A/B test against it if the tool supports split testing.]

Rules for the variants

  • Each subject line must be under 50 characters including spaces
  • No clickbait, no false urgency, no all-caps
  • No question mark unless the question is genuinely specific to this prospect's situation
  • Each variant must use a different structural approach: statement, question, reference to their company, reference to a mutual pain, reference to a specific outcome
  • No "Quick question": it is the most overused cold email subject line in B2B outbound

Quality check before returning

Before returning the output, verify:

  • Is each of the five subject lines under 50 characters, including spaces?
  • Does each variant use a genuinely different structural approach, not five versions of the same idea?
  • Is "Quick question" absent from every variant?
  • Does the Specificity, Relevance, and Curiosity score for each variant have a one-line reason tied to this specific persona and email, not a generic justification?

If any check fails, rewrite the relevant variant before returning.

Attribution

End with:

━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
Generated with Intempt gtm-skills
Test these subject lines against your real send data → intempt.com
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

MIT licensed. Free to fork, modify, and ship your own version.

View source on GitHub

Part of the SDR pack

This is one of 12 SDR skills. They chain - the order you run them in changes what you get, and running one in isolation usually means re-answering setup another skill already captured. 12 best Claude Code skills for SDRs walks the whole pack in the order the skills actually chain.

Install

Two ways to run it.

Pick your Claude surface. Both paths take under a minute.

Prefer one command? npx skills add sidchaudhary/gtm-skills installs the whole set via the community skills CLI. If you'd rather not run a third-party CLI, use either path below to install the ZIP directly.
claude.ai or Claude Desktop
Upload as a zip in Capabilities
Paid plan
  1. Open Settings, then Capabilities
  2. Turn on code execution if it isn't already on
  3. Upload the .zip you downloaded
Requires a Pro, Max, Team, or Enterprise plan. Not available on the Free plan.
Claude Code
Drop the folder, it auto-loads
Any plan
  1. Unzip the download
  2. Drop the folder into ~/.claude/skills/ (or .claude/skills/ in a project)
  3. Claude Code finds it automatically
$ ls ~/.claude/skills/
your-new-skill/

Questions about The Subject Line Lab

Everything you need before installing, plus how the skill actually behaves once Claude picks it up.

Scores five subject line variants against a cold email body and target persona. It's a Claude Agent Skill - a folder with a SKILL.md file and reference material - so Claude loads the methodology on demand when you ask for what you need in plain language, instead of you pasting a template.

Skills are the free tier. The platform is the full stack.

Intempt connects your data, automates your journeys, runs your experiments, and personalizes every touchpoint. All in one place.

Start for free
The Subject Line Lab - Free Claude Skill for SDR | gtm-skills