The AI Harness Playbook

Pay your acquisition cost.Getthe playbook.

How we run Cursor and Claude on the work. Not a pile of prompts.

What’s included

  • Six skills that tell the model what to do first
  • How to route the job so it stops inventing a plan
  • Works in Cursor, ChatGPT, Claude, or Codex

Your CPA

The playbook is yours. Just pay the cost it took to get you here.

$0.00

The AI Harness Playbook

The same playbooks we used at

  • Lyft
  • Clever
  • Imagine Learning
  • $5.2M

    Incremental revenueLyft

  • Patient growthPrivate equity healthcare

  • 2,040%

    ROASImagine Learning

What people sayabout the operator.

This team clearly demonstrates a bias for action. Going from idea to execution in under two weeks to increase driver tips was outstanding.

Siddharth P.·EVP Marketplace, Lyft

We always seek out this team’s advice on how to best communicate new experiences. They identified a novel comms approach that led to a stat sig lift in Driver Hours.

Will S.·Product Manager, Lyft

Works fast. Always delivered, even on short timelines. Brought great ideas to our messaging and made our team stand out. Highly recommend for digital marketing smarts and efficiency.

Pierre M.·Engineering Manager

He seriously is a wizard.

Brodie Olson·Director, Aux Insights
Why Levered

This is the playbook our operator ranas the Head of Growth.

Ten years on the work. Then that judgment went into files your AI can read. Six skills. The model uses the same framework instead of inventing a plan.

Add it to your AI

Cursor, ChatGPT, Claude,or Codex.

Drop the six folders into .cursor/skills/. Describe the job. The model reads the matching skill before it touches tools.

Add it to the stack

Diagnose. Measure. Iterate. Say no. Ship.

Six folders

Drop them into .cursor/skills/. The model reads the matching skill first.

For you

You already have Cursor, ChatGPT, Claude, or Codex. The answers are generic. You want the machine to diagnose, say no, and ship the next measured move.

Not for you

You want a pack of ChatGPT prompts.

Methodology

Process

The model is not the operator. The files you give it are.

  1. 01

    Skills, not chats

    A skill tells the model what to do first, what not to do, and what done looks like.

  2. 02

    Route the job

    The model reads the matching skill before it touches tools. That is the harness.

  3. 03

    Keep the juice

    You get six operator skills. The same files we use on the work.

What’s inside

Six skills.

Drop the six folders into .cursor/skills/. Then describe the job. The model should read the skill before it acts.

  1. 01

    Diagnose

  2. 02

    Measure

  3. 03

    Iterate

  4. 04

    Say no

  5. 05

    Ship

Growth Diagnosis. Tracking baseline. Paid search 48-hour loop. Landing page spec. Safe scaling. Next move.

Questions

FAQ

What does pay your CPA mean?

CPA is cost per acquisition. The playbook is yours. You just pay the cost it took to get you here.

What do I actually get?

How to harness Cursor, ChatGPT, Claude, or Codex for marketing work, plus six skills you drop into your AI.

What do I do with it?

Drop the six folders into .cursor/skills/. Then describe the job. The model should read the skill before it acts.

Get the playbook.

Your CPA

The playbook is yours. Just pay the cost it took to get you here.

$0.00