AI OPERATOR STARTER PACK
Stop blaming the model.
A small, deliberate pack for people who want to run AI tools properly. Three lessons, four exercises, a reference card, ten prompts. One zip you keep on your desk forever.
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We're polishing the final PDFs. Drop your email and you'll be the first to know when it ships — plus a one-time founder price of £9 instead of the standard £12. No spam. Cancel any time.
What's in the pack
1. The three lessons (PDF)
What Is a Harness?, What Is a Transformer?, and Model Layers Explained — retypeset as one clean reading object with a cover and contents page.
2. The Operator Worksheet
Four exercises: harness audit, regression diary, prompt failure taxonomy, and a "before you ship" checklist.
3. The Harness Reference Card
One printable A5 page. Three-layer diagram on the front, five harness failure modes on the back. Built for the wall by your monitor.
4. The Operator Prompt Kit
Ten deliberate prompts for Claude, ChatGPT, and Gemini — each with the operator reasoning, not just the text. No 500-prompt megalists.
Who this is for
- People moving from "AI user" to "AI operator".
- Teams who want every member to share the same mental model before picking tools.
- Consultants who need a clean reference to hand to clients.
- Writers and researchers who want to stop blaming the model for harness behaviour.
Who this is not for
- People who want a 12-week course.
- People who want the maths behind transformers — this is operator material, not engineering.
- People who want a 500-prompt "prompt engineering" bundle — this pack is deliberately small.
Personal learning use. Teams should buy one per person. Refunds within 14 days, no questions.