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The System I Run After Watching Anthropic's Team Demo Their Internal Framework

Every move I use on every serious prompt. Non-technical, copy-paste templates, no code required.

  • The 6 levers every good prompt pulls (beginners pull 1, experts pull all 6)
  • The XML tag skeleton that turns Claude from chatty to precise
  • 5 multipliers that compound output quality on every prompt
  • The compounding system: rules files, template library, weekly review

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The full prompt system I built after watching Anthropic's own team demo their framework, with the exact template I paste at the top of every serious conversation.

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A look inside

What's inside

01

What You'll Learn

The 6 levers every good prompt pulls, in the order to stack them The XML tag skeleton that upgrades every prompt 5 multipliers that compound quality (chaining, self grading, reasons, perspectives, meta prompting) The compounding system: rules files, templates, and the weekly revi

02

Why Most Prompts Suck

Typing prompts like you are texting a friend ("Write me a script about AI for small business owners") gets you word soup.

03

The 6 Levers Every Good Prompt Pulls

Think of a prompt as a control panel.

About the author

Cooper Simson

Founder of Actionable AI. 30,000+ operators read the newsletter.

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