actionable ai

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Saving Reels Is Pointless Unless You Use This One Claude Hack. Here Is The System Behind 77K Followers In 3 Months.

The architecture, the decision framework, and the playbook overview behind the system that flips every Instagram save into a piece of original content. Enough detail for ambitious builders to figure it out themselves. The full prompts + code live in the Actionable AI community.

  • The 3-component architecture, IG saves puller, Notion writer, scheduler, what each does and why each matters
  • The Notion schema philosophy, the 10 fields that turn your saves into a strategic intelligence layer at month 6
  • The scheduler logic, when to run, why twice a day, and the state pattern that keeps it idempotent
  • The '1 save → 5 scripts' workflow, the structural beats Claude follows to turn any saved post into filming-ready scripts in YOUR voice
  • The DIY skill checklist + failure modes to expect, enough to build it yourself in a weekend if you're technical

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The system behind 0 → 77K followers in 3 months. Architecture overview, Notion schema philosophy, scheduler logic, and the workflow that turns 1 saved post into 5 filming-ready scripts. Enough for ambitious builders. The full prompts + code are in the Actionable AI community.

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A look inside

What's inside

01

What You'll Learn

The 3-component architecture (IG saves puller, Notion writer, scheduler): what each does, why each matters, and how they fit together The Notion schema philosophy: the 10 fields that turn raw saves into a strategic intelligence layer at month 6 The scheduler logic: when to run, w

02

The 3-Component Architecture

The system has three components.

03

How The Components Fit Together

The flow is linear.

About the author

Cooper Simson

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

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