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Script OS

Know where you'll lose viewers before you start recording.

Script OS generates a full AI-written script from your hook — then maps every section to a AI-estimated retention score. Fix weak spots in your script, not in the edit.

In shortScript OS turns a hook, topic and target duration into a full structured YouTube script: cold open, value sections, pattern interrupts and a call to action. It then gives every section a AI-estimated retention score and flags weak ones with fixes, so creators repair the script before recording rather than after publishing.

The pipeline

Hook → Script → Retention Map

  1. 01

    Hook

    Start with your Hook Lab output or enter your own. Script OS uses the hook as the structural anchor for the entire script.

  2. 02

    Script

    AI generates a full structured script: hook, cold open, main value sections, pattern interrupts, and a CTA — calibrated to your topic and target duration.

  3. 03

    Retention Map

    Each section of the script is overlaid with a AI-estimated retention score. Weak sections are flagged with specific recommendations before you hit record.

Retention mapping

Every section gets a retention score

Script OS scores each section 0–100 based on pacing, information density, hook strength, and pattern interrupt placement. Sections below 75 are flagged with specific fix recommendations.

Example retention map — "How I Got 1M Views in 30 Days"

Hook (0–15s)
94
Cold Open (15–60s)
87
Section 1: The Problem
82
Section 2: The Framework
91
Section 3: Step-by-Step
68⚠ Weak
Pattern Interrupt
88
CTA + Close
77

⚠ Section 3 flagged: Retention risk at 68

Recommendation: This section is too dense. Break into 2 shorter sections with a pattern interrupt between them. Consider adding a visual example at the 8-minute mark.

Why it matters

Why retention mapping before recording matters

Most creators identify retention problems in YouTube Analytics — after the video is published and getting mediocre watch time. By then, the algorithm has already deprioritized it.

Script OS shifts the intervention to pre-production. Fix the structural weak spots before you spend hours recording and editing, and watching your average view duration suffer.

What's included

Everything in Script OS

  • Full script from hook + topic + duration
  • Structured: hook → cold open → sections → CTA
  • Retention score per section (0–100)
  • Weak section detection + fix recommendations
  • Script history
  • Pattern interrupt suggestions
  • Integrates with Hook Lab output
  • Export to Notion (once connected) or plain text

FAQ

Script OS questions, answered

What does Script OS do?

Script OS writes a full structured YouTube script from your hook, topic and target duration, then gives every section a AI-estimated retention score from 0 to 100 and flags weak sections with fix recommendations.

How does Script OS use Hook Lab?

You can start from a Hook Lab hook or enter your own. Script OS uses the hook as the structural anchor for the whole script.

Which sections does a script include?

A script includes the hook, a cold open, main value sections, pattern interrupts and a CTA, calibrated to your topic and target duration.

Which plan includes Script OS?

Script OS is included in all paid plans. See the pricing page for plan limits and the Lifetime Deal.

When can I use Script OS?

Lifetime Deal members get access first, expected by 15 November 2026. If you buy after access has opened, you do not wait for a waitlist batch: your invite is emailed within one business day after we confirm your payment. Joining the waitlist is free. Invites go out in weekly batches, in queue order from December 2026. When you are invited you can subscribe at standard rates. Public launch comes after the waitlist batches finish, currently aimed at January 2027, on a date we will announce.

Write better videos. Faster.

Lifetime Deal members get access first, expected by 15 November 2026. Joining the waitlist is free; invites go out in weekly batches from December 2026, and invitees subscribe at standard rates.