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Creatorv2.1L4 Semantic FrameworkUpdated Apr 2026

Video Production Framework

Scripts, storyboards, and production docs — AI-accelerated video

4.8(223 reviews)3.4K installs38 prompts5 stagesCreator
GPT-4Claude

Video Production Framework encodes professional video producer, scriptwriter, and YouTube strategist patterns into prompt sequences that generate complete video production packages. From hook engineering to thumbnail concepts, every prompt accelerates the most time-consuming parts of video production.

Full Access Unlocked

All 38 prompts · All 4 modules

30-day money-back guarantee
Secure checkout via Stripe
Lifetime updates (currently v2.1)
Instant delivery after purchase

"The hook engineering framework changed my channel. CTR went from 3.2% to 7.8% after I started using ..."

Jordan K. · YouTube Creator

Need expert implementation?

Hire an Orchestrator

Connect with a certified Prompt.Doctor Orchestrator to deploy this framework for you.

How to use this framework

No coding required. You will use ChatGPT or Claude as your AI tool. Follow these steps in order — do not skip ahead.

1

Purchase & download the framework

Click the buy button on this page. After checkout, go to the and hit Download .zip. Unzip it — you'll get a .md file (the full framework) and a .pdf (easy to read reference). Keep both open.

2

Open your project — new or existing

This dashboard is designed to integrate into any existing project or be built as a standalone app. If you already have a site in Airo (or Cursor, Bolt, etc.), open that project. If you're starting fresh, create a new project. The Orchestrator Prompt handles both cases — it scans what's already there and adds only what's missing.

3

Paste the Orchestrator Prompt into your builder's chat

Open the on this page. Copy the Orchestrator Prompt and paste it into your AI builder's chat. It will scaffold the full admin system — secure login, email marketing module, booking engine, and CMS — on top of your existing codebase. This takes 2–5 minutes.

4

Add your API keys as secrets

Critical — Novice Users

In your builder, go to Settings → Secrets and add the keys your app needs. For this framework: STRIPE_SECRET_KEY (for booking payments — get it from your Stripe dashboard), ANTHROPIC_API_KEY (for AI-assisted content — get it from console.anthropic.com), and DATABASE_URL (your MySQL connection string). No key is needed for the admin login, CMS, or email modules — those run on your existing infrastructure.

Don't have a MySQL server?

You can purchase a shared hosting plan with cPanel and MySQL at host.esgwon.dev. Once your account is set up, follow the step-by-step guide to create your database and connect it to your AI website builder.

How to set up cPanel MySQL & connect to your AI website →

Need help with Stripe?

Get your STRIPE_SECRET_KEY and STRIPE_PUBLISHABLE_KEY from your Stripe dashboard. The guide covers test keys, webhook setup, and going live.

Stripe API keys — setup & testing guide →

Need help with Anthropic?

Get your ANTHROPIC_API_KEY from console.anthropic.com. The guide covers model selection, cost management, and troubleshooting.

Anthropic API key — setup & model guide →

Prompting Airo after setup — always name the file

When asking Airo to add tables, columns, or features to the admin dashboard, always include src/server/lib/admin-db.ts in your prompt. Without it, Airo may target the wrong database. Example: "Add a bookings table in the admin database (src/server/lib/admin-db.ts) — do not touch any other database connection in this project."

See safe prompting examples →
5

Run the framework prompts inside your live app

Your app is now running in the builder's preview panel. Open the on this page, copy each prompt one at a time, and paste it into your builder's chat. Replace every [BRACKET] with your real data before sending. Work through the stages in order — each stage output feeds the next.

6

Test end-to-end, then publish or hand off to your client

Walk through the admin as a real user: log in, create a booking, send a test email campaign, update a CMS image, and run the Safe-to-Publish gate. Once everything passes, click Publish in your builder. Because this is a white-label dashboard, your client accesses it at /admin on their own domain — no Prompt.Doctor branding, no third-party login required.

Who is this for?

YouTube creators scaling content production
Video marketers producing brand content
Course creators building video curriculum
Agencies producing client video campaigns

Everything you get

38 production-ready prompts across 5 workflow stages
Video script system (hook, body, CTA structure)
Hook engineering framework (15 hook formulas)
Shot list generator (A-roll + B-roll breakdown)
Storyboard notes system (visual direction per scene)
B-roll planning prompts (stock + original footage)
Thumbnail concept generator (3 concepts per video)
YouTube SEO brief (title, description, tags, chapters)
Lifetime updates — currently on v2.1

What's Inside

4 modules · 38 prompts · 5 workflow stages

Modules(4 total)

Script Writing System

Full video script generation: hook (first 30 seconds), body (structured argument or story), and CTA. Includes pacing notes and on-screen text suggestions.

9 prompts

Hook Engineering Framework

15 proven hook formulas with templates: curiosity gap, bold claim, story open, contrarian take, result-first, and more. Generate 5 hook variants per video.

7 prompts

Production Planning System

Shot list generation, storyboard notes, B-roll planning guide, and location/prop requirements from a completed script.

9 prompts

Distribution & SEO System

YouTube title optimization (5 variants), description with keyword placement, tag strategy, chapter markers, and thumbnail concept briefs.

13 prompts
Sample Prompts(38 total)
Video Hook Generator·Claude

Generate 5 different hooks for a YouTube video about [TOPIC]. Target audience: [DESCRIBE]. Video goal: [INFORM/ENTERTAIN/CONVERT]. Each hook must be under 30 seconds when spoken at a natural pace (~75 words). Use these 5 different formulas: (1) Curiosity gap ("Most people don't know that..."), (2) Bold contrarian claim, (3) Story open (drop into a specific moment), (4) Result-first ("In this video, you'll learn exactly how to [SPECIFIC OUTCOME]"), (5) Problem agitation (describe the pain before the solution). Rate each hook 1-10 for click-through potential and explain why.

YouTube SEO Brief·GPT-4

Create a complete YouTube SEO brief for a video about [TOPIC]. Include: (1) 5 title options (under 60 characters, include primary keyword, create curiosity or promise value), (2) Description (first 2 lines must hook without "more" click, include primary keyword in first sentence, 3-5 paragraphs, natural keyword placement), (3) 15 tags (mix of broad and specific), (4) Chapter markers (timestamps based on this outline: [PASTE OUTLINE]), (5) Thumbnail text options (under 4 words, high contrast). Primary keyword: [KEYWORD]. Secondary keywords: [LIST].

Shot List·Claude

Generate a shot list for the following video script: [PASTE SCRIPT]. For each scene, provide: Shot number, Shot type (wide/medium/close-up/extreme close-up/over-shoulder), Camera movement (static/pan/tilt/dolly/handheld), Subject and action, Duration (seconds), A-roll or B-roll designation, Location/setting, Props or equipment needed, Notes for the editor. Format as a table. Flag any shots that require special equipment or multiple takes.

Workflow Architecture(5 stages)

system

9 prompts

Stage 1

prompts

7 prompts

Stage 2

workflow

9 prompts

Stage 3

architecture

13 prompts

Stage 4

Everything included

Video script system
Hook engineering framework
Shot list generator
Storyboard notes system
B-roll planning prompts
Thumbnail concept generator
YouTube SEO brief
Full Access Unlocked

What builders say

"The hook engineering framework changed my channel. CTR went from 3.2% to 7.8% after I started using the 5-hook system for every video."

JK

Jordan K.

YouTube Creator

"The shot list generator saves me 2 hours of pre-production per video. I paste the script and get a production-ready shot list in minutes."

MT

Mia T.

Video Producer

You have full access

All 38 prompts across 4 modules are unlocked for your account.

$109$169

Lifetime access