AI Creator Cheat Sheet Desk

Prompt, hook, caption, and production workflow blocks.

A practical desk for creators who use AI tools but still need structure: context-rich prompts, hook patterns, shorts workflows, and QA checklists.

Prompt Context Composer

Role

Tone

Task

Audience

Output format

Must include

Constraints / avoid

Prompt formula cheat sheet

Role + Task + Context

“Act as [role]. Create [output] for [audience]. Context: …”

Rules + Examples

Add constraints, banned phrases, examples, and desired structure.

Critique pass

Ask the model to identify weak hooks, vague claims, and missing proof.

Format lock

Specify exact headings, row names, or JSON fields to reduce messy output.

Hook Pattern Generator

Topic

Audience

Style

Shorts Workflow Builder

Platform

Length

Asset type

Plan month

Creator QA Checklist

0/0 complete

First 2 seconds create curiosity or clear value. Caption line length is readable on mobile. BGM does not overpower voiceover. CTA is one action, not three actions. Claims are not exaggerated or misleading. Export file name includes platform and version.

Bridge to existing tools

This page should link naturally to Caption Lab, Audio Lab, Thumbnail Readability, and Prompt Tools when integrated into the full site.

Caption Quality CheckerAudio BGM FitterPrompt Context InjectorMarketing Calendar