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video-caption-creation

Generate on-screen text hooks for short-form video clips from podcast transcripts.

9|2|Updated Feb 4, 2026
Search Tags:#short-form video#video hooks#caption creation#complementarity principle#podcast clips#on-screen text
One-click install
npx skills add https://github.com/cdeistopened/content-os --skill video-caption-creation
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: video-caption-creation
Source: https://github.com/cdeistopened/content-os/tree/main/skills/video/video-caption-creation
Command: npx skills add https://github.com/cdeistopened/content-os --skill video-caption-creation

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill solves the problem of creating engaging on-screen text for short-form videos that capture viewer attention and drive retention, by ensuring the text complements rather than repeats the audio.

Core Features & Use Cases

  • Complementarity Principle: Generates text that adds context or creates curiosity, rather than just labeling the audio.
  • Hook Variety: Provides options across different lengths (punchy, statement, narrative) and frameworks (Question→Answer, Problem→Solution, etc.).
  • Podcast Clip Workflow: Streamlines hook generation for repurposing audio content into short-form video.
  • Use Case: Transform a compelling moment from a podcast episode into a scroll-stopping video clip by generating text hooks that make viewers curious about the audio that follows.

Quick Start

Generate three on-screen hook options for the provided podcast clip transcript.

Frequently Asked Questions about video-caption-creation

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I create on-screen text hooks for short-form video clips?▼

To create on-screen text hooks for short-form video, generate multiple text options across varied lengths and proven frameworks that add context and curiosity to your audio content.

What is the Complementarity Principle for video caption creation?▼

The Complementarity Principle in video caption creation ensures your on-screen text adds context or creates curiosity, rather than simply repeating or labeling the audio track.

How do I repurpose podcast clips into engaging short-form videos?▼

Repurpose podcast clips by generating text hooks that make viewers curious about the audio, streamlining the workflow of transforming compelling audio moments into scroll-stopping short-form videos.

What hook frameworks work best for short-form video text?▼

Effective short-form video text frameworks include Question→Answer and Problem→Solution patterns, providing variety through punchy, statement, and narrative lengths to maximize viewer retention.

Why does my video text repeat the audio instead of adding context?▼

Video text repeats audio when it labels content rather than applying the Complementarity Principle, which generates hooks designed specifically to add context and drive viewer curiosity.

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