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video-generation

Generate videos from JSON prompts and reference images via Python script.

Updated Mar 8, 2026
Search Tags:#prompt engineering#content creation#video generation#script execution#aigc
One-click install
npx skills add https://github.com/gman-robotics/gmr-deerflow --skill video-generation-gman-robotics
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: video-generation
Source: https://github.com/gman-robotics/gmr-deerflow/tree/main/skills/public/video-generation
Command: npx skills add https://github.com/gman-robotics/gmr-deerflow --skill video-generation-gman-robotics

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This skill automates the creation of videos from detailed text prompts, allowing users to generate visual content without complex video editing software.

Core Features & Use Cases

  • Structured Prompting: Generates videos based on detailed JSON prompts that define content, style, and technical specifications.
  • Reference Image Guidance: Supports the use of reference images to guide the video generation process, ensuring visual consistency or specific framing.
  • Automated Script Execution: Leverages a Python script to handle the entire video generation workflow, from prompt processing to output file creation.
  • Use Case: Generate a short animated explainer video for a new product feature based on a textual description and a sample product screenshot.

Quick Start

Use the video-generation skill to create a video about a futuristic city skyline using a detailed prompt file and a reference image.

Frequently Asked Questions about video-generation

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

FAQPage Schema
How do I generate a video from a text prompt?▼

To generate a video from a text prompt, you create a detailed JSON prompt file specifying content, style, and aspect ratio, which an automated Python script processes to output the final video file.

Can I use reference images to guide video generation?▼

Yes, video generation supports optional reference images to guide the process, ensuring visual consistency or specific framing based on the provided image alongside your JSON prompt file.

What is structured prompting for AIGC video creation?▼

Structured prompting for AIGC video creation involves defining content descriptions, style preferences, and technical specifications like aspect ratio within a JSON file to automate visual content generation.

Do I need a JSON prompt file for automated script execution?▼

Yes, a JSON prompt file is required for automated script execution, as it contains the detailed content descriptions and technical specifications needed to generate the video.

How do I create a short animated explainer video from a screenshot?▼

You can create a short animated explainer video by providing a textual description in a JSON prompt file and using the product screenshot as a reference image to guide the generation workflow.

What are the limitations of automated video generation?▼

Automated video generation relies entirely on the structured JSON prompt and optional reference images provided, meaning output quality depends on prompt engineering precision and cannot edit existing video files.

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