Your AI-powered content factory for automated short-form videos. Transform ideas into engaging social media content with advanced style transfer, smart asset management, and multi-platform optimization. Built on ShortGPT's foundation with enhanced features for the modern content creator.
git clone https://github.com/realwarpie/shortfactory.gitShortfactory is an AI-powered content factory that automates the creation of short-form videos for social media platforms. It leverages advanced style transfer and smart asset management to transform ideas into engaging content efficiently. The skill is built on ShortGPT's foundation and includes multi-platform optimization features designed for modern content creators who need to produce videos at scale.
["Define your core idea: Start with a clear concept for the video (e.g., product demo, tutorial, meme, or story). Specify the platform (TikTok, Instagram Reels, YouTube Shorts) and target audience to tailor the content style.","Gather and organize assets: Collect all visual elements (images, clips, logos) and text snippets (captions, hashtags) you want to include. Upload them to your ShortGPT or Together Video Chat workspace for easy access.","Customize the prompt: Use the provided template to generate the video. Replace placeholders like [DURATION], [STYLE], and [ASSETS] with your specific requirements. Adjust the style transfer reference (e.g., 'mimic the aesthetic of a 1980s VHS tape') for a unique look.","Generate and refine: Run the prompt in your AI tool to create the initial draft. Review the output for coherence, pacing, and alignment with your brand. Use the tool’s editing features (e.g., Together Video Chat’s in-call games or ShortGPT’s asset management) to tweak timing, add effects, or adjust captions.","Export and optimize: Once satisfied, export the video in the platform’s recommended format (e.g., 9:16 for TikTok). Add platform-specific optimizations like hashtags, captions, and a thumbnail. Schedule the post using your social media management tool (e.g., Buffer or Hootsuite) for optimal timing."]
Rapidly generate multiple short-form videos from a single content idea
Apply consistent visual styles across video assets using style transfer
Optimize and distribute videos across multiple social media platforms simultaneously
Automate asset management for video production workflows
No install command available. Check the GitHub repository for manual installation instructions.
git clone https://github.com/realwarpie/shortfactoryCopy the install command above and run it in your terminal.
Launch Claude Code, Cursor, or your preferred AI coding agent.
Use the prompt template or examples below to test the skill.
Adapt the skill to your specific use case and workflow.
Generate a [DURATION]-second short-form video for [PLATFORM] based on the following concept: [IDEA]. Use a [STYLE] aesthetic (e.g., cinematic, retro, futuristic) and incorporate these assets: [ASSETS]. Optimize for [TARGET_AUDIENCE] with captions in [LANGUAGE]. Include a strong hook in the first 3 seconds and a clear call-to-action at the end. Style transfer should mimic [REFERENCE_VIDEO_OR_STYLE].
Here’s a 15-second TikTok video concept for a fictional eco-friendly brand called 'GreenThread' promoting their new reusable water bottles. The video uses a cinematic, nature-inspired aesthetic with a soft green and earthy color palette. It opens with a close-up of a hand unscrewing a plastic water bottle, followed by a slow-motion shot of water pouring into the GreenThread bottle, which glows subtly. The text overlay reads: 'Plastic-free hydration starts here 🌿' in a clean, sans-serif font. The middle section features quick cuts of the bottle in various outdoor settings (hiking, beach, park) with the brand logo subtly animated in the corner. The video ends with a call-to-action: 'Scan to save 20% this week!' and a QR code appearing on screen. The style transfer mimics the warm, organic tones of a National Geographic documentary, with a slight film grain effect for texture. The captions are in English, and the video is optimized for TikTok’s vertical format (9:16 aspect ratio). Background music is a light acoustic track with a subtle beat drop at the 12-second mark to maintain engagement.
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