🎬 Viral Topic Generator for Google Antigravity

📖 Overview

This Agent Skill analyzes video content to extract successful patterns and generates viral science communication topics. Compatible with Google Antigravity and other AI coding assistants supporting the Agent Skills standard.

🚀 Installation & Usage

Installation

This skill is located in .agent/skills/viral-topic-generator/ for workspace-specific use, or can be installed globally to ~/.gemini/antigravity/skills/viral-topic-generator/.

Usage in Antigravity

# Direct invocation
/viral-topic-generator [video-url]

# Natural language trigger
"Analyze this video and generate similar topics: [video-url]"

🎯 Compatibility

Supported Platforms

✅ Google Antigravity
✅ Claude Code
✅ Cursor
✅ GitHub Copilot
✅ Gemini CLI
✅ Other Agent Skills-compatible tools

Video Platforms

✅ YouTube
✅ Bilibili
✅ TikTok/Douyin
✅ Instagram Reels
✅ LinkedIn Video
✅ Other mainstream platforms

📊 What This Skill Does

🔍 Video Analysis
- Extracts script structure patterns
- Analyzes narrative rhythm and pacing
- Identifies educational logic frameworks
🎬 Content Generation
- Creates 5 original topic concepts
- Provides detailed content outlines
- Includes viral element strategies
📈 Strategic Insights
- Performance predictions
- Platform adaptation suggestions
- Production recommendations

💡 Best Practices

Choosing Reference Videos

Select high-performing content (10K+ views recommended)
Focus on educational/science communication content
Choose videos with clear structure and good engagement

Using Generated Topics

Adapt topics to your expertise area
Customize for your target platform
Maintain authenticity while applying proven structures

🔄 Follow-up Prompts

After generating topics, try:

"Expand topic #2 into a full script"
"Adapt these topics for TikTok format"
"How can I test these topics' viral potential?"
"Create a content calendar using these topics"

📁 File Structure

.agent/skills/viral-topic-generator/
├── SKILL.md      # Main skill definition
└── README.md     # This usage guide

🌟 Agent Skills Standard

This skill follows the open Agent Skills standard, making it portable across different AI development environments. The SKILL.md format uses YAML frontmatter for metadata and markdown for instructions.

🤝 Contributing

This skill can be enhanced with:

Platform-specific analysis features
Multi-language support improvements
Advanced viral prediction algorithms
Integration with analytics APIs

Ready to create viral science content? Load this skill and start analyzing successful videos to fuel your content strategy!