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.agent/skills/viral-topic-generator/README.md

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+# 🎬 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
+```bash
+# 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
+
+1. **🔍 Video Analysis**
+   - Extracts script structure patterns
+   - Analyzes narrative rhythm and pacing
+   - Identifies educational logic frameworks
+
+2. **🎬 Content Generation**
+   - Creates 5 original topic concepts
+   - Provides detailed content outlines
+   - Includes viral element strategies
+
+3. **📈 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!