初始化

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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!
--- a/.agent/skills/viral-topic-generator/SKILL.md
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+---
+name: viral-topic-generator
+description: Analyzes reference videos to extract script structure, narrative rhythm, and educational logic, then generates 5 viral science communication video topics in similar style. Use when users want to create content based on successful video examples.
+argument-hint: [video-url]
+user-invocable: true
+---
+
+# 🎬 Viral Topic Generator - Video Content Analysis & Planning
+
+Analyze reference video: $ARGUMENTS and generate strategic content plans.
+
+## 📋 Analysis Workflow
+
+### Step 1: Video Information Extraction
+1. **Basic Video Data**
+   - Title, description, duration
+   - Platform and performance metrics
+   - Target audience positioning
+
+### Step 2: Deep Content Analysis
+2. **Script Structure Analysis**
+   - Hook design (first 3 seconds)
+   - Main content architecture (problem → explanation → examples → conclusion)
+   - Ending design (summary + engagement triggers)
+   - Transition techniques and pacing control
+
+3. **Narrative Rhythm Analysis**
+   - Information density distribution
+   - Emotional arc and peaks
+   - Key moment timing allocation
+   - Visual element synchronization
+
+4. **Educational Logic Analysis**
+   - Knowledge hierarchy structure
+   - Complex concept simplification methods
+   - Analogies and metaphors usage
+   - Interactive question design
+   - Memory reinforcement techniques
+
+### Step 3: Style Pattern Extraction
+5. **Expression Style Features**
+   - Language style (formal/casual/humorous/technical)
+   - Technical terminology density
+   - Interaction preferences
+   - Visual presentation characteristics
+
+### Step 4: Topic Generation
+6. **Generate 5 New Topics**
+
+   For each topic provide:
+
+   **📺 Topic Title**: Eye-catching headline
+
+   **🎯 Target Audience**: Precise audience profile
+
+   **⏱️ Estimated Duration**: Recommended video length
+
+   **📖 Content Outline**:
+   - Hook opening (0-3 seconds)
+   - Problem introduction (3-15 seconds)
+   - Core content (15 seconds - 80% of duration)
+   - Summary & conclusion (last 20%)
+
+   **🔥 Viral Elements**:
+   - Controversy/curiosity triggers
+   - Engagement strategies
+   - Memory hooks design
+   - Shareability motivations
+
+   **📊 Performance Prediction**: Data expectations based on reference style
+
+   **🎨 Production Recommendations**:
+   - Key visual elements
+   - Pacing control points
+   - Interaction design suggestions
+
+## 📈 Output Format
+
+```
+# 📺 Viral Topic Analysis Report
+
+## 🔍 Reference Video Analysis
+[Detailed analysis content]
+
+## 🎬 Generated Topics (5 Total)
+
+### Topic 1: [Title]
+**Target Audience**: xxx
+**Estimated Duration**: xxx
+**Content Outline**:
+- Hook opening: xxx
+- Problem introduction: xxx
+- Core content: xxx
+- Summary & conclusion: xxx
+
+**Viral Elements**: xxx
+**Performance Prediction**: xxx
+**Production Recommendations**: xxx
+
+---
+[Other 4 topics in same format]
+```
+
+## 🎯 Core Principles
+
+1. **Preserve Success DNA**: Inherit core success factors from reference video
+2. **Differentiated Innovation**: Innovate content while maintaining proven style elements
+3. **Audience-Centric**: Ensure topics match target audience interests and comprehension level
+4. **Actionable Guidance**: Provide specific, executable production instructions
+5. **Viral Potential**: Each topic must contain elements for viral spread
+
+## 🛠️ Tool Requirements
+
+For optimal performance, this skill works best with agents that can:
+- Fetch web content from video URLs
+- Search for additional context and data
+- Read and analyze video transcripts or descriptions
+- Generate structured content output
+
+## 📝 Usage Notes
+
+- Supports major video platforms: YouTube, Bilibili, TikTok, etc.
+- Works with both English and Chinese content
+- Optimized for science communication and educational content
+- Generates platform-agnostic content that can be adapted for different social media
+
+Begin analysis of reference video and strategic topic generation...