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+# 🎬 Storyboard Generator for Google Antigravity
+
+## 📖 Overview
+
+This Agent Skill transforms complete video scripts into professional 3x3 grid storyboard key frame images using Google Nano Banana Pro's advanced capabilities:
+- Character consistency maintenance
+- Professional-grade image quality
+- Multi-language text rendering
+- Real-world knowledge integration
+
+## 🚀 Usage
+
+### Command Format
+```bash
+/storyboard-generator [script-document-path-or-content]
+```
+
+### Usage Examples
+
+#### Based on Generated Script Document
+```bash
+/storyboard-generator video-script-失去遗忘能力-20260204.md
+```
+
+#### Direct Script Content Input
+```bash
+/storyboard-generator "Video Title: What if humans lost the ability to forget
+Opening Hook (0-7s): A person surrounded by memory fragments...
+Problem Introduction (7-25s): Joy vs pain memory comparison..."
+```
+
+#### Natural Language Trigger
+```bash
+"Generate a 3x3 storyboard grid based on my script document"
+"Create professional key frame preview for this video"
+```
+
+## 🎯 Google Nano Banana Pro Advantages
+
+### 🎭 Character Consistency
+- **Same Person**: Maintain appearance across different scenes
+- **Expression Changes**: Different emotional expressions for same character
+- **IP Imagery**: Visual unity for brand or series content
+
+### 🌍 Real-world Knowledge
+- **Scientific Accuracy**: Accurate visual representation of medical, physics concepts
+- **Scene Realism**: Environment design combining real-world data
+- **Cultural Adaptation**: Accurate representation of different regions and cultures
+
+### 🔤 Multi-language Text Rendering
+- **Chinese & English Subtitles**: High-quality text rendering
+- **Professional Terms**: Accurate display of scientific terms and proper nouns
+- **Title Design**: Professional-grade titles and graphic text
+
+## 📊 Output Components
+
+### 1. 3x3 Storyboard Grid
+```
+Standard 3x3 format including:
+┌─────────────┬─────────────┬─────────────┐
+│  Frame 1    │   Frame 2   │   Frame 3   │
+│ Opening Hook│ Problem Intro│Crisis Display│
+│   (0-7s)    │   (7-25s)   │  (25-65s)   │
+├─────────────┼─────────────┼─────────────┤
+│  Frame 4    │   Frame 5   │   Frame 6   │
+│ Science 1   │  Science 2  │ Deep Impact │
+│ (65-100s)   │ (100-140s)  │ (140-180s)  │
+├─────────────┼─────────────┼─────────────┤
+│  Frame 7    │   Frame 8   │   Frame 9   │
+│  Solution   │  Summary    │Call to Action│
+│ (180-200s)  │ (200-210s)  │   Ending    │
+└─────────────┴─────────────┴─────────────┘
+```
+
+### 2. Professional Production Reference
+- **Key Frame Description Table**: Detailed production requirements for each frame
+- **Visual Style Guidelines**: Color, composition, lighting standards
+- **Technical Parameters**: Shot types, angles, special effects requirements
+
+### 3. Nano Banana Pro Prompts
+- **Complete Generation Instructions**: Ready-to-use professional prompts
+- **Per-frame Optimization Suggestions**: Optimization plans for each key frame
+- **Consistency Parameters**: Technical settings ensuring visual coherence
+
+## 💡 Best Practices
+
+### Script Preparation
+1. **Clear Time Nodes**: Each scene has clear time markers
+2. **Detailed Visual Descriptions**: Complete elements for visuals, colors, emotions
+3. **Clear Transition Logic**: Clear connection relationships between scenes
+
+### Storyboard Design Principles
+1. **Visual Rhythm**: Changes in shot types and composition
+2. **Emotional Delivery**: Each frame accurately conveys corresponding emotion
+3. **Information Hierarchy**: Visual prominence of important information
+
+### Nano Banana Pro Usage Tips
+1. **Consistent Character Description**: Maintain key terms after first description
+2. **Fixed Style Parameters**: Use consistent style descriptors
+3. **Quality Parameters**: Always include professional quality parameters
+
+## 🔧 Advanced Usage
+
+### Complex Script Handling
+```bash
+# Scripts with more than 9 key frames
+"This script has 15 key scenes, please generate 2 storyboard grids"
+
+# Specific section emphasis
+"Focus on creating detailed storyboards for the science explanation section (65-140s)"
+```
+
+### Style Customization
+```bash
+# Specify visual style
+"Regenerate storyboard using cyberpunk aesthetic"
+
+# Character consistency requirements
+"Ensure the protagonist maintains same appearance and clothing in all frames"
+```
+
+### Platform Adaptation
+```bash
+# Different size requirements
+"Generate portrait version of the storyboard"
+"Create square 3x3 grid suitable for Instagram"
+```
+
+## 📱 Output Format Options
+
+### Standard 3x3 Grid
+- **Size**: 1080x1080 (social media)
+- **Usage**: Preview, team communication, investor presentation
+
+### Professional Production Version
+- **Size**: 3840x2160 (4K)
+- **Usage**: Formal production, print output
+
+### Extended Versions
+- **Multiple Images**: Complete storyboard for complex scripts
+- **Individual Frame Output**: HD version of each key frame
+
+## 🔄 Integration with Other Skills
+
+### Complete Workflow
+```
+1. viral-topic-generator (Topic Analysis)
+    ↓
+2. video-script-writer (Complete Script)
+    ↓
+3. storyboard-generator (Storyboard Preview) ← You are here
+    ↓
+4. Production Execution (Film/Create based on storyboard)
+```
+
+### Iterative Optimization
+```
+Storyboard Generation → Team Review → Modify Adjustments → Regenerate → Final Version
+```
+
+## 📝 Quality Checklist
+
+### Visual Quality
+- ✅ Each frame clear with professional composition
+- ✅ Unified and coordinated color style
+- ✅ Consistent character appearance
+- ✅ Clear and readable text and logos
+
+### Narrative Continuity
+- ✅ Key frames accurately reflect script content
+- ✅ Visual rhythm matches emotional changes
+- ✅ Clear scene transition logic
+- ✅ Accurate time progression expression
+
+### Production Feasibility
+- ✅ Composition suitable for actual filming/production
+- ✅ Special effects requirements within budget
+- ✅ Reasonable props and scene requirements
+- ✅ Technical difficulty matches team capabilities
+
+## 📱 Platform Compatibility
+
+Works seamlessly across:
+- ✅ Google Antigravity
+- ✅ Claude Code
+- ✅ Cursor
+- ✅ Other Agent Skills-compatible tools
+
+## 📝 FAQ
+
+**Q: Character consistency not good enough?**
+A: Describe character features in detail in first frame, repeat key feature words in subsequent frames
+
+**Q: Text in grid not clear?**
+A: Utilize Nano Banana Pro's multi-language rendering capability, specify text requirements clearly in prompts
+
+**Q: How to handle complex scientific concept visualization?**
+A: Use real-world knowledge function, provide specific scientific terms and reference requirements
+
+## 🌟 Expected Success Case
+
+Based on your "losing forgetting ability" script, the generated storyboard will include:
+- **Opening**: Strong visual impact of floating memory fragments
+- **Science**: Accurate medical representation of brain neural networks
+- **Emotion**: Sharp contrast between pain and hope
+- **Elevation**: Philosophical imagery of time healing concept
+
+**Expected Result**: Professional-grade storyboard preview that can directly guide production teams in video creation, significantly improving production efficiency and final quality.
+
+## 🔗 Google Nano Banana Pro Information
+
+Learn more about the advanced AI image generation technology powering this skill:
+- [Nano Banana Pro: Gemini 3 Pro Image model from Google DeepMind](https://blog.google/technology/ai/nano-banana-pro/)
+- [Nano Banana Pro - Gemini AI image generator & photo editor](https://gemini.google/overview/image-generation/)
+- [Nano Banana image generation | Gemini API | Google AI for Developers](https://ai.google.dev/gemini-api/docs/image-generation)
+
+---
+
+Ready to transform your script into professional storyboard grids? Let Nano Banana Pro provide the best visual preview for your video production!
--- a/.agent/skills/storyboard-generator/SKILL.md
+++ b/.agent/skills/storyboard-generator/SKILL.md
@@ -0,0 +1,204 @@
+---
+name: storyboard-generator
+description: Generates professional storyboard key frame 3x3 grid images from complete video scripts using Google Nano Banana Pro for character consistency and high-quality cinematic visualization. Use when users need to convert scripts into visual storyboard previews.
+argument-hint: [script-document-path-or-content]
+user-invocable: true
+---
+
+# 🎬 Storyboard Generator - Professional Video Preview Creation
+
+Transform script content: $ARGUMENTS into professional 3x3 grid storyboard key frame images.
+
+## 📝 Storyboard Generation Workflow
+
+### Step 1: Script Analysis & Key Frame Extraction
+1. **Script Structure Analysis**
+   - Parse complete script document
+   - Identify time nodes and scene transitions
+   - Extract core visual elements and characters
+
+2. **Key Frame Selection Strategy**
+   - **Opening Hook Frame**: Most impactful opening scene
+   - **Emotional Turning Points**: Key moments of emotional change
+   - **Knowledge Point Displays**: Visual key frames for core concepts
+   - **Climax Moments**: Peak emotional or informational scenes
+   - **Ending Elevation**: Summary visual scenes
+
+### Step 2: Unified Visual Style Design
+3. **Character Consistency Planning**
+   - Define main character designs (if applicable)
+   - Establish visual style guidelines
+   - Design color themes and lighting styles
+
+4. **Professional Storyboard Standards**
+   - Composition rules (rule of thirds, symmetry, leading lines)
+   - Shot types (wide, medium, close-up, extreme close-up)
+   - Angle choices (eye level, high angle, low angle, subjective)
+
+### Step 3: Nano Banana Pro Prompt Optimization
+5. **Professional-Grade Prompt Design**
+   - Utilize Nano Banana Pro's character consistency features
+   - Integrate multi-language text rendering capabilities
+   - Apply real-world knowledge for enhanced details
+
+6. **3x3 Grid Layout Planning**
+   - Arrange key frames in chronological order
+   - Ensure visual rhythm and story continuity
+   - Annotate time codes and scene descriptions
+
+## 📋 Standard Output Format
+
+```
+# 🎬 《[Video Title]》Storyboard Key Frame Design
+
+## 📊 Storyboard Basic Information
+- **Script Source**: [Script document name]
+- **Total Key Frames**: [X frames]
+- **Grid Count**: [X grids]
+- **Visual Style**: [Overall style description]
+- **Character Consistency**: [Main character design notes]
+
+## 🎭 Storyboard Grid #1
+
+### Key Frame Layout (3x3 Grid)
+```
+[1. Hook Opening]     [2. Problem Intro]    [3. Crisis Display]
+   (0-7s)              (7-25s)             (25-65s)
+
+[4. Science Exp 1]    [5. Science Exp 2]   [6. Deep Impact]
+   (65-100s)          (100-140s)          (140-180s)
+
+[7. Solution]         [8. Summary]         [9. Call to Action]
+   (180-200s)         (200-210s)          (Ending)
+```
+
+### 🎨 Nano Banana Pro Generation Prompt
+```
+Create a professional 3x3 storyboard grid showing 9 key frames for video "[Video Title]":
+
+Frame 1 (0-7s): [Detailed scene description]
+- Composition: [Composition method]
+- Shot type: [Shot type]
+- Lighting: [Lighting setup]
+
+Frame 2 (7-25s): [Scene description]
+- Character consistency: [Character continuity notes]
+- Visual transition: [Visual connection to previous frame]
+
+[Continue describing all 9 key frames...]
+
+Style: [Unified visual style], character consistency throughout, professional cinematography,
+storyboard format with clear frame divisions, time stamps visible,
+cinematic quality, 8k resolution
+```
+
+### 📝 Key Frame Description Table
+| Frame | Time | Scene Description | Shot Type | Main Elements | Emotional Tone |
+|-------|------|-------------------|-----------|---------------|----------------|
+| 1 | 0-7s | [Description] | [Type] | [Elements] | [Tone] |
+| 2 | 7-25s | [Description] | [Type] | [Elements] | [Tone] |
+| ... | ... | ... | ... | ... | ... |
+
+## 🎨 Visual Design Guidelines
+
+### Character Consistency Requirements
+- **Main Character Design**: [If applicable, describe fixed character appearance]
+- **Expression Changes**: [Expression design under different emotions]
+- **Costume & Props**: [Consistent visual elements to maintain]
+
+### Color Emotion Mapping
+- **Suspense/Opening**: Cool tones, blue-purple palette
+- **Crisis/Warning**: Warm tones, red-orange palette
+- **Science/Rational**: Neutral tones, blue-green palette
+- **Hope/Elevation**: Warm gold tones, yellow-green palette
+
+### Unified Composition Style
+- **Shot Variation**: Rhythm changes of wide-medium-close-extreme close-up
+- **Angle Transitions**: Primarily eye level, special angles for key moments
+- **Composition Principles**: Rule of thirds, important elements at golden ratio points
+
+## 📱 Multi-Format Output Solutions
+
+### Standard 3x3 Grid
+- **Application**: 9 or fewer key frames
+- **Size**: 1080x1080 (square)
+- **Usage**: Social media preview, production team reference
+
+### Extended Storyboard (Multiple Images)
+- **Application**: Complex scripts with more than 9 key frames
+- **First Image**: Main storyline key frames
+- **Second Image**: Detail supplements and transition frames
+- **Third Image**: Special effects and subtitle design reference
+
+### Professional Production Version
+- **Horizontal Grid**: 3840x2160 (4K)
+- **Individual HD Frames**: Each key frame output separately
+- **Production Reference**: Including technical parameters and shooting angles
+```
+
+## 🎯 Nano Banana Pro Professional Advantages
+
+### Character Consistency Application
+- Maintain same character appearance across multiple key frames
+- Support character coherence in different environments and expressions
+- Suitable for video content requiring fixed IP imagery
+
+### Multi-language Text Rendering
+- Accurately display Chinese and English subtitle previews in storyboards
+- Support high-quality text rendering for professional terms and titles
+- Suitable for international content storyboard design
+
+### Real-world Knowledge Integration
+- Combine Google search data to enhance scene realism
+- Provide accurate visual representation of scientific concepts
+- Support visualization design of real-time information
+
+## 🛠️ Professional Production Process
+
+### Pre-production Phase
+1. **Script Review**: Understand complete story flow
+2. **Key Frame Marking**: Identify visual focal moments
+3. **Style Definition**: Determine overall visual tone
+
+### Generation Phase
+4. **Initial Generation**: Generate first version using optimized prompts
+5. **Detail Adjustment**: Fine-tune unsatisfactory frames
+6. **Consistency Check**: Ensure character and style coherence
+
+### Post-production Phase
+7. **Annotation Completion**: Add time codes and production notes
+8. **Format Output**: Generate versions for different purposes
+9. **Team Sharing**: Create reference documents for collaboration
+
+## 📈 Production Quality Standards
+
+### Professional Storyboard Requirements
+- ✅ Visual Continuity: Natural transitions between adjacent frames
+- ✅ Emotional Delivery: Each frame accurately expresses corresponding emotion
+- ✅ Information Clarity: Key information points clearly visible
+- ✅ Production Feasibility: Consider actual filming/production difficulty
+
+### Nano Banana Pro Quality Advantages
+- ✅ 8K high-resolution output
+- ✅ SynthID watermarking (AI content identification)
+- ✅ Professional-grade image quality
+- ✅ Complex instruction comprehension capability
+
+## 🔧 Tool Requirements
+
+This skill works optimally with agents that can:
+- Parse and analyze detailed script documents
+- Generate consistent visual narratives
+- Create professional storyboard layouts
+- Produce high-quality Nano Banana Pro prompts
+- Maintain character and style consistency across multiple frames
+
+## 📱 Multi-Platform Compatibility
+
+Designed to work across:
+- ✅ Google Antigravity
+- ✅ Claude Code
+- ✅ Cursor
+- ✅ Other Agent Skills-compatible tools
+
+Begin creating your professional storyboard key frames...
--- a/.agent/skills/video-script-writer/README.md
+++ b/.agent/skills/video-script-writer/README.md
@@ -0,0 +1,183 @@
+# 🎬 Video Script Writer for Google Antigravity
+
+## 📖 Overview
+
+This Agent Skill transforms video topics and outlines into comprehensive production scripts, complete with detailed narration, visual descriptions, and AI image generation prompts for seamless content creation workflow.
+
+## 🚀 Usage
+
+### Command Format
+```bash
+/video-script-writer [topic-content]
+```
+
+### Usage Examples
+
+#### Complete Topic Input
+```bash
+/video-script-writer "Topic: What if humans lost the ability to forget?
+Target Audience: Neuroscience enthusiasts, students, emotional content viewers
+Duration: 3-4 minutes
+Hook: You clearly remember the trajectory of breadcrumbs falling 3 years ago..."
+```
+
+#### Simple Title Input
+```bash
+/video-script-writer "What would happen if humans couldn't forget?"
+```
+
+#### Natural Language Trigger
+```bash
+"Turn this topic into a complete video script with AI image prompts: [topic content]"
+```
+
+## 📋 Input Format Recommendations
+
+### Complete Topic Input (Recommended)
+```
+Topic Title: [Title]
+Target Audience: [Audience description]
+Duration: [Duration]
+Content Outline:
+- Hook: [Opening design]
+- Problem Introduction: [Problem description]
+- Core Content: [Main knowledge points]
+- Climax: [Turning point]
+- Summary: [Ending design]
+Viral Elements: [Special elements]
+```
+
+### Simplified Input
+```
+[Video Title] - [Target Audience] - [Core Concept]
+```
+
+## 🎯 Output Components
+
+### 1. Complete Script Structure
+- **Segmented Timing**: Each segment marked with time intervals
+- **Narration Copy**: Including stress and pause markings
+- **Visual Descriptions**: Detailed visual guidance
+- **Transition Design**: Scene-to-scene transition methods
+
+### 2. AI Image Generation Prompts
+Each key scene includes:
+```
+[Scene Description], [Style: flat design/realistic/cartoon],
+[Composition: centered/rule of thirds], [Color palette: warm/cool/monochrome],
+[Mood: energetic/calm/mysterious], [Quality: 8k, detailed, cinematic]
+```
+
+### 3. Production Guidance
+- Rhythm control points
+- Sound effects and music suggestions
+- Subtitle and graphic design requirements
+- Interaction guidance strategies
+
+## 💡 Best Practices
+
+### Topic Preparation
+1. **Define Target Audience**: The more specific, the better
+2. **Identify Core Knowledge**: 1-3 main concepts
+3. **Design Emotional Curve**: Plan audience emotional journey
+
+### Usage Tips
+1. **Broad to Specific**: Generate basic script first, then refine specific parts
+2. **Iterative Optimization**: Continuously adjust based on feedback
+3. **Platform Adaptation**: Adjust for different platform requirements
+
+### Subsequent Applications
+1. **Direct Production**: Use generated AI prompts to create visual assets
+2. **A/B Testing**: Generate multiple opening versions for testing
+3. **Series Planning**: Expand one script into series content
+
+## 🔧 Advanced Usage
+
+### Specific Scene Optimization
+```bash
+# Request specific part optimization
+"Please elaborate on the script content from minute 2 to minute 3"
+
+# Style adjustment
+"Adjust this script to a more humorous tone"
+
+# Platform adaptation
+"Adapt this 3-minute script to a 60-second TikTok version"
+```
+
+### Visual Style Customization
+```bash
+# Specify drawing style
+"Adjust all AI image prompts to cyberpunk style"
+
+# Character design
+"The script needs a fixed IP character, please design corresponding prompts"
+```
+
+## 📊 Quality Checklist
+
+### Script Completeness
+- ✅ Every time segment has corresponding content
+- ✅ Narration copy flows naturally
+- ✅ Visuals coordinate with narration
+- ✅ Transitions are smooth and natural
+
+### Visual Design
+- ✅ AI prompts are detailed and specific
+- ✅ Visual style is unified and coherent
+- ✅ Key scenes have sufficient visual impact
+- ✅ Color and composition have guiding significance
+
+### Production Feasibility
+- ✅ Production difficulty meets expectations
+- ✅ Material requirements are clear and reasonable
+- ✅ Duration allocation is scientific
+- ✅ Interaction design is effective
+
+## 🔄 Integration with Other Skills
+
+### Recommended Workflow
+1. **Topic Planning**: Use `viral-topic-generator` to analyze reference videos and generate topics
+2. **Script Creation**: Use `video-script-writer` to expand topics into complete scripts
+3. **Asset Creation**: Use generated AI prompts to create visual materials
+4. **Post-Production**: Follow script guidance for video editing
+
+### Iterative Optimization Loop
+```
+Topic → Script → Test Feedback → Optimize Script → Remake
+```
+
+## 📱 Platform Compatibility
+
+Works seamlessly across:
+- ✅ Google Antigravity
+- ✅ Claude Code
+- ✅ Cursor
+- ✅ Other Agent Skills-compatible tools
+
+## 📝 FAQ
+
+**Q: Script too long/short?**
+A: Request "compress script to X minutes" or "elaborate XX section"
+
+**Q: AI prompts not accurate enough?**
+A: Ask to "optimize XX scene's image prompt for more specificity"
+
+**Q: How to adapt for different platforms?**
+A: Specify target platform, e.g., "adapt for Xiaohongshu short video format"
+
+## 🎬 Example Usage with Your Topic
+
+Based on your provided topic about losing the ability to forget:
+
+```bash
+/video-script-writer "选题2：【故障】如果全人类突然失去了'遗忘'的能力
+目标受众：脑科学爱好者、考研党、情感类受众
+预估时长：3-4分钟
+Hook：你清楚地记得3年前的今天早上吃的面包屑掉落的轨迹
+核心内容：科普'突触修剪'与遗忘机制对大脑的重要性"
+```
+
+---
+
+Ready to transform your viral topics into production-ready scripts? Input your topic content and begin your content creation journey!
--- a/.agent/skills/video-script-writer/SKILL.md
+++ b/.agent/skills/video-script-writer/SKILL.md
@@ -0,0 +1,170 @@
+---
+name: video-script-writer
+description: Expands video topics and outlines into complete video scripts with detailed narration, visual descriptions, and AI image generation prompts. Use when users need to convert topic concepts into executable video production scripts.
+argument-hint: [topic-title-or-content]
+user-invocable: true
+---
+
+# 🎬 Video Script Writer - From Concept to Production
+
+Transform topic content: $ARGUMENTS into comprehensive video production scripts.
+
+## 📝 Script Creation Workflow
+
+### Step 1: Topic Analysis & Optimization
+1. **Topic Structure Analysis**
+   - Extract core concepts and knowledge points
+   - Analyze target audience characteristics
+   - Confirm video duration and pacing
+
+2. **Storyline Optimization**
+   - Enhance Hook attractiveness
+   - Optimize knowledge point logical chain
+   - Design emotional arc curves
+
+### Step 2: Complete Script Writing
+3. **Second-by-Second Script Creation**
+   - **Opening Hook (0-5s)**: Strong visual impact + suspense setup
+   - **Problem Introduction (5-20s)**: Daily scenario leading to core issue
+   - **Knowledge Development (20s-80% duration)**: Layered progressive educational content
+   - **Climax Turning Point (80%-95%)**: Core "aha moment"
+   - **Summary & Elevation (95%-100%)**: Golden phrase + interaction guidance
+
+4. **Transitions & Rhythm Control**
+   - Design transition phrases
+   - Control information density distribution
+   - Arrange pause and emphasis timing
+
+### Step 3: Visual Design Planning
+5. **Scene Storyboard Design**
+   - Design visual presentation for each core scene
+   - Determine key visual elements
+   - Plan animation and special effects needs
+
+6. **AI Image Prompt Generation**
+   - Generate detailed Midjourney/DALL-E prompts for each scene
+   - Include style, composition, color, mood elements
+   - Ensure visual coherence and style unity
+
+## 📋 Standard Output Format
+
+```
+# 🎬 《[Video Title]》Complete Production Script
+
+## 📊 Basic Information
+- **Target Audience**: [Detailed description]
+- **Video Duration**: [X minutes X seconds]
+- **Core Knowledge Points**: [Key concepts]
+- **Emotional Tone**: [Casual/serious/suspenseful etc.]
+
+## 🎭 Complete Script
+
+### 【Opening Hook】(0-5s)
+**Visuals**: [Visual description]
+**Narration**: "[Specific copy with stress and pause marks]"
+**Transition**: [Transition method]
+
+**🎨 AI Image Prompt**:
+```
+[Detailed English prompt including style, composition, color, mood]
+```
+
+### 【Problem Introduction】(5-20s)
+**Visuals**: [Visual description]
+**Narration**: "[Copy content]"
+**Interaction**: [Questions or thought guidance]
+
+**🎨 AI Image Prompt**:
+```
+[Corresponding scene image prompt]
+```
+
+### 【Core Content】(20s-X minutes)
+**Scene 1**: [Sub-scene title]
+- **Visuals**: [Specific description]
+- **Narration**: "[Detailed copy]"
+- **Knowledge Point**: [Core concept explanation]
+
+**🎨 AI Image Prompt**:
+```
+[Scene image prompt]
+```
+
+**Scene 2**: [Continue breakdown...]
+
+### 【Climax Turning Point】(X%-95%)
+**Visuals**: [Most critical scene description]
+**Narration**: "[Most important information delivery]"
+**Emotion**: [Technique to push emotion to climax]
+
+**🎨 AI Image Prompt**:
+```
+[Climax scene image prompt]
+```
+
+### 【Summary & Elevation】(95%-100%)
+**Visuals**: [Ending visual design]
+**Narration**: "[Golden phrase + call to action]"
+**Interaction**: [Like and follow guidance]
+
+**🎨 AI Image Prompt**:
+```
+[Ending scene image prompt]
+```
+
+## 🎨 Unified Visual Style Guide
+- **Overall Style**: [Flat/realistic/cartoon/tech-sense etc.]
+- **Color Scheme**: [Main colors + supporting colors]
+- **Composition Style**: [Centered/rule of thirds/symmetrical etc.]
+- **Character Design**: [Character style description]
+
+## 📈 Production Key Points
+1. **Rhythm Control**: [Key rhythm point explanations]
+2. **Sound Effect Suggestions**: [Background music and sound effect reminders]
+3. **Subtitle Points**: [Important text highlighting]
+4. **Interaction Design**: [Comment area guidance strategy]
+
+## 🔄 Post-Production Optimization Suggestions
+- A/B test different opening versions
+- Adjust rhythm based on data feedback
+- Optimize key frame visual impact
+```
+
+## 🎯 Core Creative Principles
+
+1. **5-Second Victory**: Opening must capture audience within 5 seconds
+2. **3-Layer Progression**: Knowledge points unfold in shallow→deep→application layers
+3. **Audio-Visual Sync**: Perfect coordination between narration and visuals, avoid information redundancy
+4. **Emotion-Driven**: Set emotional turning point every 30 seconds
+5. **Action-Oriented**: Ending must have clear call to action
+
+## 🛠️ Special Features
+
+### Knowledge Point Visualization
+- Transform abstract concepts into concrete visual metaphors
+- Design infographics and animated explanations
+- Create memorable visual symbols
+
+### Interaction Design Integration
+- Plant questions at key nodes
+- Design comment area discussion topics
+- Plan connection points for video series
+
+### Platform Adaptation Suggestions
+- Provide both portrait/landscape format suggestions
+- Optimize duration and pacing for different platforms
+- Adapt to various platform recommendation algorithm preferences
+
+### Automatic Document Generation
+- Save complete script as Markdown document
+- File naming format: `video-script-[date]-[video-title].md`
+- Save in current project directory for version control and team collaboration
+
+## 📁 Output File Description
+
+After script completion, automatically generate in current project directory:
+- **Complete Script Document**: Including second-by-second script and AI image prompts
+- **Production Checklist**: Filming and post-production checklist
+- **Asset Requirements**: Detailed requirements for AI images and other materials
+
+Begin creating your viral video script...
--- a/.agent/skills/viral-topic-generator/README.md
+++ b/.agent/skills/viral-topic-generator/README.md
@@ -0,0 +1,97 @@
+# 🎬 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
+++ b/.agent/skills/viral-topic-generator/SKILL.md
@@ -0,0 +1,127 @@
+---
+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...