ai-video-creator/.agent/skills/viral-topic-generator/SKILL.md

name, description, argument-hint, user-invocable

name	description	argument-hint	user-invocable
viral-topic-generator	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.	video-url	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...