171 lines
4.7 KiB
Markdown
171 lines
4.7 KiB
Markdown
# 病毒式内容创作
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**GitHub**: [aaaronmiller/create-viral-content](https://github.com/aaaronmiller/create-viral-content) | **Gitea**: [mc-skills/aaaronmiller--create-viral-content](http://192.168.0.109:3000/mc-skills/aaaronmiller--create-viral-content)
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## 中文摘要
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将复杂想法转化为可传播的社交媒体内容，支持Reddit、Twitter、LinkedIn、YouTube等平台，内置AI特征检测与人性化处理、爆款标题公式、缩略图设计和六轮对抗性精炼流程。
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## 标签
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`内容创作` `社交媒体` `病毒传播` `AI写作` `营销`
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---
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## README 原文
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# Viral Content Deliberative Refinement - Complete Package
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Transform complex ideas into content that spreads. This skill codifies the refinement process that separates forgettable posts from ones that generate discussion, shares, and action.
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## What You're Getting
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A production-ready system for creating viral social content across all major platforms, with integrated AI tell detection and humanization.
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---
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## File Manifest
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### Core Files
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| File | Size | Purpose |
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|------|------|---------|
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| SKILL.md | ~11 KB | Complete viral content framework |
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| README.md | This file | Package overview |
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| marketplace.json | ~1 KB | Anthropic marketplace manifest |
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| VALIDATION-REPORT.md | ~15 KB | 10-persona adversarial validation |
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### Resources (`resources/` folder)
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| File | Purpose |
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|------|---------|
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| ai-tells.md | Comprehensive AI detection guide with human alternatives |
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| platform-templates.md | Platform-specific templates (Reddit, LinkedIn, Twitter, YouTube, TikTok, Email) |
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| refinement-protocol.md | Adversarial refinement passes for text and thumbnails |
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| humanize-integration.md | Integration with humanize-writing skill |
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| viral-titles.md | Title psychology, formulas, and scoring |
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| viral-thumbnails.md | Thumbnail design psychology and checklist |
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| **NEW** research-statistics.md | Consolidated data from 40 research sources |
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| **NEW** title-formulas.md | 50+ title formulas with examples |
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| **NEW** thumbnail-checklist.md | Quick-reference thumbnail design checklist |
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---
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## Quick Start
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### Installation
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**Claude Code:**
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```bash
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/plugin install viral-content-forge
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```
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**Claude.ai:**
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1. Create new Project
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2. Upload `SKILL.md` to Project Knowledge
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3. Optionally add resource files
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### Basic Usage
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```
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Create a viral Reddit post about [TOPIC].
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Platform: r/MachineLearning
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Target: technical audience who appreciates practical insights
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```
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---
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## Integration with humanize-writing Skill
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This skill integrates with the **humanize-writing** skill for the final polish pass. When both skills are installed, viral-content-forge automatically invokes humanize-writing to:
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- Remove AI vocabulary tells
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- Ensure natural sentence rhythm
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- Maintain viral hooks while sounding human
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### Manual Fallback
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If humanize-writing is unavailable, the skill includes a built-in humanization checklist.
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---
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## Key Features
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### Hook Architecture
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- Prediction + Stakes patterns
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- Tribal Identity Split patterns
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- Before/After Compression patterns
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### Platform Optimization
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- Reddit (subreddit-specific calibration)
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- Twitter/X threads
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- LinkedIn posts
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- YouTube comments
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- Hacker News
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### AI Tell Detection
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- 100+ AI tells with replacements (text, video, thumbnail)
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- Platform-specific tells (TikTok, LinkedIn, Reddit, Email)
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- Video script tells
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- Thumbnail text tells
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### Refinement Protocol
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Six adversarial passes:
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1. The Skeptic
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2. The Expert
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3. The Scroller
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4. The Competitor
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5. The Editor
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6. **NEW** Thumbnail-specific passes
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### Research Basis
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40 documented sources including:
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- BuzzSumo (100M headlines)
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- Netflix thumbnail personalization
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- Outbrain negative superlatives study
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- Academic viral content research
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---
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## Examples
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**Before (AI-generated):**
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> I'm excited to share a revolutionary new approach to prompt engineering. Here's the thing: traditional single-pass prompting is limited...
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**After (humanized viral):**
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> I think deliberative refinement is the 2026 prompt technique that matters most. The core idea: you don't ask AI for an answer—you make it defend one...
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---
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## Ethical Framework
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✅ **Do:** Polish your own ideas, convert expertise to accessible content, learn viral mechanics
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❌ **Don't:** Astroturf, spread misinformation, impersonate others, engagement farm without substance
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---
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## Version & Compatibility
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| Field | Value |
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|-------|-------|
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| Version | 2.0.0 |
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| Created | December 2025 |
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| Updated | December 2025 |
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| Author | Ice-ninja |
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| License | MIT |
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| Compatibility | Claude.ai, Claude Code, Claude API |
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| Research Sources | 40 documented |
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---
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## Dependencies
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- **Optional:** humanize-writing skill (for enhanced humanization pass)
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---
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## Support
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For issues or feature requests, open an issue on the GitHub repository.
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