# 病毒式内容创作

**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)

## 中文摘要

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。

## 标签

`内容创作` `社交媒体` `病毒传播` `AI写作` `营销`

---

## README 原文

# Viral Content Deliberative Refinement - Complete Package

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.

## What You're Getting

A production-ready system for creating viral social content across all major platforms, with integrated AI tell detection and humanization.

---

## File Manifest

### Core Files

| File | Size | Purpose |
|------|------|---------|
| SKILL.md | ~11 KB | Complete viral content framework |
| README.md | This file | Package overview |
| marketplace.json | ~1 KB | Anthropic marketplace manifest |
| VALIDATION-REPORT.md | ~15 KB | 10-persona adversarial validation |

### Resources (`resources/` folder)

| File | Purpose |
|------|---------|
| ai-tells.md | Comprehensive AI detection guide with human alternatives |
| platform-templates.md | Platform-specific templates (Reddit, LinkedIn, Twitter, YouTube, TikTok, Email) |
| refinement-protocol.md | Adversarial refinement passes for text and thumbnails |
| humanize-integration.md | Integration with humanize-writing skill |
| viral-titles.md | Title psychology, formulas, and scoring |
| viral-thumbnails.md | Thumbnail design psychology and checklist |
| **NEW** research-statistics.md | Consolidated data from 40 research sources |
| **NEW** title-formulas.md | 50+ title formulas with examples |
| **NEW** thumbnail-checklist.md | Quick-reference thumbnail design checklist |

---

## Quick Start

### Installation

**Claude Code:**
```bash
/plugin install viral-content-forge
```

**Claude.ai:**
1. Create new Project
2. Upload `SKILL.md` to Project Knowledge
3. Optionally add resource files

### Basic Usage

```
Create a viral Reddit post about [TOPIC].
Platform: r/MachineLearning
Target: technical audience who appreciates practical insights
```

---

## Integration with humanize-writing Skill

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:

- Remove AI vocabulary tells
- Ensure natural sentence rhythm
- Maintain viral hooks while sounding human

### Manual Fallback

If humanize-writing is unavailable, the skill includes a built-in humanization checklist.

---

## Key Features

### Hook Architecture
- Prediction + Stakes patterns
- Tribal Identity Split patterns
- Before/After Compression patterns

### Platform Optimization
- Reddit (subreddit-specific calibration)
- Twitter/X threads
- LinkedIn posts
- YouTube comments
- Hacker News

### AI Tell Detection
- 100+ AI tells with replacements (text, video, thumbnail)
- Platform-specific tells (TikTok, LinkedIn, Reddit, Email)
- Video script tells
- Thumbnail text tells

### Refinement Protocol
Six adversarial passes:
1. The Skeptic
2. The Expert
3. The Scroller
4. The Competitor
5. The Editor
6. **NEW** Thumbnail-specific passes

### Research Basis
40 documented sources including:
- BuzzSumo (100M headlines)
- Netflix thumbnail personalization
- Outbrain negative superlatives study
- Academic viral content research

---

## Examples

**Before (AI-generated):**
> I'm excited to share a revolutionary new approach to prompt engineering. Here's the thing: traditional single-pass prompting is limited...

**After (humanized viral):**
> 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...

---

## Ethical Framework

✅ **Do:** Polish your own ideas, convert expertise to accessible content, learn viral mechanics

❌ **Don't:** Astroturf, spread misinformation, impersonate others, engagement farm without substance

---

## Version & Compatibility

| Field | Value |
|-------|-------|
| Version | 2.0.0 |
| Created | December 2025 |
| Updated | December 2025 |
| Author | Ice-ninja |
| License | MIT |
| Compatibility | Claude.ai, Claude Code, Claude API |
| Research Sources | 40 documented |

---

## Dependencies

- **Optional:** humanize-writing skill (for enhanced humanization pass)

---

## Support

For issues or feature requests, open an issue on the GitHub repository.