Chinese Social Media Content Forge

Generate platform-native content for Chinese social media (Xiaohongshu/Little Red Book, WeChat Official Accounts, Douyin scripts, Bilibili descriptions). Handles style transfer, hashtag optimization, emoji usage patterns, and platform-specific formatting. Use when creating content for Chinese audiences, adapting English content for Chinese platforms, or batch-generating social media posts.

3,891 stars

Best use case

Chinese Social Media Content Forge is best used when you need a repeatable AI agent workflow instead of a one-off prompt.

Generate platform-native content for Chinese social media (Xiaohongshu/Little Red Book, WeChat Official Accounts, Douyin scripts, Bilibili descriptions). Handles style transfer, hashtag optimization, emoji usage patterns, and platform-specific formatting. Use when creating content for Chinese audiences, adapting English content for Chinese platforms, or batch-generating social media posts.

Teams using Chinese Social Media Content Forge should expect a more consistent output, faster repeated execution, less prompt rewriting.

When to use this skill

  • You want a reusable workflow that can be run more than once with consistent structure.

When not to use this skill

  • You only need a quick one-off answer and do not need a reusable workflow.
  • You cannot install or maintain the underlying files, dependencies, or repository context.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/cn-content-forge/SKILL.md --create-dirs "https://raw.githubusercontent.com/openclaw/skills/main/skills/371166758-qq/cn-content-forge/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/cn-content-forge/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How Chinese Social Media Content Forge Compares

Feature / AgentChinese Social Media Content ForgeStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/A

Frequently Asked Questions

What does this skill do?

Generate platform-native content for Chinese social media (Xiaohongshu/Little Red Book, WeChat Official Accounts, Douyin scripts, Bilibili descriptions). Handles style transfer, hashtag optimization, emoji usage patterns, and platform-specific formatting. Use when creating content for Chinese audiences, adapting English content for Chinese platforms, or batch-generating social media posts.

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

Related Guides

SKILL.md Source

# Chinese Social Media Content Forge

Create platform-native content for Chinese social media ecosystems.

## Platform Profiles

### Xiaohongshu (小红书) — Lifestyle & Discovery
- **Tone**: Personal, enthusiastic, emoji-rich, confessional
- **Structure**: Hook headline → relatable story → product/experience → tips → tags
- **Key patterns**: Title with number + emotion ("5件让我后悔没早买的神器😭"), paragraph emojis (✨🔥💡), 3-5 line paragraphs, closing tags
- **Hashtags**: 5-10 tags, mix broad + niche (#好物分享 #平价好物 #学生党必入)

### WeChat Official Accounts (微信公众号) — Long-form
- **Tone**: Authoritative yet conversational, structured argumentation
- **Structure**: Engaging intro → problem framing → analysis/solution → actionable takeaway
- **Key patterns**: Short paragraphs (2-4 sentences), bold key phrases, inline images every 300-500 words, pull quotes
- **Length**: 1500-3000 characters optimal

### Douyin (抖音) — Short Video Scripts
- **Tone**: Punchy, immediate, curiosity-driven
- **Structure**: 3-second hook → 15-second content → CTA
- **Key patterns**: Question/exclamation opening, fast-paced narration, on-screen text, music cues
- **Length**: 15-60 seconds spoken (~50-200 characters)

### Bilibili (B站) — Creator Content
- **Tone**: Knowledgeable, humorous, community-aware
- **Structure**: Problem/hook → deep dive → meme reference → summary
- **Key patterns**: Bullet-point descriptions, timestamp chapters, reference citations
- **Special**: "一键三连" (like+coin+favorite) CTA, community interaction prompts

## Workflow

### 1. Analyze Request
- Target platform(s)?
- Topic/theme?
- Source material (product review, experience, tutorial)?
- Desired tone (casual/professional/humorous)?
- Any brand guidelines or constraints?

### 2. Generate Platform-Specific Draft
Apply the platform profile above. Always generate at least 2 variations with different hooks.

### 3. Optimize
- **Hook test**: Would you stop scrolling for this?
- **Emoji check**: Xiaohongshu needs 1-2 per paragraph; WeChat needs none; Douyin needs emphasis only
- **Tag strategy**: Mix trending tags with niche tags for discoverability
- **Readability**: Read aloud — does it sound natural when spoken?

## Content Templates

### Xiaohongshu Product Review
```
[Hook with number + emotion]
[Relatable pain point]
[Product intro with visual description]
[3-5 key benefits, each with emoji]
[Honest drawback or caveat]
[Tips for best use]
[Tags]
```

### WeChat Article Opener
```
[Provocative question or surprising statistic]
[Short personal anecdote or observation]
[Thesis: what this article will explain]
[Transition into first section]
```

### Douyin Script
```
[0-3s] Hook: "你还在[common mistake]吗?"
[3-15s] "其实[insight/solution],只需要[steps]"
[15-20s] "[CTA: 关注/点赞]"
```

## Style Transfer Rules

When adapting English content to Chinese social media:

1. **Drop corporate language** — "leverage synergies" → "用好这几招"
2. **Add cultural context** — References to Chinese holidays, trends, lifestyle
3. **Adjust quantification** — "$50" → "一杯咖啡钱" or "学生党也能入手"
4. **Local examples** — Replace Western brand names with Chinese equivalents when possible
5. **Platform-native formatting** — Don't just translate; restructure for the target platform

## Hashtag Strategy

### Research Before Writing
- Check Xiaohongshu trending tags for the topic
- Use platform search to find high-engagement posts and their tags
- Mix 3 types: broad category, specific niche, trending event

### Tag Formula
```
[2 broad tags] + [3 niche tags] + [1-2 trending/event tags] + [1 personal/brand tag]
```

Example: `#好物推荐 #生活方式 + #平价好物 #宿舍神器 #学生党 + #618必买 + #我的私藏清单`

## Edge Cases

- **Sensitive topics**: Avoid political content, false advertising claims, unverified health claims
- **Platform rules**: Xiaohongshu restricts external links; WeChat limits redirects; Douyin has content review
- **Localization**: Mainland China Simplified Chinese by default. Adjust for Taiwan/HK if requested.
- **Image text**: Xiaohongshu cover images need text overlay — suggest 2-4 headline options for the cover

## Examples

### Xiaohongshu Post (Topic: Productivity App)
```
📌用了3个月,我终于找到完美的时间管理App!

姐妹们!!!作为一个重度拖延症患者😭
试过不下20个效率App,终于遇到了我的心头好✨

📋 Top 3 理由:
1⃣️ 界面超简洁,没有花里胡哨的功能分散注意力
2⃣️ 番茄钟+任务清单二合一,不用来回切换🔥
3⃣️ 数据统计做得太好看了,看到完成率飙升真的超有成就感!

💡 小tips:把大任务拆成25min小块,不知不觉就做完了~

#效率工具 #App推荐 #学生党必备 #时间管理 #自律打卡
```

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