Verified:GitHub

article-optimizer

Optimize Chinese articles into platform-specific formats for WeChat, X, and Xiaohongshu.

48|2|Updated Mar 22, 2026

Search Tags:#xiaohongshu #title writing #article optimization #multi-platform publishing #x thread #wechat html #midjourney prompt

Ready to run

npx skills add https://github.com/findhappyman/ai-skills --skill article-optimizer-findhappyman

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: article-optimizer
Source: https://github.com/findhappyman/ai-skills/tree/main/article-optimizer
Command: npx skills add https://github.com/findhappyman/ai-skills --skill article-optimizer-findhappyman

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

将用户提供的中文文章快速优化为适合微信公众号、X（推特）与小红书的发布版本，并同时生成各平台所需的排版形式与配图提示词，减少重复改写和格式转换成本。

Core Features & Use Cases

Multi-platform adaptation：同一原文输出三平台版本（公众号 HTML、X Markdown 或纯文本、小红书纯文本），风格与格式按平台规则调整。
End-to-end structure & title crafting：先分析主题、受众与语气，再重排优化逻辑，并为三个平台分别生成至少 3 个备选标题与最终选题。
AI image prompt generation：为每个平台生成英文 Midjourney 风格生图 Prompt，用于配图创意落地。
Fast production workflow：自动产出总览 Markdown（标题备选 + 配图 Prompt），并提供可直接下载的各平台文件。

Quick Start

Ask the skill to optimize and format your article for WeChat official account, X, and Xiaohongshu, and generate the corresponding cover-image prompts.

Frequently Asked Questions about article-optimizer

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I convert a Chinese article into WeChat HTML and Xiaohongshu plain text formats?▼

Multi-platform article optimization converts a Chinese article into WeChat inline-style HTML and Xiaohongshu plain text formats. It analyzes the theme and audience to re-structure content, generating platform-specific titles and WeChat HTML outputs.

Can I generate Midjourney cover image prompts for X and Xiaohongshu posts?▼

Midjourney cover image prompts are generated alongside X and Xiaohongshu post outputs. The optimization process creates English Midjourney-style image generation prompts for each platform, providing visual creative direction for your multi-platform posts.

What is the best way to adapt a single article for WeChat, X, and Xiaohongshu platforms?▼

Adapting a single article for WeChat, X, and Xiaohongshu is best handled by generating three platform-specific versions simultaneously. The process adjusts style and formatting rules per platform, outputting WeChat HTML, X Markdown, and Xiaohongshu plain text.

Does article optimization generate multiple title options for different social media platforms?▼

Article optimization generates multiple title options for different social media platforms. After analyzing the article's tone and audience, it produces at least three alternative titles for WeChat, X, and Xiaohongshu before finalizing the topic selection.

How to get a consolidated markdown overview with image prompts for multi-platform publishing?▼

To get a consolidated markdown overview with image prompts, paste your Chinese article for multi-platform adaptation. The workflow automatically produces a markdown summary containing alternative titles and Midjourney prompts, alongside downloadable files for each platform.