WeChat Official Account Full-Process Workstation

The Problem Being Solved

Content creators for WeChat Official Accounts often face a fragmented workflow: they must search for inspiration across multiple platforms, manually download articles for reference, rely on separate tools for writing and rewriting, find suitable images, handle formatting, and navigate complex publishing processes. This leads to frequent tool switching, repetitive tasks, and compliance risks, with no cohesive system to manage the full content lifecycle from ideation to publication.

Core Capabilities and Workflow

This skill integrates seven modules to streamline the entire content creation process. Key steps include:

• Information Gathering: The search module fetches articles via Sogou WeChat search (e.g., "搜XX的公众号文章"), while scraper and download modules convert URLs directly to Markdown files.
• Content Creation: The writing module supports multiple styles—such as Liu Run's business depth, viral posts, human-like conversational writing, or financial commentary—triggered by natural language (e.g., "写一篇刘润风格的AI创业文章").
• Optimization and Enhancement: The rewrite module restructures content and removes AI traces through language editing and adding authenticity; the AI image module generates cover and in-article image prompts based on article type.
• Formatting and Publishing: The formatting module outputs two preview links (AI-structured and preset theme); the publishing module pushes content to WeChat via local or remote MCP methods.

The workflow is triggered via natural language commands, such as "搜索AI文章，洗稿后排版并发布", where the skill sequentially calls relevant modules.

Limitations and Considerations

• External Dependencies: Search relies on Sogou WeChat, and formatting depends on the edit.shiker.tech service; manual handling is required if unavailable.
• Compliance and Security: Published content must adhere to WeChat platform rules; IP addresses must be whitelisted in the backend. Remote MCP is recommended for home broadband with dynamic IPs.
• Usage Constraints: The search module includes anti-blocking mechanisms (random UA, request delays) to avoid bans; image paths in publishing must be absolute, and files require frontmatter with mandatory title and cover fields.