wechat-article-forge_skill

Overview

This skill orchestrates end-to-end WeChat Official Account article production: topic research, Chinese-first drafting, automated review and fact-checking, illustration generation, formatting, and saving the final result as a WeChat draft. An orchestrator routes tasks to specialized subagents and enforces quality gates, while the user completes final publication. It prioritizes preserving article intent and strict review thresholds to avoid drift and low-quality artifacts.

How this skill works

The orchestrator manages a nine-step pipeline that persists state and routes work to writer, reviewer, fact-checker, and illustrator subagents. The writer produces Chinese-first drafts from verified sources; a blind reviewer scores craft dimensions; automated and human revisions happen as needed; fact-checker verifies claims; formatting and preview occur before images are generated and the draft is saved to the WeChat draft box using the preferred API path or browser automation fallbacks.

When to use it

• Producing WeChat Official Account articles with strict quality and fact-check requirements
• Automating repeatable article workflows while preserving a defined voice
• Generating text-first drafts that require later human approval for final publish
• Creating illustrated scrapbook-style articles where image placement must be precise
• Saving consistent drafts to WeChat when you want reproducible, auditable pipeline state

Best practices

• Always supply or verify wechat API credentials to use the reliable API path and avoid browser automation
• Keep the article’s original purpose statement (初心) intact across revisions to prevent topic drift
• Use the voice training command to align writer subagent output with past best-performing articles
• Run preview and human approval before generating illustrations to avoid wasted image costs
• Respect the reviewer rubric thresholds and allow the defined auto/human revision cycles before proceeding

Example use cases

• Turn a trending topic into a polished WeChat tutorial with sourced references and reproducible pipeline state
• Batch-produce opinion or news pieces with enforced craft scoring and mandatory fact-check cycles
• Train a custom voice from existing articles and generate drafts that match that profile
• Create illustrated science explainer articles with controlled image counts and scrapbook layout
• Automate formatting and WeChat-draft saving while leaving final publish action to an editor