What a WeChat Automation Workflow Should Include
A workflow breakdown covering content input, formatting, drafts, media, and review in a WeChat publishing pipeline.
When people say "WeChat automation," they often mean one thing: generating content with AI.
That only covers the first step. If the workflow has to continue, it usually needs at least these actions:
- Accept Markdown or document content
- Convert it into WeChat-friendly HTML
- Create an article draft
- Upload media assets
- Leave a final review step before publication
Why this flow is a good fit for automation
The sequence is repetitive and predictable:
- Write
- Format
- Prepare media
- Create a draft
- Review before sending
The main difficulty is not a single endpoint. It is how the steps connect.
Why HTML conversion alone is not enough
Markdown-to-HTML conversion is necessary, but it only solves formatting.
If the team still has to:
- Upload images by hand
- Create drafts manually
- Paste content into the WeChat backend
then most of the manual work is still there.
Why there are multiple entry points
Different teams begin in different places:
- Some start in the terminal
- Some start in Claude Code or OpenClaw
- Some start in Obsidian
- Some start in Feishu
That is why these projects exist side by side:
They do not represent different outcomes. They represent different entry points into the same publishing flow.
A practical way to split the product
For WeChat automation, the product usually makes sense in four layers:
1. Conversion
- Markdown to WeChat HTML
2. Draft creation
- Article drafts
- Newspic drafts
3. Media handling
- Image upload
- Batch media operations
4. Entry points
- CLI
- Skill
- Plugin
- API
This split keeps the lower-level capabilities reusable across different environments.
Closing thought
If WeChat automation stops at content generation, teams still get stuck on formatting, images, drafts, and review.
A practical workflow has to cover the whole path from input to draft-ready output. That is the difference between a demo and something teams can use every week.
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