
A workflow guide to AI source automation, covering fetching, filtering, deduplication, validation, and topic-card generation for writing systems.

A source-mapping guide for AI writing, covering official blogs, research feeds, community discussions, GitHub Trending, and newsletters for WeChat publishing workflows.

A reverse-debugging guide to AI-sounding WeChat articles, with an editing sequence, a stronger revision prompt, and a pre-publish checklist.

A first-principles guide to writing prompts for WeChat official account articles, covering audience, objective, evidence, structure, and banned patterns.

A decision guide for choosing between Markdown conversion, draft API integration, and a full WeChat publishing workflow.

A workflow breakdown covering content input, formatting, drafts, media, and review in a WeChat publishing pipeline.