What this case covers
Starting from writing for WeChat Official Accounts and Moments, the author gradually connected personal materials, writing processes, and judgment criteria to Codex and Agents. The article reviews four rounds of collaboration upgrades, as well as the shift from on-demand Q&A to automatic delivery.
Questions it answers
- Why is it difficult for chat assistants to take over daily work?
- What problems do the knowledge base and Skills each solve?
- How can AI learn your own content judgment?
- How can digital employees be integrated into daily content work?
Our observations
- Personal experience and rejection criteria are harder to replicate than generic prompts.
- Automatic triggering reduces reminders, but content quality still requires continuous feedback.
From the author
It knows the steps, but it does not necessarily know what counts as good.