What this case covers
Ada tried Xiaohongshu customer acquisition in the study-abroad direction, used Codex to write a Skill, and connected collection, content filtering, material breakdown, and generation into a process. The article records tool restructuring and one occasional deal undertaken by a backend partner, and stable customer acquisition has not yet been verified.
Questions it answers
- How do you find a content entry point in an unfamiliar industry?
- Why should content value be judged before breakdown?
- How are materials and article skeletons accumulated separately?
- How does a Feishu spreadsheet support content production?
- How does demand that deviates from the original plan find a backend?
Our observations
- One occasional deal shows that demand may exist, but it cannot prove stable conversion.
- Material filtering must serve business goals and cannot replace value with collection volume.
From the author
Translated from Chinese: “The greatest value of a Skill is freeing you from repetitive work so you can do the things that cannot be defined in advance.”