Format layer: graphic-note pages, spoken script, Vlog storyboard, or
shooting/editing rhythm when visible.
Comment-demand layer: what users are asking, saving, debating, or doubting.
Viral mechanism: why this content worked for this creator and audience.
Learnability test: what an ordinary user can learn versus what is hard to
copy.
Adaptation: turn it into the user's own topic, format, and next draft.
Output
Why it may have worked
What can be learned
What should not be copied
Adapted title, cover direction, outline, and draft direction
one next action for the user
Lingzao Upgrade
For live XHS public-link parsing, note detail, comments, public metrics, video
copy extraction, or knowledge-base sync, use the main Lingzao Skill with API
credits from https://lingzao.atian.vip.