Example draft
What should a film discussion verify before using public reactions?
Public sources: https://movie.douban.com/subject/1292052/
Output excerpt
Film metadata was verified; the comment service failed twice, so reaction analysis remains blocked.
Rating: 9.7 out of 10
Rating count: 3362655 ratings
Runtime: 142 minutes
Partial acceptance: subject detail succeeded after retry; two comment calls failed upstream. No reaction findings.
Observed 2026-11-07T01:53:03.481Z. Partial acceptance: subject detail succeeded after retry; two comment calls failed upstream. No reaction findings. The video summarizes this example; it is not a separate execution.
Input and output
You provide
A Douban film link and a discussion question.
You get
A film brief with sourced metadata and explicit gaps when comments are unavailable.
How to use
An Agent that can read the complete Skill folder. Live research also needs a SandBase connection; supplied material can be used without a lookup.
Download and unpack the complete Skill folder, keep its references, and use it with a local Agent that supports Skills.
Download Skill v0.1.0
Ask your Agent
Use douban-film-discussion-brief with my supplied material. Verify Douban film metadata and assess which public discussion evidence is available.