Example draft
What does one article and its response actually show?
Public sources: https://toutiao.com/group/7450114952884503059/
Output excerpt
One returned comment is favorable, but a one-comment sample cannot establish audience sentiment.
Reads: 95 reads
Likes: 3 likes
Comments sampled: 1 comment
Article metadata and a single public comment cannot prove reach, sentiment distribution or factual claims.
Observed 2026-11-07T01:41:54.485Z. Article metadata and a single public comment cannot prove reach, sentiment distribution or factual claims. The video summarizes this example; it is not a separate execution.
Input and output
You provide
A public article link and your editorial goal.
You get
An article response brief with verified counters, response themes and a next step.
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 toutiao-article-response-brief with my supplied material. Review a Toutiao article and public responses to prepare an informed follow-up.