How we read this cluster
A small cluster with an outsized risk per row. Replies, likes and comment flows are individually trivial and collectively the clearest example of behaviour a platform reads as automation.
There is no version of this cluster we would recommend running unattended. Keep the skill at drafting suggested replies and let a person send them.
How demand is distributed
The single highest-scoring row accounts for 48% of this cluster's downloads.
Risk mix
These labels ship with the snapshot. They are not an official grading and they are not ours. Our reading is to treat the label as a question: does this row only read public content, or does it need your session, or does it publish for you? Low roughly means "never touches your account"; High roughly means "touches it in a way other people can see".
Top rows by opportunity score
| Skill | Downloads | Installs | Risk |
|---|---|---|---|
xhs-auto-reply |
129 | 0 | High |
xiaohongshu-comment |
133 | 0 | High |
xhs-note-health |
6 | 0 | High |
phy-xiaohongshu-gtm |
0 | 0 | High |
xiaohongshu-proxy-manager |
0 | 0 | High |
Where these numbers come from
How to verify a row before you install it
- Check the skill's own repository or documentation. The shared source page behind this snapshot is a starting point; it is not evidence that the row is still maintained.
- Read the risk label as an action question: does it only read public content, or does it need a logged-in session, or does it publish on your behalf?
- Run it once in an isolated session or a test account. Do not make the first attempt on your main account.
- Write down the single smallest thing you want it to do, then check only that after the first run.