How we read this cluster
This is the widest and most commoditised cluster in the snapshot. Most rows rewrite, expand or restructure text a creator already owns, so the marginal value sits in the review loop around the skill rather than in the skill itself. Two creators who install the same note-writing skill will get near-identical drafts unless one of them wraps it in a brand voice file, a claim list and a human approval step.
Because the output is prose, mistakes are cheap to catch and cheap to undo. Treat the risk here as editorial rather than operational: the failure mode is publishing a bland or off-brand note, not losing an account.
How demand is distributed
The single highest-scoring row accounts for 21% 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-note-creator |
1,659 | 15 | Low |
xhs-content-creator |
1,092 | 13 | Low |
auto-redbook-skills |
1,933 | 3 | Low |
xiaohongshu-title |
1,236 | 3 | Low |
xhs-viral-note-writer |
292 | 2 | Low |
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.