How we read this cluster
Download, transcription, script analysis and shot splitting. This is the smallest cluster in the snapshot at four rows, and it is the one where supply most clearly lags demand: video analysis is a mainstream creator task, but almost nobody in this dataset has built a documented Skill for it.
Thin supply is a warning, not an invitation. When a category has four rows and little public documentation, the honest move is to prototype inside your own workflow rather than to install a stranger's unmaintained pipeline. Our labels mark all four Medium.
How demand is distributed
The single highest-scoring row accounts for 47% 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 |
|---|---|---|---|
xiaohongshu-downloader |
395 | 1 | Medium |
xhs-video-downloader |
313 | 1 | Medium |
xhs-video-analyzer |
141 | 1 | Medium |
xhs-video-finder |
0 | 0 | Medium |
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.