AI Plugin Indexreview-r vs scikit-learn
review-r and scikit-learn are both developer tools skills. scikit-learn scores higher (89 vs 80 out of 100). scikit-learn has more GitHub stars (48k), and scikit-learn was updated more recently (today). The table compares them side by side.
| review-r | scikit-learn | |
|---|---|---|
| Score | 80 / 100 | 89 / 100 |
| What it does | Read-only R code review protocol for `.R` scripts. Checks code quality, reproducibility, domain correctness, tidyverse idioms, and professional standards; produces a report without editing. Use when user says "review this R script", "check the R code", "audit the analysis code", "code review on the R", or when an R file is touched as part of a paper submission. NOT for running the code — pair with `/audit-reproducibility` for numeric verification. | Machine learning in Python with scikit-learn. Use for classification, regression, clustering, model evaluation, and ML pipelines. |
| Publisher | Community: pedrohcgs | Community: sickn33 |
| Grades | Maintenance A, Licence A, Quality A | Maintenance A, Licence A, Quality A |
| npm downloads a week | Not on npm | Not on npm |
| Runs | Skill | Skill |
| Works with | Claude Code, Claude apps | Claude Code, Claude apps |
| GitHub stars | 1,665 | 48,364 |
| Last commit | 27 Sept 2026 | 23 Oct 2026 |
| Licence | MIT | MIT |
| Listed since | 20 Oct 2026 | 22 Oct 2026 |
| Install review-r | Install scikit-learn |
Questions
Is review-r or scikit-learn more popular?
scikit-learn has more GitHub stars: 48,364.
Can I use review-r and scikit-learn together?
Yes. AI assistants can load several skills at once. Install both and the assistant picks the right one for each task.