clean-data
Use when a clinical CSV/Excel dataset needs profiling and cleaning before analysis (missing values, outliers, duplicates, type mismatches). Profiles, flags and generates cleaning code in three stages, each gated on the researcher's approval. Never auto-cleans.
Why this score
This repo hosts 10 skills, so its 346 stars are split between them (about 35 each) for scoring.
Popularity score: 61/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 20, 2026 at commit f3fca73aff75, with Cisco's open-source skill-scanner.
None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Prompts that use Excel
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This oneclean-data Aperivue/medsci-skills · Skill | 61 | ★ 346 | ≈68 always | 16d ago |
| data-clean dathere/qsv · Skill Same job: spreadsheets, also for Excel | 63 | ★ 3.8k | ≈24 always | 16d ago |
| data-analysis-skills cabbage2000-lab/data-analysis-skills · Skill Same job: spreadsheets, also for Excel | 57 | ★ 21 | ≈54 always | 26d ago |
| add-data-source microsoft/power-platform-skills · Skill Same job: spreadsheets, also for Excel | 70 | ★ 1.0k | ≈129 always | 16d ago |
| feishu-cli-data riba2534/feishu-cli · Skill Same job: spreadsheets, also for Excel | 70 | ★ 1.4k | ≈102 always | 26d ago |
| clean-commits Archive228/loopkit · Skill Both about clean | 58 | ★ 755 | ≈28 always | 4mo ago |