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data-scientist
Processes and analyzes data with resident-kernel engines (DuckDB, Polars) and one-shot tools. Use for CSV/parquet/JSON analysis, group-by/join/aggregation, time series, distributions, cleaning, or plotting a dataset.
Why this score
This repo hosts 10 skills, so its 3,797 stars are split between them (about 380 each) for scoring.
Popularity score: 74/100 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 21, 2026 at commit 28cc33df649b, with Cisco's open-source skill-scanner.
What its code does:
- Runs shell commands Common for dev tools. Read the commands it runs.references/execution-surfaces.md:40, references/placement.md:14, references/polars-lane.md:10 and 3 more
- Downloads content and runs it Whatever it downloads can change after we scanned it.scripts/setup-uv.sh:39
Web addresses in its code:
- astral.shreferences/uv-setup.md:19
- bun.shscripts/ensure-js-deps.sh:12
These are the sites named in the code, so it's where your data could go. It isn't a complete list: code can build addresses while it runs, and a few of these may be links rather than calls. Whatever you send also goes to the AI model you use.
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
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This onedata-scientist code-yeongyu/lazycodex · Skill | 74 | ★ 3.8k | ≈58 always | 16d ago |
| neo4j-graph-data-scientist neo4j-contrib/gds-agent · Skill Both about scientist | 70 | ★ 98 | ≈39 always | 23d ago |
| scientist Yeachan-Heo/oh-my-claudecode · Subagent Both about scientist | 83 | ★ 40k | ≈14 in chat | 16d ago |
| experiment-scientist AutoResearch-Factory/Agon · Subagent Both about scientist and analyze | 52 | ★ 54 | ≈33 in chat | 29d ago |
| marketing-scientist indranilbanerjee/digital-marketing-pro · Subagent Both about scientist | 65 | ★ 896 | ≈55 in chat | 24d ago |