juanlurg/data-science-claude-skills
Leading#4 in Skillslow confidence
Environment-aware EDA skills (auto-eda, dataset-doctor) that detect your pandas/polars library and SQL dialect. Genuine but niche and low-star, so ranked low.Our read
Why it ranks #4
The repository offers distinctive environment-aware EDA skills, but the cited GitHub and community coverage indicate niche adoption and a much smaller user signal than the leading projects.Here is the catch
Low star and review volume make reliability hard to assess
Depends on local libraries and agent execution quality
Narrower maintenance base than established data tooling
Does this well
Environment awareness reduces generic or incompatible code suggestions
Focused dataset-doctor workflow is practical for early analysis
Skill definitions can be audited and modified
Pricing
Checked by hand on 2026-07-23. Prices in this category change often — if this looks wrong, it probably is.
Key features
Automatic exploratory data analysisDataset health checksPandas and Polars environment detectionSQL-dialect-aware analysis guidance
Sources we read
Quick facts
More in this area
The rest of the Skills column.- 1xlsx (Anthropic Agent Skill)Anthropic's official spreadsheet skill (from the 163k-star anthropics/skills repo, used in production Claude) — reads, analyzes, and builds Excel with formulas, pivots, and charts; the recognized leader for AI file-based analysis.
- 2K-Dense scientific-agent-skills (EDA)Automated exploratory-data-analysis and publication-quality visualization skills from the most-starred science skills library (31.6k★, 148 SKILL.md skills).
- 3nimrodfisher/data-analytics-skillsA small, focused community collection of Claude skills for the everyday analytics workflow — cleaning, aggregation, and charting on tabular data. Low star count, so ranked low.