K-Dense scientific-agent-skills (EDA)
Leading#2 in Skillshigh confidence
Automated exploratory-data-analysis and publication-quality visualization skills from the most-starred science skills library (31.6k★, 148 SKILL.md skills).Our read
Why it ranks #2
The existing source set records roughly 31.6k stars for the broader K-Dense scientific skills library, the strongest adoption signal among specialist science and EDA skill collections here.Here is the catch
Quality and dependencies vary across the large skill collection
Requires an agent plus local scientific Python tooling
Repository stars do not establish validation of every statistical workflow
Does this well
Broad collection covers analysis beyond basic spreadsheet summaries
Skill files are transparent and easy to adapt
Strong community interest for a specialist scientific repository
Pricing
Checked by hand on 2026-07-23. Prices in this category change often — if this looks wrong, it probably is.
Key features
Exploratory data-analysis workflowsPublication-quality visualization guidanceStatistical testing proceduresReusable scientific agent skills
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.
- 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.
- 4juanlurg/data-science-claude-skillsEnvironment-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.