data-analysis
data-analysis is an Exploratory analysis & notebooks skill for AI agents, published by Upsonic in the Upsonic repository on GitHub. Skillspace rates data-analysis B (81/100) and it passed the safety scan; a judge model has also reviewed it.
Analyze, explore, clean, and visualize datasets with statistical rigor. Use when user asks to analyze data, find patterns, compute statistics, create visualizations, clean messy data, or explore a dataset. Trigger when user says things like "analyze this data", "what trends do you see", "find patterns in", "create a chart", "clean this dataset", "run statistics on", "what does this data tell us", or provides CSV/Excel/JSON data for exploration. Also trigger for A/B test analysis, cohort analysis, and data quality assessments. Do NOT trigger for simple data format conversions, database query writing without analysis, or ETL pipeline design.
- Grade
- B
- Quality
- 81 / 100
- Safety
- Passed
- GitHub stars
- 7,909
Placed #1 of 2 when judged against its near-duplicates in Exploratory analysis & notebooks.
Not launch-quality. It is graded B with a clean safety verdict, but our quality filters exclude it: it is a near-duplicate variant of another skill. So it is not in our launch-quality set, the skills our MCP server searches and recommends. How launch-quality is decided
Our two independent classifiers differ on this skill's category, so treat the placement as provisional.
This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.
Our review
- Architecture
- 100 / 100
- Maturity
- Structured: ships references or scripts
- Security scan
- No issues found
- License
- MIT
- Adoption
- Adopted by 0 other repositories, in 1 collections
- Scope
- Portable: works in any project. Generic data analysis, cleaning and visualization guidance
Judge review
Placed #1 of 2 when judged against its near-duplicates in Exploratory analysis & notebooks.
- Trigger
90 90 - Instructions
85 85 - Specificity
80 80 - Safety
85 85 - Disclosure
85 85 - Maintenance
58 58
Opens by clarifying the actual analytical question and cleaning strategy before touching data, then offloads heavy lifting to a profiling script and a stats-test reference guide.
Not checked yet
- No blind task eval yet
- Sibling files (scripts, references) not fetched; security scan covers SKILL.md only
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