auto-hypothesis-test
Installation
SKILL.md
auto-hypothesis-test
Automated statistical testing tool — automatically selects the appropriate hypothesis test based on your data characteristics (t-test / chi-square / ANOVA / Mann-Whitney, etc.) and outputs results with plain-language interpretations.
Capabilities
| Feature | Description |
|---|---|
| Independent samples t-test | 2 groups + normal data, compare means |
| Welch's t-test | 2 groups + normal but unequal variances |
| Mann-Whitney U | 2 groups + non-normal data (nonparametric) |
| One-way ANOVA | 3+ groups + normal data |
| Kruskal-Wallis | 3+ groups + non-normal data (nonparametric) |
| Chi-square independence test | Association between two categorical variables |
| Paired t-test | Before/after comparison (normal) |
| Wilcoxon signed-rank | Before/after comparison (nonparametric) |
| Auto-selection | Automatically chooses based on group count, normality, and data type |
| Plain-language interpretation | Every metric and conclusion explained in everyday language |