statistical-analysis

Quick Review

Exceptional statistical analysis skill with comprehensive coverage of hypothesis testing, regression, Bayesian methods, and professional reporting. The SKILL.md provides clear entry points through decision trees and quick references, while delegating detailed guidance to well-organized reference documents. Task knowledge is outstanding with complete code examples, assumption checking workflows, and APA reporting templates. The structure effectively balances overview content in SKILL.md with detailed references. Novelty is strong—statistical analysis requires specialized knowledge of test selection, assumption verification, effect size interpretation, and APA formatting that would consume significant tokens for a CLI agent to execute correctly. The skill meaningfully reduces complexity for academic research workflows. Minor improvement possible in explicitly mapping when to use each reference file, though current signposting is quite good.