Agent-Skills.md

Agent Skills: Statistical Analysis Protocol

Statistical analysis toolkit for hypothesis testing, regression, correlation, Bayesian statistics, power analysis, and APA reporting. USE when conducting academic research, analyzing experimental data, testing hypotheses with t-tests or ANOVA, performing regression analyses, calculating effect sizes, checking statistical assumptions, or generating publication-ready statistical reports. Do not use for literature reviews, tool selection, or methodology design → see conducting-research skill.

UncategorizedID: Git-Fg/thecattoolkit/analyzing-data

Repository

Git-Fg/thecattoolkit
Git-FgLicense: MIT
1

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pnpm dlx add-skill https://github.com/Git-Fg/thecattoolkit/tree/HEAD/plugins/sys-research/skills/analyzing-data

Skill Files

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plugins/sys-research/skills/analyzing-data/SKILL.md

Skill Metadata

Name
analyzing-data
Description
"Statistical analysis toolkit for hypothesis testing, regression, correlation, Bayesian statistics, power analysis, and APA reporting. USE when conducting academic research, analyzing experimental data, testing hypotheses with t-tests or ANOVA, performing regression analyses, calculating effect sizes, checking statistical assumptions, or generating publication-ready statistical reports. Do not use for literature reviews, tool selection, or methodology design → see conducting-research skill."

Statistical Analysis Protocol

When to Use This Skill

This skill should be used when:

  • Conducting statistical hypothesis tests (t-tests, ANOVA, chi-square)
  • Performing regression or correlation analyses
  • Running Bayesian statistical analyses
  • Checking statistical assumptions and diagnostics
  • Calculating effect sizes and conducting power analyses
  • Reporting statistical results in APA format
  • Analyzing experimental or observational data for research

Core Capabilities

Workflow Decision Tree

Use this decision tree to determine your analysis path:

START
│
├─ Need to SELECT a statistical test?
│  └─ YES → See [references/test_selection_guide.md](references/test_selection_guide.md)
│  └─ NO → Continue
│
├─ Ready to check ASSUMPTIONS?
│  └─ YES → See [references/assumptions_and_diagnostics.md](references/assumptions_and_diagnostics.md)
│  └─ NO → Continue
│
├─ Ready to run ANALYSIS?
│  └─ YES → See [references/analysis-examples.md](references/analysis-examples.md)
│  └─ NO → Continue
│
└─ Need to REPORT results?
   └─ YES → See [references/report-templates.md](references/report-templates.md)

Resources

Scripts