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Statistics Skill

统计结果解读助手。支持t检验、方差分析、卡方、相关、回归、中介效应、调节效应、信度分析等。可直接粘贴SPSS输出，自动生成学术化解读。

jeoyee

@jeoyee

What This Skill Does

Interprets statistical results from SPSS output for academic writing. Supports t-tests, ANOVA, chi-square, correlation, regression, mediation, moderation, and reliability analysis by pasting raw output and generating formatted interpretations.

Replaces manually writing statistical result interpretations by automatically converting SPSS output into ready-to-use academic text.

When to Use It

  • Paste SPSS t-test output to generate a formatted interpretation for a research paper
  • Interpret ANOVA results from SPSS for a psychology or social science study
  • Convert chi-square test output into academic language for a journal article
  • Generate a mediation or moderation effect interpretation from SPSS regression output
  • Produce a reliability analysis (Cronbach's alpha) interpretation for a scale validation

Install

$ openclaw skills install @jeoyee/statistics-skill

Statistics Interpreter

A skill to interpret statistical results for academic writing.

Supported Methods

  • t-test, ANOVA, Chi-square, Correlation, Regression
  • Mediation analysis, Moderation analysis
  • Reliability (Cronbach's α)
  • Non-parametric tests

Usage

  1. Run: source("scripts/statistics_interpreter.R")
  2. Select mode 1
  3. Paste your statistical results
  4. Type END on a new line
  5. Get interpretation

Examples

Input:

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