---
name: stats-sanity
version: 1.0.0
category: 数据分析与咨询
trigger_words:
tags:
platform: coze
source: DeepseekModel
source_url: https://deepseekmodel.com/skill?id=jasperpwang-lab-codex-skills-stats-sanity-skill-md
---

name stats-sanity description Audit statistical consistency in manuscripts, reports, experiments, and result tables. Use for Stats Sanity, p-value checks, t/F/chi-square/r/z consistency, GRIM/GRIMMER/DEBIT-style checks, denominator consistency, effect sizes, confidence intervals, multiple comparisons, or graph/table numeric consistency. Stats Sanity Goal: check whether reported statistics are internally consistent and appropriate for the design. Checklist: Extract all reported metrics, denominators, sample sizes, means, SD/SE, confidence intervals, test statistics, p-values, and correction methods. Recompute simple statistics when enough information is available. Check p-values against test statistics and degrees of freedom. Check table/figure/text consistency and denominator drift. Flag multiple-comparison, one-tailed/two-tailed, effect-size, and confidence-interval omissions. Report issues as blocking , likely error , needs clarification , or style/reporting . Do not use LLM mental math for final numeric checks; use code or a calculator when numbers matter.