stats-sanity
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.
DeepseekModel
Curated skill
Quality Good · 48
v1.0.0
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https://deepseekmodel.com/api/download.php?id=jasperpwang-lab-codex-skills-stats-sanity-skill-md&format=skill
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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.
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| Field | Description |
|---|---|
| format | Format tag (skill/v1) |
| skill_id | Unique skill ID |
| name | Skill name |
| version | Version |
| description | Description |
| category | Categories (array) |
| trigger_words | Trigger words |
| tags | Tags |
| source | Source |
| source_url | Source URL (this page) |
| exported_at | Exported at (set per download) |
| system_prompt | System prompt body |
| model_config | Model config: provider / model / temperature / max_tokens / top_p |
| examples | Examples |
| install_guide | Import guide for Coze / Dify / Claude / custom frameworks |
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