sensitivity-analysis-design

Research

Design leave-one-out, influence diagnostics, subgroup analyses, and robustness checks

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How to use this skill

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Prompt to paste

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Source SKILL.md: https://github.com/yogsoth-ai/de-anthropocentric-research-engine/blob/HEAD/skills/sensitivity-analysis-design/SKILL.md

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Copying this prompt does not install or run the skill. Review third-party files before use. Codex skill guide

Sensitivity Analysis Design SOP

Design comprehensive sensitivity analyses to test the robustness of meta-analytic conclusions under different assumptions and exclusion criteria.

When to Use

After primary analysis plan is established
When outliers or influential studies are identified
When methodological decisions could affect conclusions

Input

included_studies: List of included studies with characteristics
potential_outliers: Studies flagged as potential outliers or influential cases
subgroup_variables: Variables for pre-specified subgroup analyses

Output

Complete sensitivity analysis plan specifying each analysis, its rationale, and interpretation framework.

Available SOPs

Optional, no fixed order; the final leaf is always a sop.

SOP	When to use
spawn-agent	Spawn a customized CC subagent with full MCP tool access. Used by SOPs that declare execution: subagent.