foryourhealth111-pixel/regression-analysis-helper
bundled/skills/regression-analysis-helper/SKILL.md
Build and diagnose regression analyses for continuous targets or effect estimation. Use for coefficient interpretation, residual checks, and model comparison; not for causal identification or clustering.
$ install --global
skillsauthnpx skillsauth add foryourhealth111-pixel/vco-skills-codex regression-analysis-helperInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Last scanned: Apr 26, 2026, 3:50 AM283.3s1 file scanned
SKILL.md
- name:
- regression-analysis-helper
- description:
- |
- allowed-tools:
- Read, Write, Edit, Bash, Grep
- version:
- 1.0.0
- license:
- MIT
- author:
- Jeremy Longshore <[email protected]>
Regression Analysis Helper
Purpose
Use this skill when the next question is "what does the regression say?" rather than "which broad workflow should own the whole ML task?"
In governed routing, regression ownership normally belongs to performing-regression-analysis.
When to Use
Use this skill when:
- Fitting linear or generalized regression models
- Interpreting coefficients, residuals, and diagnostics
- Comparing alternative regression specifications for a continuous outcome
Not For / Boundaries
- Main routed ownership of a regression task: use
performing-regression-analysis - Causal identification and counterfactual claims: use
performing-causal-analysis - Unsupervised grouping: use
running-clustering-algorithms - General report packaging: use
scientific-reporting
Typical Outputs
- Regression specification recommendations
- Diagnostic summaries for assumptions and fit
- Notes on effect size interpretation and multicollinearity risk
Related Skills
correlation-analyzerfor pre-model screeningperforming-regression-analysisas the routed owner when regression is the main taskscientific-reportingwhen the regression needs to become a deliverable report
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