ClaudSkills / Science & Research / science-misc

Vera Stat Doe Analyzing

Quality score: 70/100 · Category: Science & Research · Sub-category: science-misc

type:debug

Server-side extension that completes the full analysis pipeline for designed experiments (DOE) after vera-stat-doe-testing has run. Adds simple effects analysis, contrast analysis, effect magnitude ranking, response surface methodology (RSM) with contour plots and canonical analysis, fractional factorial alias structure, split-plot error terms, residual diagnostics, optimal factor settings via desirability function, and tree-based variable importance (RF + LightGBM). Generates manuscript-ready methods.md and results.md with formatted tables, publication-quality figures, and references.bib. Applies output variation, code style variation for natural, non-repetitive output. Triggered after vera-stat-doe-testing completes, or direct request with an experimental design dataset.

What this skill does

Vera Stat Doe Analyzing is a production-ready Claude Code skill (quality score 70/100) in the science-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/vera-stat-doe-analyzing/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Vera Stat Doe Analyzing skill is built for researchers, data scientists, academics, and analysts working with complex data and scientific literature. It is part of the open ClaudSkills registry, a community-curated catalog of 15,000+ capabilities you can install for Claude Code — the Claude CLI agent.

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/vera-stat-doe-analyzing
curl -L https://claudskills.com/skills/vera-stat-doe-analyzing/SKILL.md \
  -o ~/.claude/skills/vera-stat-doe-analyzing/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/vera-stat-doe-analyzing/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/vera-stat-doe-analyzing/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\vera-stat-doe-analyzing\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

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Part of ClaudSkills — the open registry for Claude Code skills. · What's New · Install guide · About · llms.txt