ClaudSkills / Science & Research / math-stats

Degenerate Input Filtering

Quality score: 70/100 · Category: Science & Research · Sub-category: math-stats

type:generator

Filter degenerate, uninformative inputs before statistical tests: single-sequence alignments, empty files, constant features, zero-variance inputs, all-NaN columns. See nan-safe-correlation for NaN-aware correlation; statistical-analysis for test guidance.

What this skill does

Degenerate Input Filtering is a production-ready Claude Code skill (quality score 70/100) in the math-stats sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/degenerate-input-filtering/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Degenerate Input Filtering 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/degenerate-input-filtering
curl -L https://claudskills.com/skills/degenerate-input-filtering/SKILL.md \
  -o ~/.claude/skills/degenerate-input-filtering/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/degenerate-input-filtering/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/degenerate-input-filtering/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\degenerate-input-filtering\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.

More Science & Research skills

Browse all Science & Research skills in the ClaudSkills registry, or explore these top-rated picks from the same category:

Browse all Science & Research skills → Top 100 skills

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

Part of Acreator Store — Adam Lankamer's AI tools: GifPerfect · AspectPerfect · SlomoPerfect · Ucaption · UTagger · AutoXPoster · TestYourSkills