ClaudSkills / Science & Research / science-misc

Ice Scorer

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

Automatically score growth experiments using the ICE framework (Impact × Confidence × Ease). Use when the user creates a new experiment, mentions scoring or prioritization, or when analyzing experiment backlogs. Helps prioritize experiments by evaluating Impact (1-10), Confidence (1-10), and Ease (1-10).

What this skill does

Ice Scorer 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/ice-scorer/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when the user creates a new experiment, mentions scoring or prioritization, or when analyzing experiment backlogs. Helps prioritize experiments by evaluating Impact (1-10), Confidence (1-10), and Ease (1-10).

Who uses this skill

The Ice Scorer 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/ice-scorer
curl -L https://claudskills.com/skills/ice-scorer/SKILL.md \
  -o ~/.claude/skills/ice-scorer/SKILL.md

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

Skills live at ~/.claude/skills/ice-scorer/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\ice-scorer\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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