ClaudSkills / Science & Research / science-misc

Experiment Loop

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

Apply the scientific method to any CEO initiative — define a metric, make ONE change per cycle, measure impact, keep or discard, repeat. Inspired by autoagent's autonomous hill-climbing methodology. Use when the CEO mentions 'test this,' 'experiment,' 'try and see,' 'A/B test,' 'iterate on,' 'what if we,' 'optimize,' 'is this working,' or any situation where systematic, measurable improvement beats guessing.

What this skill does

Experiment Loop 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/experiment-loop/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when the CEO mentions 'test this,' 'experiment,' 'try and see,' 'A/B test,' 'iterate on,' 'what if we,' 'optimize,' 'is this working,' or any situation where systematic, measurable improvement beats guessing.

Who uses this skill

The Experiment Loop 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/experiment-loop
curl -L https://claudskills.com/skills/experiment-loop/SKILL.md \
  -o ~/.claude/skills/experiment-loop/SKILL.md

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

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