Experiment Audit is a well-rated Claude Code skill (quality score 80/100) in the science-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/experiment-audit/ and loads when your prompt matches the skill's trigger.
When to invoke it: Use when user says \"审计实验\", \"check experiment integrity\", \"audit results\", \"实验诚实度\", or after experiments complete before writing claims.
The Experiment Audit 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.
mkdir -p ~/.claude/skills/experiment-audit curl -L https://claudskills.com/skills/experiment-audit/SKILL.md \ -o ~/.claude/skills/experiment-audit/SKILL.md
Or just download SKILL.md directly and drop it into ~/.claude/skills/experiment-audit/. Claude Code auto-discovers it on next session.
Skills live at ~/.claude/skills/experiment-audit/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\experiment-audit\SKILL.md on Windows. See the full install guide for step-by-step instructions.
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.
Browse all Science & Research skills in the ClaudSkills registry, or explore these top-rated picks from the same category: