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Experiment Review

Category: Science & Research  ·  Sub-category: research-methods  ·  Last updated:
type:review
Use when about to declare verdict='supported' on any experiment in a quant-research project (mandatory co-gate with bug_review; both must pass). Also use when the user asks for a review of a notebook / experiment / project, at end-of-research-cycle gates, before external sharing / publication / any deployment recommendation, and when inheriting a notebook that needs a fresh-eyes assessment. Asks whether the claim is warranted by what was actually tested — distinct from bug_review which asks whether the implementation is correct. Both layers required for verdict='supported'.

From the source SKILL.md

A review skill for quantitative-research experiment notebooks. It asks: is the conclusion warranted by what was actually tested? This is orthogonal to implementation correctness; bug_review answers whether the code and numbers are contaminated.

What this skill does

Experiment Review is a community-contributed Claude Code skill in the research-methods sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/experiment-review/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when about to declare verdict='supported' on any experiment in a quant-research project (mandatory co-gate with bug_review; both must pass). Also use when the user asks for a review of a notebook / experiment / project, at end-of-research-cycle gates, before external sharing / publication / any deployment recommendation, and when inheriting a notebook that needs a fresh-eyes assessment.

Who uses this skill

The Experiment Review Claude Code skill is built for researchers, data scientists, academics, and analysts working with complex data and scientific literature. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 70,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/experiment-review
curl -L https://claudskills.com/skills/experiment-review/SKILL.md \
  -o ~/.claude/skills/experiment-review/SKILL.md

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

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

Pro

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Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
ClaudSkills. (2026). Experiment Review [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/experiment-review/
BibTeX
@misc{experiment-review-2026,
  author    = {ClaudSkills},
  title     = {Experiment Review [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/experiment-review/}
}

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