Auto Review 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/auto-review-loop/ and loads when your prompt matches the skill's trigger.
When to invoke it: Use when user says \"auto review loop\", \"review until it passes\", or wants autonomous iterative improvement.
The Auto Review 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.
mkdir -p ~/.claude/skills/auto-review-loop curl -L https://claudskills.com/skills/auto-review-loop/SKILL.md \ -o ~/.claude/skills/auto-review-loop/SKILL.md
Or just download SKILL.md directly and drop it into ~/.claude/skills/auto-review-loop/. Claude Code auto-discovers it on next session.
Skills live at ~/.claude/skills/auto-review-loop/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\auto-review-loop\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.
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