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auto-review-loop

77 / 100 · Review before installing

Check before installing. Some of what it can do is expected: a research skill usually looks things up on the internet.

By wanshuiyin/Auto-claude-code-research-in-sleep (GitHub) · research · 19,020 stars · scanned at commit 8f49392

Autonomous multi-round research review loop. In Copilot CLI it defaults to the native complementary rubber-duck subagent with host-event model evidence; elsewhere it uses Codex, while explicit external reviewer overrides remain available. Implements fixes and re-reviews until a policy-approved positive assessment or max rounds is reached.

Works with any agent that supports SKILL.md skills.

What this skill can do

Runs commands on your computer

This is disclosed by the author in the skill's SKILL.md or README.

Found in 4 places.

Show 1 more

Sends data to these websites: dblp.org, doi.org

The author does not mention this. Expected for a research skill.

Found in 1 place.

Downloads and installs other software

The author does not mention this.

Found in 2 places.

Safer alternatives

Low-risk skills in the same category (research) that look related. Check that one does what you need.

Other copies in this repository

wanshuiyin/Auto-claude-code-research-in-sleep has 3 more folders with a skill named auto-review-loop. This page shows the lowest-scoring copy.

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'auto-review-loop' ] || [ -L ~/.agents/skills/'auto-review-loop' ]; then echo 'A skill folder named auto-review-loop already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep' "$d" && git -C "$d" checkout --quiet '8f493923f28c3f991dcca1287db97aa780d0969b' -- 'skills/auto-review-loop' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/auto-review-loop' ~/.agents/skills/'auto-review-loop' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'auto-review-loop' ~/.claude/skills/'auto-review-loop' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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Score history

DateVersionScore
2026-11-118f4939277
2026-11-08290123477
2026-11-07290123477