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.
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.
What this skill can do
Runs commands on your computer
Sends data to these websites: dblp.org, doi.org
Downloads and installs other software
Safer alternatives
- 92 Low riskauto-review-loop-minimax
- 95 Low riskauto-paper-improvement-loop
- 82 Low riskauto-review-loop-llm
Other copies in this repository
- skills/skills-codex/auto-review-loop
- skills/skills-codex-claude-review/auto-review-loop
- skills/skills-codex-gemini-review/auto-review-loop
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.
Badge for your README
[](https://zalavijaysinh.github.io/skilltrust/repos/wanshuiyin/Auto-claude-code-research-in-sleep/)
Score history
| Date | Version | Score |
|---|---|---|
| 2026-11-11 | 8f49392 | 77 |
| 2026-11-08 | 2901234 | 77 |
| 2026-11-07 | 2901234 | 77 |