skillboardUpdated every 6 hours
skillboardAutonomous multi-round research review loop. Repeatedly reviews using Claude Code via claude-review MCP, implements fixes, and re-reviews until positive assessment or max rounds reached. Use when user says "auto review loop", "review until it passes", or wants autonomous iterative improvement.
Override for Codex users who want Claude Code , not a second Codex agent, to act as the reviewer. Install this package after . Auto Review Loop: Autonomous Research Improvement Autonomously iterate: review → implement fixes → re review, until the external reviewer gives a positive assessment or MAX ROUNDS is reached. Context: $ARGUMENTS Constants MAX ROUNDS 4 POSITIVE THRESHOLD: score 6/10, or verdict contains "accept", "sufficient", "ready for submission" REVIEW DOC: in project root…
Full body not shown for this license – view the source on GitHub →Copy a source-pinned command for your client. You run it yourself.
Destination: .claude/skills/auto-review-loop · pinned to the source commit
# Run from your project root
git clone https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git .skillboard-tmp
git -C .skillboard-tmp checkout 692e9fa3fea40bbdf614584d461851f8fb968ac2
mkdir -p ".claude/skills"
cp -r ".skillboard-tmp/skills/42-wanshuiyin-ARIS/skills/skills-codex-claude-review/auto-review-loop" ".claude/skills/"
rm -rf .skillboard-tmpReview the source before running. This copies files into your project; it is not a one-click install and does not verify runtime safety.
sudo apt update && sudo apt install -y gitnpm install -g @anthropic-ai/claude-code# Run from your project root
git clone https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git .skillboard-tmp
git -C .skillboard-tmp checkout 692e9fa3fea40bbdf614584d461851f8fb968ac2
mkdir -p ".claude/skills"
cp -r ".skillboard-tmp/skills/42-wanshuiyin-ARIS/skills/skills-codex-claude-review/auto-review-loop" ".claude/skills/"
rm -rf .skillboard-tmpDestination: .claude/skills/auto-review-loop
Scanner static-checks@0.1.0 · commit 692e9fa3fea4. Static checks cannot prove runtime safety – review the source and the exact diff before installing. How checks work.
No static rules matched. This is not a safety guarantee.