skillboardUpdated every 6 hours
skillboardAutonomous multi-round research review loop. Repeatedly reviews via Codex 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.
692e9faAuto 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 (cumulative log) REVIEWER MODEL — Model used via Codex MCP. Must be an OpenAI model (e.g., , , ) HUMAN CHECKPOINT false — When , pause…
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/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/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.
Fetches remote content at runtime, which can change after review.
Evidence: curl· fingerprint 427e4b79b1f0fc90