Performs ARA Seal Level 2 semantic epistemic review on Agent-Native Research Artifacts, scoring six dimensions (evidence relevance, falsifiability, scope calibration, argument coherence, exploration integrity, methodological rigor) and producing a constructive, severity-ranked report with a Strong Accept-to-Reject recommendation.
Install
npx skills add Orchestra-Research/AI-Research-SKILLs --skill ara-rigor-reviewernpx skills add Orchestra-Research/AI-Research-SKILLs --skill ara-rigor-reviewer -a claude-code -gnpx skills add Orchestra-Research/AI-Research-SKILLs --skill ara-rigor-reviewer -a codex -ggemini skills install https://github.com/Orchestra-Research/AI-Research-SKILLs.git --path 22-agent-native-research-artifact/rigor-reviewergh skill install Orchestra-Research/AI-Research-SKILLs ara-rigor-reviewergit clone --depth 1 https://github.com/Orchestra-Research/AI-Research-SKILLs /tmp/Orchestra-Research__AI-Research-SKILLs
mkdir -p ~/.claude/skills ~/.agents/skills
cp -R /tmp/Orchestra-Research__AI-Research-SKILLs/22-agent-native-research-artifact/rigor-reviewer ~/.claude/skills/ara-rigor-reviewer # Claude Code
cp -R /tmp/Orchestra-Research__AI-Research-SKILLs/22-agent-native-research-artifact/rigor-reviewer ~/.agents/skills/ara-rigor-reviewer # Codex, Cursor, Gemini CLI, Copilot, OpenCode