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ara-rigor-reviewer

100 / 100 · Low risk

Fine to try.

By Orchestra-Research/AI-Research-SKILLs (GitHub) · research · 14,447 stars · scanned at commit 773a529

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. Use after Level 1 structural validation passes, when an ARA needs an objective epistemic critique before publication or release.

Works with any agent that supports SKILL.md skills.

What this skill can do

We found nothing in the files we read that matches our rules. That does not prove the skill is safe: see the limits of static scanning.

Install

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

if [ -e ~/.agents/skills/'ara-rigor-reviewer' ] || [ -L ~/.agents/skills/'ara-rigor-reviewer' ]; then echo 'A skill folder named ara-rigor-reviewer already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/Orchestra-Research/AI-Research-SKILLs' "$d" && git -C "$d" checkout --quiet '773a52944ba4747a18bd4ae9ade53fff041adcbc' -- '22-agent-native-research-artifact/rigor-reviewer' && mkdir -p ~/.agents/skills && cp -R "$d"/'22-agent-native-research-artifact/rigor-reviewer' ~/.agents/skills/'ara-rigor-reviewer' && 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/'ara-rigor-reviewer' ~/.claude/skills/'ara-rigor-reviewer' (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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