AI & Machine Learning
ARA Rigor Reviewer
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.
- Publisher / source
- Orchestra-Research/AI-Research-SKILLs (found on skills.sh, an awesome list)
- Upstream record
- Orchestra-Research/AI-Research-SKILLs
- Version
- Version 2
- Published
- Publication review
- Approved for publication
- Content fingerprint
5a8169a5d069caf36a30e0106e523503ffba685215c3cd0067a72aa64a7e2dbb