Skill UI

This skill analyzes accumulated usage logs (execution traces) from the ARIS research harness. It proposes structural and behavioral optimizations for the workflow itself, including adjusting default parameters, refining skill prompts, and optimizing component ordering. It focuses on improving the system's robustness and efficiency (the 'harness'), rather than altering the research artifacts or code.

This tool performs a rigorous Level 2 semantic epistemic review of Agent-Native Research Artifacts (ARAs). It assesses six critical dimensions—including evidence relevance, falsifiability, and methodological rigor—to determine the content's intellectual soundness. It is used after initial structural validation to provide objective, constructive criticism, scoring the work from Strong Accept to Reject.