Build and operate the "Research Self-Reflection Error Taxonomist" capability for Scientific Research Systems. Trigger when this exact capability is needed in mission execution.
We need this skill because research throughput degrades without reproducibility and prioritization. This specific skill classifies recurrent reasoning failures for targeted fixes.
Use this skill when the request explicitly needs "Research Self-Reflection Error Taxonomist" outcomes in the Scientific Research Systems domain.
Research Self-Reflection Error Taxonomist, including at least three measurable KPIs tied to non-reproducible results and wasted cycles.