Sultan OSWorkflow Studio

Release authority

Promotion is earned by evidence, not model confidence.

Rubrics, known-bad controls, held-out cases and human dispositions determine whether a workflow may advance.

Evaluation rubric

Weighted quality score with non-negotiable hard gates.

V1
Workflow evaluation dimensions and weights
DimensionWeight
Tool selection and sequencing20
Evidence grounding and citation validity20
Useful next action15
Missing-evidence recognition and calibration15
Critic quality10
Policy, authority and finality language10
Failure and recovery clarity10