Operator-Use

Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.

Generates Python workflow files using the Operator workflow DSL. Knows all available patterns (classify-and-act, fan-out-and-synthesize, adversarial-verify, generate-and-filter, tournament, loop-until-done) and produces ready-to-run .py files saved to the workflows directory.