Azure99

Refine an Original Goal into an acceptance-testable Overall Goal for Ultra-Goal through read-only exploration and user alignment. Manual invocation only.

Orchestrate complex engineering goals. Manual invocation only. Use this skill only when the user explicitly asks to use, invoke, run, or activate "$ultra-goal", "ultra-goal", or "the ultra-goal skill". Otherwise, do not use this skill.

Create or update Blossom operators under src/blossom/op (chat, text, common, util), including choosing MapOperator/FilterOperator/TransformOperator/MetricFilterOperator/Operator, wiring __init__.py exports, and using Context, Provider, DataFrame, and Schema APIs. Use when asked to add new operators, filters, translators, embedders, distillers, or other pipeline steps.