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TaskSpecification -> StandardizedExecutionStream
Takes disparate LLM developer client tools -> produces a standardized execution protocol for unified task assignment and monitoring.
Problem it solves
Disparate agent frameworks have incompatible CLI/API protocols, making team orchestration difficult.
Consumes
Emits
The real projects this mechanism was found in. Attribution is the point — this is how the best teams actually do it.