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Parallel exploration dispatches multiple variant implementations simultaneously to evaluate different architectures. It manages multi-variant plans, executes them in parallel, and aggregates results for scenario testing and fresh-eyes review to determine the winning implementation.

Indecision detection monitors the planning phase of build or implement requests and proactively offers actionable options. It proposes either collaborative brainstorming or chef's-choice parallel exploration to resolve uncertainty about the optimal approach.

Yes, orchestration gates build requests by offering a choice between collaborative brainstorming and parallel variant implementation. You can start with ideation to explore approaches, then dispatch multiple architectures for simultaneous evaluation and winner determination.

Multi-variant dispatch executes parallel implementation plans simultaneously and aggregates the outputs for scenario testing. A fresh-eyes review evaluates the aggregated results within the test-kitchen workflow to determine the final winning architecture.

Choose parallel exploration whenever there is uncertainty about the best build approach and you need simultaneous evaluation of multiple implementations. It is ideal for variant planning when architectural decisions require scenario testing before committing to a single path.

No dependencies are required. The orchestration skill operates independently to detect indecision, dispatch multiple variant plans, manage parallel execution, and determine a final winner without relying on external components or frameworks.