thinking

Structured analysis routing detects the shape of your problem and applies a matching workflow, such as first-principles decomposition or iterative depth exploration, to prevent unfocused evaluation. It forces a single selected mode to ensure rigorous processing.

Red-team stress testing attacks your assumptions adversarially to expose fatal flaws. It routes your request into a specialized analytical workflow that challenges constraints directly, ensuring vulnerabilities are surfaced before finalizing decisions.

Multi-agent council debate surfaces strong trade-offs through perspective challenges and visible synthesis. It routes complex decisions into a structured workflow where multiple viewpoints challenge each other to produce a robust final evaluation.

Yes, science-style hypothesis testing cycles apply to complex investigations by structuring progress into measurable goal, experiment, analysis, and iteration phases. This prevents shallow analysis by enforcing a rigorous scientific method workflow.

First-principles decomposition is needed to rebuild understanding from fundamental truths and isolate real constraints. It routes your problem into a workflow that strips away assumptions, ensuring decisions are grounded in core facts.

Automated analytical mode routing requires selecting exactly one matching mode per request, limiting multi-modal parallel processing. It cannot combine workflows simultaneously and depends on accurate problem shape detection to prevent misapplied analysis.