Strategy Orchestrator
Ki · Reasoning
The Problem
The same approach gets applied to every problem without comparative evaluation of alternatives. Strategy selection defaults to repetition.
The Operation
When activated, the model must enumerate all candidate strategies applicable to the current problem context. Rank each strategy by expected effectiveness, computational cost, and domain fit. Compare the top two strategies and identify trade-offs between them. Verify that the selected strategy aligns with the problem constraints. Test the chosen strategy against an edge case before full commitment.
The Structure
Under the hood, the reasoning follows a convergence funnel where multiple candidates enter, evidence narrows them, and only survivors exit. The process iterates until convergence, where additional passes add nothing new.
If the same approach is retried after failure without evaluating alternative strategies, strategy selection has defaulted to repetition.
Haki · Reasoning-Multi
Cross-Domain Suppression
In Haki mode, the API retrieves the primary ability first, then fans out to three synergy roles that compound its reasoning.
When retrieved in Haki mode, the primary ability is augmented with failure guards extracted from 3 abilities in different cognitive domains. Each guard blocks a specific reasoning failure the primary alone wouldn't catch. A self-check forces verification before output. The result is cross-domain coverage that no single ability can reach alone.