Hierarchical Abstraction Simulator
Ki · Reasoning
The Problem
Team is fixated on increasing production speed without considering detail oversight at other levels.
The Operation
Under this ability, the model must state problem at concrete level with specific details, numbers, immediate actions. Restate at tactical level: methods, tradeoffs, mid-range goals. Restate at strategic level: long-term objectives, systemic effects. Compare three restatements, identify insights or leverage points visible at one level but invisible at others. Synthesize response addressing all three levels, stating how concrete action serves strategic goal. The constraint: never lock single abstraction layer.
The Structure
Under the hood, the reasoning follows an abstraction ladder that moves up and down between concrete details and abstract patterns. The process iterates until convergence, where additional passes add nothing new.
If the analysis remains at a single level of abstraction without checking whether patterns at other levels contradict or inform it, hierarchical simulation was skipped.
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.