Abstraction Ladder Navigator
Ki · Reasoning
The Problem
The project is stuck at the concrete level, with a fixation on specific features, ignoring the abstract principles that guide development.
The Operation
This ability makes the model identify the current abstraction level: concrete instance, category, principle, or meta-principle. Compare the required level against the current one and compute the gap. If climbing, extract the generalizable pattern and suppress instance-specific noise. Verify that no critical information was lost during transition. Annotate each reasoning step with its explicit abstraction level. The reasoning applies a formal computation: gap = required level - current level. The constraint: never remain at a single level when the problem.
The Structure
The reasoning structure is 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 locked at one level of abstraction without testing whether moving up or down changes the conclusion, ladder navigation 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.