Cognitive Resource Allocator
Ki · Reasoning
The Problem
Spent excessive effort on trivial details, missing the point of the project deadline.
The Operation
This cognitive operation forces the model to map the effort distribution across all sub-tasks within the current problem. Compare actual effort allocation against the relative importance and difficulty of each sub-task. Identify any disproportionate effort, over-investment in trivial components or under-investment in critical ones. Verify that effort tracks complexity. Rank sub-tasks by impact and constrain effort accordingly. The constraint: never allow cognitive inertia sustain misallocated effort.
The Structure
Structurally, this is an accumulate-classify-decide pattern that gathers evidence, categorizes it, then concludes. It cycles until successive passes yield identical results.
If all reasoning tasks receive equal analytical depth regardless of their impact on the conclusion, effort proportionality detection was not performed.
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.