Cognitive Resource Allocator
Ki · Single Ability
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 · Multi Ability
Synergy Topology
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, these four abilities don't run in sequence. They merge into a single injection where the dependency grounds the reasoning context, the amplifier sharpens the primary's output, and the alternative provides a fallback path if the primary's topology cannot converge. The result is a multi-angle reasoning scaffold that covers failure modes no single ability can reach alone.