Capacity Constraint Mapper
Ki · Single Ability
The Problem
The server room has infinite space, so we can ignore the density of the equipment.
The Operation
The model is directed to identify all containers and extract their stated capacities in volume, count, or bandwidth. Enumerate all contents per container and compute cumulative size requirements. Compare contents against capacity. If capacity data is missing, reject any assumption of unlimited space and demand explicit limits. Verify that after reallocation the revised assignment satisfies all capacity constraints. If it detects allow overflow pass silently, it halts and corrects.
The Structure
Under the hood, the reasoning follows a constraint net that tests the conclusion against all known constraints simultaneously. Processing continues until the input space is covered or stagnation is detected.
If contents are assigned to containers without checking cumulative size against stated capacity limits, capacity mapping was bypassed.
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.
Appears in Use Cases