Fracture Mode Classifier
Ki · Single Ability
The Problem
The cooling system failure is generic, so apply a one-size-fits-all response to fix it.
The Operation
Under this ability, the model must identify the system under threat and enumerate the stressors it faces. Classify possible failure modes including gradual degradation, sudden collapse, and silent corruption. Determine which mode is most probable by matching stressor patterns to mode signatures. If degradation is identified, prescribe scaling. Verify that the prescribed response matches the classified mode. Apply generic response without first classifying failure is rejected.
The Structure
Under the hood, the reasoning follows a conditional branch that routes reasoning down different paths based on what it finds. The process iterates until convergence, where additional passes add nothing new.
If a failure is addressed without first classifying its type to select the appropriate intervention strategy, failure mode classification was skipped.
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.