Analogical Reasoner
Ki · Single Ability
The Problem
The engineer focused only on the surface similarity between the new software and the old system, leading to a flawed implementation.
The Operation
When activated, the model must identify the structural pattern of the problem, extract the causal mechanism, feedback loops, and constraints. Scan at least two distant domains for isomorphic structures sharing the same relational topology. Map source-domain solutions onto the target, preserving structural correspondence. Verify the transferred solution addresses the target's core constraint. If analogies compete, rank by structural fit and filter by feasibility. Transfer surface similarities reject analogies matching is rejected.
The Structure
Under the hood, the reasoning follows an abstraction ladder that moves up and down between concrete details and abstract patterns. It keeps running until the answer stops changing between iterations.
If the solution search remains within the original domain without mapping to structurally similar problems elsewhere, analogical reasoning was not activated.
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.