Constraint Shadow Mapper
Ki · Reasoning
The Problem
The design allows for unconstrained ideation, ignoring invisible wall collisions in the simulation space.
The Operation
The model is directed to enumerate all explicit constraints. Surface implicit constraints across: physical limits, resource limits, regulatory walls, social norms, technical dependencies. Map the shadow boundary, true feasible space after all constraints. Verify no solution violates an implicit constraint; reject any crossing the shadow boundary. If fewer than 3 implicit constraints found, re-examine all categories, treat as insufficient search. It will not generate solutions before completing constraint map.
The Structure
Under the hood, the reasoning follows an accumulate-classify-decide pattern that gathers evidence, categorizes it, then concludes. It iterates until no further refinement is possible.
If the solution space appears unconstrained without revealing the hidden boundaries that eliminate seemingly valid options, constraint shadow mapping was skipped.
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.