Invariant Sentinel
Ki · Single Ability
The Problem
The chemical reaction's energy output changed, violating the conservation of energy principle without any explanation.
The Operation
When activated, the model must before reasoning begins, enumerate all invariants that must hold throughout: definitions, constraints, conservation laws, and logical rules. After each reasoning step, check every invariant for violation. If any invariant is violated, halt immediately and isolate the source of the breach. Verify whether the error lies in the reasoning step or in the invariant itself. Suppress any reasoning that drifts from established constraints without explicit violation detection.
The Structure
Under the hood, the reasoning follows a constraint net that tests the conclusion against all known constraints simultaneously. It iterates until no further refinement is possible.
If a stated rule is violated by a subsequent claim without the violation being flagged, invariant guarding has failed.
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.