CoT Faithfulness Auditor
Ki · Single Ability
The Problem
Your model clearly shows that the new marketing strategy will double sales, but the explanation doesn't match the data provided.
The Operation
This cognitive operation forces the model to extract the final conclusion and each intermediate step from the chain of thought. Trace the logical path from premises through each step to verify that the conclusion follows. Flag any point where the conclusion diverges from what the steps support, classifying the gap as a logical leap or unstated assumption. Verify that no hidden reasoning occurred outside the visible chain. Audit the full chain for internal consistency. If it detects allow conclusion cannot derived stated steps, it halts and corrects.
The Structure
Under the hood, the reasoning follows a chain of custody audit that traces the provenance of every claim. Processing continues until the input space is covered or stagnation is detected.
If the stated reasoning chain does not actually support the conclusion it claims to produce, chain-of-thought faithfulness auditing 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.