Deep Self-Reflection Engine
Ki · Single Ability
The Problem
Left unchecked: Audit showed only surface-level issues without replaying the decision trace, leading to shallow reflection.
The Operation
Under this ability, the model must trace the full reasoning chain from initial premise to current conclusion. Isolate implicit beliefs, unstated preferences, and hidden priors embedded in the analysis. Probe each isolated element, ask whether it was chosen deliberately or inherited by default. Verify that no unexamined assumption is load-bearing. Decompose the self-reflection into layers: surface reasoning, underlying heuristics, deep commitments.
The Structure
This ability runs on a chain of custody audit that traces the provenance of every claim. The loop terminates when no deeper consequences emerge.
If reflection only summarizes conclusions without replaying and scrutinizing the actual reasoning steps that produced them, deep reflection was superficial.
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.