Ordinal Depth Meter
Ki · Single Ability
The Problem
The team's analysis went too deep into the meta aspects without calibrating the foundational requirements of the project.
The Operation
The model is directed to track current reasoning depth -- classify as surface observation, structural analysis, meta-reflection, or foundational questioning. Compare depth against problem complexity. If reasoning exceeds warranted depth, flag over-analysis and constrain to the appropriate level. Detect qualitative level shifts where analysis moves from what to why to framework audit. Verify that depth transitions are justified. The constraint: never allow reasoning depth to drift unchecked.
The Structure
The reasoning structure is a watchdog monitor that continuously observes the reasoning process for signs of degradation. The monitor runs continuously, checking for drift at each step.
If the depth of analysis is not adjusted to match the complexity of the question being asked, depth tracking was inactive.
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.