Meta-Abstraction Reflector
Ki · Reasoning
The Problem
Management process is locked into a fixed abstraction, ignoring any need for change or adaptation.
The Operation
This ability makes the model build a meta self-model, identify which abstraction strategy you use (generalization, analogy, decomposition) and detect state change signaling it no longer fits. Check for process lock, repeated application of one framework without examining alternatives indicates meta stasis. Simulate at least one alternative and compare outputs. Apply process optimisation, extract what the better strategy captures and integrate it. Recurse: apply Steps 1-4 to your own meta-reasoning. (repeated framework without examining alternatives)?. The constraint: never commit to fixed metarules without testing fit.
The Structure
Under the hood, the reasoning follows a mode switch that shifts the reasoning strategy when conditions change. The loop continues until the output stabilizes and further iterations produce no change.
If the same abstraction framework is applied without examining whether a different approach would fit the problem at the right level, meta-reflection 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.