MCMetacognitionID: MC-012

Recursive Goal Decomposer

Ki · Reasoning

The Problem

Treating the project launch as a single action leads to a shallow breakdown and undecomposed intent.

The Operation

The model is directed to extract the top-level goal and decompose it into hierarchical sub-goals. Verify that each sub-goal is necessary and that collectively they are sufficient to achieve the parent goal. Trace dependencies between sub-goals to map execution order. Check each sub-goal for further decomposability, halt only when atomic actions are reached. Validate the full decomposition by reconstructing the original goal from its parts.

The Structure

Structurally, this is a disassemble-transform-reassemble pattern that breaks the problem apart, modifies each piece, and reconstructs. The loop terminates when no deeper consequences emerge.

If a complex goal is pursued as a monolith without decomposition into independently achievable sub-goals, recursive decomposition 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.

PrimaryMC-012Recursive Goal Decomposer

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.