Stress Concentration Auditor
Ki · Reasoning
The Problem
What happens without this ability. The bridge design assumes uniform strength, ignoring hidden structural weaknesses that may amplify stress under load.
The Operation
This ability makes the model map the full structure of the system enumerating all components and their interconnections. For each component, assess resilience by examining redundancy, load tolerance, and failure history. Identify components where stress is amplified by structural features such as bottlenecks, single connections, or high fan-in. Rank weak points by criticality as failure impact multiplied by probability. Verify that the top three weak points have hardening plans.
The Structure
The reasoning structure is a convergence funnel where multiple candidates enter, evidence narrows them, and only survivors exit.
If the analysis highlights only strengths without naming the most vulnerable point where failure would originate, weak point identification 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.