Stress Concentration Auditor
Ki · Single Ability
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 · 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.
Appears in Use Cases