01
Identify
Enumerate every process that consumes time, compute, memory, tokens, or coordination overhead.
Performance metric
The Yukora
Score.
A living measurement of how efficiently every process in a business consumes time, computation, and artificial reasoning. Every angle is scored individually. Every score is driven down. The total becomes the operating efficiency of the whole system.
Direction of optimization
↓
Lower is better. The score moves toward the least total token consumption and the lowest defensible time complexity across the complete process surface.
What the score represents
One aggregate. Built from every process.
The Yukora Score is not assigned to a business from the outside. It is constructed from the inside out. T.C.A.P. first identifies each distinct process, then classifies how that process should be executed: deterministic computation, agentic reasoning, or a hybrid of both.
Once a process is isolated, a new performance angle is created for it. That angle receives its own score, its own optimization history, and its own path downward. The enterprise score is the aggregate of those individually accountable measurements.
The scoring cycle
Identification creates the angle. Classification defines the baseline. Recursion finds the floor.
02
Classify
Determine the process type, complexity class, predictability, reasoning requirement, and optimal execution layer.
03
Score
Establish a measurable baseline for token use, runtime behavior, and the computational cost of producing the required result.
04
Drive down
Feed the result of each cycle into the next until the process reaches a lower stable operating floor or is eliminated entirely.
Dynamic aggregation
The score changes when the business changes.
It is a compositional metric, not a permanent number. Its structure follows the actual scope of the operating system it measures.
+
A process can be added
A newly discovered workflow creates a new angle and enters the aggregate with its own baseline.
÷
A process can fractionalize
One broad workflow may separate into independently measurable subprocesses when greater precision creates better optimization.
↔
Processes can merge
Redundant or overlapping operations can consolidate into one lower-cost process and one accountable score.
−
A process can disappear
When a process produces no necessary value, its optimal score is zero because the process no longer needs to run.
Common objective
The lowest total token consumption.
The lowest defensible time complexity.
The lightest complete system.
Token economy
Reasoning is used only where reasoning changes the quality of the outcome. Everything else remains deterministic.
Complexity discipline
Each process is evaluated against the simplest execution model capable of producing the required result reliably.
Aggregate accountability
The overall score can be traced back to every individual process, so improvement is attributable rather than abstract.
The recursive principle
Each score becomes the next input. Each cycle searches for a lower floor. Every local reduction compounds into the efficiency of the whole.
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