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The Skill-Quality Flywheel

Run the Skill-Quality Flywheel Fullscreen

About This MicroSim

A causal loop diagram with six variable-nodes and one named reinforcing loop. R1 (Skill-quality flywheel): Invocation surfaces edge cases, which tighten the skill description, improving trigger accuracy and author trust, which drives more invocation. Each trip around makes the next easier. Maintenance burden (in orange) is the drag variable that can stall the loop if left unattended -- its negative edge into description precision is highlighted in red.

Diagram Details

flowchart LR
    SIR[Skill Invocation Rate] -->|+| ECS[Edge Cases Surfaced]
    ECS -->|+ delay| SDP[Skill Description Precision]
    SDP -->|+| TA[Trigger Accuracy]
    TA -->|+| ATS[Author Trust in the Skill]
    ATS -->|+| SIR

    SIR -->|+| MB[Maintenance Burden]
    MB -->|minus| SDP