Enforced Category State Machine: jagged_frontier_perturbation
Commit Invariant: Estimates P(acceptable | task, model, harness, tools, context, team, budget) across 6 neighbor cliffs.
Architectural Problem Solved: Enforces durable cooperation, psychometric frontier tracking, and self-enriching multi-facet catalog evaluation.
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