C.31:8 - Common Anti-Patterns and How to Avoid Them

Anti-pattern	Symptom	Repair
`ScalarModularityScore`	A single score claims architecture quality.	Replace with `ModularityVectorLite`, disclosed scoring basis and subject pattern, or report-only boundary.
`UntypedMeasureList`	A table of heads appears without characteristic, scale, declared measurement basis, or repair action.	Classify heads and create C.16-compatible cards only where the recovered claim needs them.
`MeasurementBeforeRepair`	The practitioner is asked for full measurement before one useful move exists.	Start with at most three characteristics under evaluation and repair direction.
`OpenInterfaceEqualsModular`	Interface publication is treated as modularity.	Apply relation repair through A.6.M and characterize only the interface or substitutability head under evaluation.
`ComplexityAsOneCharacteristic`	Algorithmic cost, graph-connectivity cost, policy and approval cost, evidence-maintenance cost, and cognitive cost are averaged.	Keep residual heads claim-scoped and apply lens or measurement patterns when those uses are being made.
`ProxyBecomesValue`	A report-only proxy becomes a beyond-local-repair claim.	State forbidden use and use the subject pattern before relying on that claim.