| plan-completion bias | A scheduled or demonstrated task is recorded as trial Work. | Admit each actual Work occurrence separately; otherwise return missing-performed-work. |
| candidate-laundering bias | Constituent activity is reported as enactment of the candidate whole. | Preserve the candidate account and name only separately admitted enacted Methods. |
| success-selection bias | Convenient positive occurrences stand in for the intended situation family. | State representative criteria and add a discriminating situation when the later question needs one. |
| instrument bias | Logs, reports, or telemetry are treated as the Work or result. | Keep the occurrence, result, record, and evidence-use relation separate. |
| capability inflation | Training or one success becomes a holder capability claim. | Require the A.2.2 holder, Work family, envelope, measures, window, and evidence. |
| causal inflation | Reported benefit or association becomes Method-caused effect. | State the observation level and missing comparison or causal basis. |
| trial-judgment collapse | One trial record decides coherence, fit, transfer, and worth at once. | Route evidence to A.3.1.CC, A.3.1.FT, and C.11.MV as separate receiving uses. |