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PSD.15:8 - Common Anti-Patterns and How to Avoid Them
| Anti-pattern | Repair |
| Treat one school as the permanent professional answer | Compare the actual contribution and assumptions against the recurring use and a serious alternative. |
| Turn every successful engagement into a new Method | Separate reusable semantics, one performance, support and applicability evidence. |
| Copy parent evidence to a hybrid | Identify the changed joins and trial the new claim under its own conditions. |
| Count papers, downloads or satisfied participants as general effectiveness | State what was observed and the source boundary; obtain the evidence needed for the stronger claim. |
| Offer a candidate as established because it has a complete description | Keep Method identification, trial status and fit claims separate. |
| Use participant agreement as proof that power and dissent were handled | Examine who could challenge, whose concerns entered the result, and what material disagreement remains. |
| Retire every entry after a source or tool update | Trace the changed claim to its actual offering and preserve independent uses. |
| Treat a repertoire or publication as cultural continuation | Establish transmission, receiving enactment, recognition, selection, retention or loss separately. |