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E.14:9 - Common Anti-Patterns and How to Avoid Them
| Anti-pattern | Symptom | Repair |
| Machinery-first working text | The reader meets constructor traces, proof apparatus, or evidence ids before the working model. | Put the recognition text and chosen Working-Model labels first; keep assurance below. |
| Assurance leakage upward | Mapping, proof, or empirical records rename the public working vocabulary. | Preserve downward grounding: Working-Model terms are not back-defined by assurance publications. |
| Slash-label compromise | Several source labels are displayed because no model value was chosen. | Use Mapping to record source labels and show one chosen Working-Model label. |
| Structure-time collapse | Order, phase, or execution is encoded as part-whole structure. | Keep time and order in their own relation families. |
| Forever-light prose | Human-facing prose becomes so small that the reader cannot recover the problem, payoff, or assurance boundary. | Keep recognition text concise but still include problem framing, rationale, and worked slices. |