{"id":"expert-lifecycle-coverage-robust","text":"Expert OO design achieves robust lifecycle coverage — integrating paradigm knowledge (composition-centric approach) with judgment knowledge (SOLID principles and inter-pattern constraints) across all temporal phases from creation through behavioral adaptation — providing principled guidance at every design decision point.","truth_value":"OUT","source":"","source_url":"","source_hash":"","justifications":[{"type":"SL","antecedents":["expert-design-integrates-paradigm-and-judgment","temporal-design-coverage-creation-to-adaptation"],"outlist":["dip-overgeneralization-pitfall","lsp-behavioral-subtyping-undecidable"],"label":"Expert design covers the full lifecycle, contingent on verification capacity and abstraction discipline"}],"dependents":[],"metadata":{"source_type":"derived"},"created_at":"2026-06-17T19:00:03+00:00","updated_at":"2026-06-17T19:00:03+00:00","reviewed_at":"","verified_at":"","retracted_at":"","explanation":{"steps":[{"node":"expert-lifecycle-coverage-robust","truth_value":"OUT","reason":"SL justification invalid","failed_antecedents":["expert-design-integrates-paradigm-and-judgment","temporal-design-coverage-creation-to-adaptation"],"label":"Expert design covers the full lifecycle, contingent on verification capacity and abstraction discipline","violated_outlist":["dip-overgeneralization-pitfall","lsp-behavioral-subtyping-undecidable"]}]}}