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| Criterion |  Knowledge Modeling Competency Questions |  Architecture Architecture Decision Record |  Decision Making Argument Mapping |  Decision Making Cynefin Workshop |
|---|---|---|---|---|
Purposedifferent | Competency Questions translate a domain model into concrete questions that it must be able to answer. The method keeps the model's scope clean and prevents pretty but useless structures. | An ADR permanently records an architecture decision with context, trade-offs, and consequence. It creates continuity for later changes because the decision path stays traceable. | When statements, evidence, and counterarguments get mixed up, a debate quickly loses its structure. Argument Mapping breaks a thesis down into its reasoning and makes visible what it really rests on. | When problems are unclear, chaotic, or only seemingly familiar, standard recipes fall short. A Cynefin Workshop sorts situations by the nature of their problem and connects them with matching action logic. |
Complexitydifferent | Medium | Low | Medium | Medium |
Timedifferent | 2-4 h | 15-45 min | 1-3 h | 60-180 min |
Participantsdifferent | 2-8 | 1-3 | 1-8 | 4-20 |
Formatdifferent | Workshop + async | Async | Workshop + async | Workshop |
Outputdifferent | Competency Question Set, Required Concepts, Test Queries, Coverage Matrix | ADR File, Decision Log, Rationale | Argument Map, Evidence Gaps, Decision Rationale | Cynefin Map, Domain-specific Actions, Sensemaking Notes |
Tagsno overlap | OntologyKnowledge graphScopeRequirementsSemantic | ArchitectureRationaleDocumentationGovernance | SensemakingDecisionRationale | ComplexitySensemakingDecision |