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Selected:LASR (Lightweight Approach for Software Reviews)Competency QuestionsRisk StormingShape-First Modeling
| Criterion |  Architecture LASR (Lightweight Approach for Software Reviews) |  Knowledge Modeling Competency Questions |  Architecture Risk Storming |  Knowledge Modeling Shape-First Modeling |
|---|---|---|---|---|
Purposedifferent | LASR helps development teams identify where their software falls short of important quality goals and which improvements to consider. A small group with existing system knowledge can make an initial assessment and investigate open questions in more detail. | 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. | Helps clarify architecture context, options, and consequences in concrete terms. It organizes technical context, alternatives, and consequences. The result is captured as an Annotated Diagram, a Prioritized Risk List, and an Action Backlog. | Shape-First Modeling defines data quality through shapes before implementation or integration frays at the edges. The approach fits when validation and data contracts should be part of the design from the start. |
Complexitydifferent | Medium | Medium | Low | Medium |
Timedifferent | 3–4 h for initial assessment; preparation and deeper analysis additional | 2-4 h | 60-90 min | Halber Tag pro Domain Slice |
Participantsdifferent | 1 or a small team; particularly suitable for 3–4 people | 2-8 | 4-12 | 1-4 |
Formatdifferent | Workshop + async | Workshop + async | Workshop | Workshop + async |
Outputdifferent | Lean Mission Statement describing the software’s purpose, Prioritized quality goals and evaluation criteria, Risks and estimated gaps against quality goals, More closely examined findings and open checks | Competency Question Set, Required Concepts, Test Queries, Coverage Matrix | Annotated Diagram, Prioritized Risk List, Action Backlog | SHACL or ShEx Shapes, Validation Reports, Data Contracts, Shape Documentation |
Tagsno overlap | ArchitectureQualityRiskAssessmentLean | OntologyKnowledge graphScopeRequirementsSemantic | RiskArchitectureWorkshopValidation | Knowledge graphValidationSemantic |