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| Criterion |  Operations Runbook |  Operations After-Action Review |  Knowledge Modeling Knowledge Mapping |  Knowledge Modeling Feynman Technique |
|---|---|---|---|---|
Purposedifferent | For recurring operational tasks or incidents, the method keeps solid action logic ready. It reduces uncertainty when time pressure, role changes, or rare situations demand fast access. | After missions or project phases with unclear outcomes, the method makes visible what actually happened and what can be learned from it. It separates course, effect, and causes so experience turns into solid improvement. | Knowledge Mapping makes knowledge, gaps, and transfer paths visible across a field. It fits when expertise should not just exist but also be findable and transferable. | The Feynman Technique checks understanding by explaining a topic so that it stays easy for others to understand. It makes knowledge gaps visible before they become costly in everyday work. |
Complexitydifferent | Low | Low | Medium | Low |
Timedifferent | 20-60 min | 20-45 min | 1-3 h | 20-60 min |
Participantsdifferent | 1-4 | 3-12 | 3-12 | 1 |
Formatdifferent | Async | Workshop + async | Workshop | Async |
Outputdifferent | Runbook, Checklist, Escalation Path | Lessons learned, Action items, Event summary | Knowledge Map, Critical Knowledge Areas, Transfer Plan | Plain-language Explanation, Knowledge Gaps, Study Notes |
Tagsno overlap | OperationsReliabilityDocumentation | LearningOperationsImprovement | KnowledgeMappingRisk | LearningKnowledgeUnderstanding |