Analyze the impact of this change without prior examples, using impact categories. ## Change Description {{change_description}} ## System Context {{system_context}} ## Impact Categories **Functional Impact**: Changes to system behavior **Performance Impact**: Changes to speed, throughput, resources **Reliability Impact**: Changes to availability, failure modes **Security Impact**: Changes to attack surface, data handling **Operational Impact**: Changes to deployment, monitoring, maintenance **User Impact**: Changes to user experience, workflows ## Analysis Instructions For each impact category: 1. Identify specific impacts (positive, negative, neutral) 2. Assess magnitude (low, medium, high) 3. Identify affected components/users 4. Note required mitigations **Output Format:** ```json { "functional": { "impacts": [], "magnitude": "", "mitigations": [] }, "performance": { ... }, "overall_risk": "low|medium|high", "recommendation": "proceed|caution|hold" } ```
Zero-Shot Change Impact Analysis
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Zero-shot change impact analysis across functional, performance, reliability, security, operational, and user dimensions.
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AnalysisUse Cases
Impact analysisChange assessmentRisk evaluation
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claude-sonnet-4-20250514gpt-4o
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