Review dimensions for validating agent quality - template compliance, safety, testing, and priority validation
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Demonstration preparation, audience-tailored presentations, feedback collection, and business outcome measurement. Load when preparing demos or measuring business value delivery.
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Tailor presentation content and depth to audience type:
| Audience | Focus | Style | Success Criteria |
|---|---|---|---|
| Executive | Business value, ROI, strategic alignment | High-level outcomes, success metrics, roadmap | Business objective achievement, ROI demonstration |
| Business | Functional capability, process improvement, UX | Feature walkthrough, workflow demo, benefit realization | Requirement satisfaction, process efficiency |
| Technical | Implementation quality, architecture, ops readiness | Technical deep-dive, architecture review, operational metrics | Technical excellence, operational readiness |
Structure as problem-solution narratives:
| Category | Metrics |
|---|---|
| Performance | Response time improvement |
| Business | Revenue impact |
| Operational | Deployment frequency |
User satisfaction surveys (NPS, CSAT) | Usability testing results | Stakeholder satisfaction with delivery quality | Alignment with business objectives.
Feature delivery timeline vs plan | Quality gate effectiveness (false positives/negatives) | Stakeholder satisfaction scores | Implementation quality metrics.
Successful practices to replicate | Challenges encountered and resolution strategies | Process improvements identified | Tool/technology effectiveness observations.
Update process templates and checklists | Share learnings across teams | Adjust estimation models based on actuals | Feed enhancement requests into backlog.
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Review dimensions for validating agent quality - template compliance, safety, testing, and priority validation
The English summary is being prepared. Showing the original description.
Review dimensions for validating agent quality - template compliance, safety, testing, and priority validation
The English summary is being prepared. Showing the original description.
Review dimensions for acceptance test quality - happy path bias, GWT compliance, business language purity, coverage completeness, walking skeleton user-centricity, priority validation, observable behavior assertions, traceability coverage, and walking skeleton boundary proof
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Detailed 5-phase workflow for creating agents - from requirements analysis through validation and iterative refinement
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5-layer testing approach for agent validation including adversarial testing, security validation, and prompt injection resistance
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Architectural style selection decision matrices, trade-off analysis, structural enforcement rules, and combination patterns. Load when choosing or evaluating architecture styles.
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