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Iterative Refinement and Brand Compliance Testing

Inspect the original prompt language first, then copy or adapt it once you know how it fits your workflow.

Linked challenge: Develop a Generative AI Micro-Content Studio

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Linked challenge
Develop a Generative AI Micro-Content Studio

Prompt source

Original prompt text with formatting preserved for inspection.

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0 checklist items
Test your micro-content studio with the provided sample input. Analyze the generated script and storyboard for creativity, brand compliance, and product integration. Implement an agentic feedback loop (using Semantic Kernel's orchestration) that can identify non-compliant elements and trigger re-generation based on specific criteria.

Adaptation plan

Keep the source stable, then change the prompt in a predictable order so the next run is easier to evaluate.

Keep stable

Preserve the rubric, target behavior, and pass-fail criteria as the baseline for evaluation.

Tune next

Adjust fixtures, mocks, and thresholds to the system under test instead of weakening the assertions.

Verify after

Make sure the prompt catches regressions instead of just mirroring the happy-path examples.