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Implement Safety Guardrail

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

Linked challenge: Cognitive Memory Agent for Visual Content with Mastra AI and MemGPT

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Linked challenge
Cognitive Memory Agent for Visual Content with Mastra AI and MemGPT

Prompt source

Original prompt text with formatting preserved for inspection.

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1 sections
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0 checklist items
Add a middleware layer to the Mastra agent using Protecto. This layer should scan every generated image description for blocked keywords and PII before it is displayed to the user.

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.