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testing
Testing and Reporting Module Development
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Linked challenge: MCP-Enabled AI for Luxury Authenticity on TikTok Shop
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Linked challenge
MCP-Enabled AI for Luxury Authenticity on TikTok Shop
Prompt source
Original prompt text with formatting preserved for inspection.
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0 checklist items
Develop a testing module that simulates various input scenarios (authentic, subtle counterfeit, obvious counterfeit). Implement the final reporting mechanism that generates a detailed, human-readable authenticity report, including a confidence score, evidence, and any detected issues, referencing the trace data obtained via MCP tools.
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.