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Adaptive Re-planning Scenario Prompt

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

Linked challenge: Home Robot Agent

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Linked challenge
Home Robot Agent

Prompt source

Original prompt text with formatting preserved for inspection.

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Simulate a scenario where the 'brew_espresso' tool initially fails due to 'low_water'. Implement a mechanism for the Langroid agent, utilizing GPT-5's adaptive thinking, to detect this failure, identify the root cause, and then re-plan the task by first invoking 'add_water'.

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.