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evaluation
Review evidence and failure behavior
Inspect the original prompt language first, then copy or adapt it once you know how it fits your workflow.
Linked challenge: Audit a Water Sampling Calendar
Format
Text-first
Lines
4
Sections
1
Linked challenge
Audit a Water Sampling Calendar
Prompt source
Original prompt text with formatting preserved for inspection.
4 lines
1 sections
No variables
0 checklist items
Review the implementation against this contract: Use the supplied policy, not inferred law. Each required location needs one sample on an open laboratory day. Test this domain failure: Supply two conflicting policy versions without an effective date. Stop for clarification. Check input citations, calculations, and actual tool logs. Report unsupported claims and unexecuted tests. Do not approve external actions.
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 source structure until you know which part of the prompt is actually driving the result quality.
Tune next
Change domain facts, examples, and tool context first before you rewrite the instruction scaffold.
Verify after
Validate one failure mode at a time so prompt changes stay attributable instead of getting noisy.