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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: Stage a Construction Change Without Double Counting
Format
Text-first
Lines
4
Sections
1
Linked challenge
Stage a Construction Change Without Double Counting
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: Charge only cumulative requested quantity minus previously accepted quantity. Reuse the change identifier on retries. Test this domain failure: Replay after a successful save with a lost response. Do not create another draft. 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.