Unverified50% confidenceSolutionExact time
After writing the plan into files, QA became executable, with the QA agent able to give clear instructions rather than vague subjective judgments.
1
Sources
50%
Confidence
Long-term
Relevance
9/29/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedExplicitly writing down allow/deny lists transforms QA from ambiguous judgment into checklist verification, effectively introducing deterministic unit tests into the agent system.75% similarUnverifiedThe feasibility verification protocol guides the agent to perform instruction logic assessment and interface-side evidence assessment before taking action.70% similarUnverifiedStructuring screening criteria into templates such as the PICO framework (Population, Intervention, Comparison, Outcome) and embedding them in prompts elicits more accurate model judgments than simple natural-language instructions.69% similarUnverifiedIf the results of automated checking tools are linked to acceptance decisions, a robust appeals and manual review mechanism must be established.68% similarUnverifiedThe QA Agent saves historical test cases and gradually accumulates them into a long-term case library; for regression testing, simply saying "regression" is enough to run the existing scripts without regenerating them.68% similar
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