Unverified50% confidenceDecision RuleExact time
When two outputs share most instructions and differ only slightly in the format at the end, there is no need to split the prompt; only when constraints begin to conflict with each other or the outputs flow to different downstream systems does the benefit of splitting exceed the cost.
1
Sources
50%
Confidence
Long-term
Relevance
10/13/2026
First Seen
Sources
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Unverified过长或相互矛盾的系统提示词会触发指令冲突问题导致模型输出不稳定，因此规则文件应保持简洁且内部一致70% similarVerifiedPrompt engineering has inherent limitations: the effectiveness of instructions decays over conversation turns (instruction forgetting), and different model versions respond significantly differently to the same instruction.68% similarUnverifiedLong prompts suffer from execution decay: the more constraints there are, the greater the deviation between actual output and textual description, and a more detailed prompt does not equal more accurate model execution.68% similarUnverifiedOver-splitting a prompt brings two problems: accumulated cost of repeated context, and errors being amplified step by step in chained calls.67% similarUnverifiedFor offline batch processing scenarios, an asynchronous queue with relaxed timeouts can better balance throughput and cost than synchronous calls with aggressive retries.66% similar
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