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Good to Go: The LOOP Skill Engine That Hits 99% Success and Slashes Token Usage by 99% via One-Shot Recording and Deterministic Replay
解决LLM重复任务中随机性失败与高成本痛点，LOOP引擎通过一次录制和确定性重放实现99%成功率并减少99%token消耗。
arXiv:2605.14237v1 Announce Type: new Abstract: Deploying AI agents for repetitive periodic tasks exposes a critical tension: Large Language Models (L…