The LOOP Skill Engine records one LLM-powered run of a periodic task and converts it into a deterministic replay template that eliminates further LLM usage while maintaining high success rates.
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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
The LOOP Skill Engine records one LLM-powered run of a periodic task and converts it into a deterministic replay template that eliminates further LLM usage while maintaining high success rates.