annatchijova·annatchijova/SKILLS/llm-out-of-the-loop/SKILL.md

llm-out-of-the-loop

Skill9 starsChanged 4 months agoLicence not identifiedView on GitHub

Architect any system that produces a consequential output so that the LLM stays entirely out of the decision path and only narrates an already-sealed result. Use this whenever an LLM is anywhere near a verdict, score, classification, ranking, risk number, approval, or any output that triggers an action or becomes evidence; when designing where the model "sits" in a pipeline; when someone proposes letting the model "decide", "judge", "classify", or "score"; and when you need the model to explain or write up a result without being able to change it. Push to use this whenever an LLM and a consequential output appear in the same system, even if the user hasn't framed it as an architecture question.