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models·r/MachineLearning

[P] An OSS intent-to-structure compiler that turns short natural-language intents into executable agent specs (XML)

February 2, 2026 at 9:26 PM UTC

I’ve been working on an open-source compiler that takes a short natural-language intent and compiles it into a fully structured, executable agent specification (XML), rather than free-form prompts or chained instructions. The goal is to treat intent as a first-class input and output a determinist...

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