Show HN: TOD,a universal Decision model based on Task Oriented Design

Category: ai-ml

Tags: llm-inference, scoring, decision-making, gemma, mlx, pytorch

Score: 7.0/10 (Innovation: 7, Technical: 7, Documentation: 8, Utility: 6)

openjev implements one-pass option scoring using a local Gemma 3 4B model, efficiently ranking pre-written options by computing log-probabilities in a single batched forward pass. It provides a CLI, HTTP server, and a TypeSafe System One contract for structured decision-making tasks, with demos like playing Doom in the terminal.

Target audience: AI/ML engineers, backend developers

Repository: https://parseclab.ai/tod/ · Python · MIT · 134 stars

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