typesafe-ai-playground

What it is

A Rust CLI called typesafe-ai built with usage-rs, offering experiments around Jev: PHI detection, code-comment review, parts-of-speech and load-bearing analysis, interactive tone analysis, and business and occupation classification.

How it uses Jev

Jev answers typed questions over state. Load-bearing defines its question and five rubric levels once in shared state, then gives each eligible line its own Score question in one batched request per file, sharing the full file as context. Scores are divided by four to normalize them.

Primitives:choicescore

Technique worth stealing

Define the question and rubric levels once in shared state, then issue per-line Score questions in a single batched request sharing full-file context.

Try it

cargo install --path . --locked; export OPENROUTER_API_KEY; typesafe-ai phi patient-notes.txt

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