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Prompt & Model

Prompt Forge

Engineer a prompt until a cheap model matches an expensive one, measured by a parity loop against a target percentage.

The premise: most prompt work is guesswork because nothing measures it. Forge closes the loop — pick a reference output from the expensive model, then iterate the prompt against the cheap one until parity crosses a threshold you set. The interesting part turned out to be the scoring, not the editing.