Catalyze – Generate elite prompts in 10 seconds with a Judge-then-Generate pipeline

Summary: Catalyze uses a five-stage Judge-then-Generate workflow to produce high-quality prompts quickly, eliminating low-quality drafts and reducing token waste. It processes intent extraction, rubric creation, guided expansions, objective ranking, and final synthesis in about 10 seconds per prompt.

What it does

Catalyze runs a pipeline involving intent extraction, rubric and guardrail building, guided prompt variations, objective scoring, and final prompt synthesis to deliver optimized prompts with one click.

Who it's for

It is designed for users seeking efficient, high-quality prompt generation without manual iteration or wasted tokens.

Why it matters

Catalyze addresses the problem of low-quality initial drafts by providing elite prompts immediately, saving time and computational resources.