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Catalyze ships the Judge-then-Generate pipeline β A consumer tool proven to kill lame drafts and deliver elite prompts on the first try.
One click, five stages:
Discerner β extracts intent
Critic-First β builds rubric + guardrails
Expander β 3 guided variations
Ranker β scores objectively
Synthesizer β final prompt + Success Spec
~10 s. $0.06 per prompt. Zero drift.
Welcome to the post-typing era.

CatalyzeElite prompts in 10 seconds no lame drafts or wasted tokens
Alexleft a comment
Hey Product Hunt π After months of quietly using this exact pipeline myself (Gemini Flash to dissect the idea β Groq Llama 3.1 for fast, rubric-guided expansions β final synthesis), I finally packaged it up as Catalyze. Itβs nothing revolutionary β just the Judge-then-Generate workflow I wish existed when I was wasting tokens on endless manual iterations. Goal was simple: one click β one elite...

CatalyzeElite prompts in 10 seconds no lame drafts or wasted tokens
