Catalyze - Elite prompts in 10 seconds no lame drafts or wasted tokens

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

Hey Product Hunt 👋 After months of quietly using this exact pipeline myself (Gemini Flash to dissect the idea → Groq Llama 3.1 for fast, rubric-guided expansions → final synthesis), I finally packaged it up as Catalyze. It’s nothing revolutionary — just the Judge-then-Generate workflow I wish existed when I was wasting tokens on endless manual iterations. Goal was simple: one click → one elite prompt. No more “lame first drafts”. Would love to hear: What kind of prompts you fight with most? Any edge cases you’d like to see handled better? Happy to run a few live optimizations in the comments if anyone drops an idea. Thanks for checking it out — building in public, one prompt at a time. – Dysruptor 🚀

Catalyze - Elite prompts in 10 seconds no lame drafts or wasted tokens

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