Most AI users re-explain themselves every session — same preferences, format rules, and context typed out again and again. Prompt Once, Reuse Forever is a 3-layer protocol to encode your context once and get sharper outputs with shorter prompts, forever. Includes: - Identity Layer template (set once, never retype) - 6 Task Blocks for coding, writing & research - 8 Preset Modes (ADHD, Code Reviewer, Analyst...) - Setup guides for ChatGPT, Claude, Gemini & Perplexity
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Maker
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Hey Product Hunt! 👋
I built Prompt Once, Reuse Forever because I kept watching smart people — developers, researchers, students, freelancers — re-explain themselves to AI every single session. Same preferences. Same format rules. Same project context. Typed out again and again.
The problem isn't prompt quality. It's the lack of a protocol.
So I designed a 3-layer compression system:
- Layer 1 (Identity): Who you are, your style, your constraints. Set once. Never retype.
- Layer 2 (Task): How to handle specific workflows. One block per task type.
- Layer 3 (Query): Only the new information specific to this moment. Tiny by design.
The pack includes 8 ready-made Presets, 6 Task Blocks, tool-specific setup for ChatGPT / Claude / Gemini / Perplexity, failure mode fixes, and compression drills to build the habit in 20 minutes.
Would love your feedback — what workflows do you find most painful to prompt for repeatedly?
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A sync feature would be huge here. I bounce between ChatGPT at work and Claude on my phone constantly, and re-entering my Identity Layer setup on each one gets old fast. Even just letting me export my config as a shareable link or file that auto-fills in the setup wizard would save a ton of time.
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Maker
@oktaydthl Thats an brilliant idea! I will work on it right away. thank you!
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love the preset modes idea, especially the ADHD one. one thing that would make this even better is a way to share or export your encoded profile as a simple link or short code so you could hand it to a teammate or swap personas across machines without copy pasting everything. would save a lot of setup friction.
A sync feature would be huge here. I bounce between ChatGPT at work and Claude on my phone constantly, and re-entering my Identity Layer setup on each one gets old fast. Even just letting me export my config as a shareable link or file that auto-fills in the setup wizard would save a ton of time.
@oktaydthl Thats an brilliant idea! I will work on it right away. thank you!
love the preset modes idea, especially the ADHD one. one thing that would make this even better is a way to share or export your encoded profile as a simple link or short code so you could hand it to a teammate or swap personas across machines without copy pasting everything. would save a lot of setup friction.