Turn rough instructions into reusable AI prompts.

PromptZap is a free beta for prompt optimization and AI workflow discovery. Sign up to get 5 enhancements per day, improve prompts for ChatGPT, Claude, Gemini, Cursor and more, then save or remix what works.

SYS.01 / STATUS: FREE BETA / LIMIT: 5-DAY
PromptZap prompt optimization protocol A schematic showing rough input routed through framework detection, token-aware refinement, marketplace remix, and reusable output. INPUT CLASSIFY OPTIMIZE REMIX PROMPT WORKFLOW USER ROUGH INSTRUCTIONS → STRUCTURED PROMPT → SAVED SIGNAL → MARKETPLACE LOOP
SYS.00 / OVERVIEW / ONE SYSTEM, THREE SURFACES

One system. Three surfaces.

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How it works

You paste in whatever you've got. PromptZap reads it, figures out what kind of task it is (write, plan, debug, decide), applies the right structure, and returns a cleaner instruction you can reuse. The free beta is login-gated to prevent abuse and to help us learn which prompt categories, AI tools, and workflows are actually useful.

Rough input
A sentence, a fragment, a bullet list. Whatever you've got.
Framework match
CLEAR, STAR, chain-of-thought, or one of 20 more, picked for the task.
Structured prompt
Ready to copy into any model, formatted the way that framework expects.

Works wherever you already paste prompts

PromptZap doesn't plug into a model. It hands you plain text, so it works anywhere you can paste plain text.

ChatGPT Claude Gemini Perplexity DeepSeek GLM

A few of the frameworks inside

CLEAR
Context, Language, Examples, Action, Result. Good for a single, well-scoped request where tone matters as much as content.
STAR
Situation, Task, Action, Result. Built for anything you'll need to defend afterward: performance reviews, retros, case studies.
Chain-of-thought
Asks the model to reason step by step before answering. Useful for a plan, a debugging session, or a decision with real tradeoffs.

Twenty more frameworks are matched automatically depending on what you're doing. You don't have to know their names to get the benefit.

Free, with fair-use limits

PromptZap is free during beta. Every account gets every framework and 5 prompt enhancements per day. The cap keeps the service fast, predictable, and protected from abuse while we build the marketplace and workflow layer.

Start free, no card needed

The marketplace is open: prompts for people who build with AI

A place to find, copy and remix prompts for specific work: a design-critique workflow, a sprint-planning prompt, an edge-case hunter for your test suite. Browse community prompts for design, coding, testing, research and content. During beta, approved creators can publish publicly while everyone can browse, copy, and privately remix.

Browse the marketplace

Prompt cards linked into a network by tangerine voltage traces, some marked premium in gold