Copy-paste your way to less mediocre AI output

What it does

AiShort is a web app and browser extension that houses thousands of curated prompts for ChatGPT, Claude, Gemini, Cursor, and other generative AI tools. You browse or search by tag, copy a prompt, and paste it into any chat interface or API call. If you create an account, you can also build private collections, write your own prompts, and export your library as JSON.

The interesting bit

The whole thing is built on Docusaurus 3 — a framework normally used for static documentation — stretched into a dynamic application with React 19 and Ant Design to support drag-and-drop collections and community voting. A browser extension and a Tampermonkey script let you summon the prompt sidebar inside ChatGPT, Gemini, or Claude without switching tabs.

Key highlights

• Curated prompts for writing, coding, office work, and more, filterable by tags or keywords.
• Browser extension for Chrome, Edge, and Firefox, plus a Tampermonkey script that works on any website.
• Full UI and prompt translation across 18 languages.
• Personal prompt management with drag-and-drop sorting, custom classification, and one-click JSON export.
• Community features to share prompts and vote on submissions.

Caveats

• One-click Vercel deployment creates a standalone project rather than a fork, so automatic upstream updates require manual configuration.

Verdict

Grab it if you are tired of reinventing system prompts and want a shared library across multiple AI tools. Pass if you need an AI model or API proxy rather than a prompt organizer.