English | 中文

Website | Online Optimizer | Prompt Garden | Docs | Quick Start | Chrome Extension | 💖 Support

Development Docs | Vercel Deployment Guide | Cloudflare Deployment Guide | MCP Deployment Guide | DeepWiki Docs | ZRead Docs

1. Hard-Nosed Reviewer: Turn Agreement into Useful Critique

Starting from a minimal English role prompt, optimization pushes a small model away from generic pushback and toward a clearer, more structured review that surfaces weak assumptions, evidence gaps, and concrete revision advice.

2. Marketplace Bargaining Reply: Let Variables Change the Strategy

With a single reusable prompt template, you can swap in item details, price anchors, buyer offers, tone, and negotiation goals for different marketplace conversations. After optimization, the same small model does a better job turning those variables into a clearer, more transaction-ready reply instead of a generic helper-style response.

3. Text-to-Image: Optimize a One-Line Idea into a More Directable Key Visual Prompt

This is not just prompt expansion. Starting from a vague one-line idea, Prompt Optimizer adds clearer subject cues, spatial relationships, and mood anchors. The left side is simply “a floating library in the night sky,” while the optimized version gives the model a more directed fantasy composition that feels closer to a reusable key visual than a lucky generic image.