Prompt Optimization Engine

Think Like A Model. Prompt Like A Pro.

Engineering-grade prompt structure optimization. Not writing tips. Understand how token distribution, generation constraints, and output structure affect model behavior.

STATUS: OPERATIONAL VERSION: 1.1.0 00:00:00
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How It Works

01

Paste Your Prompt

Enter your original prompt (up to 5,000 characters). No login required. Just paste and go.

02

One-Click Optimization

AI analyzes prompt structure, generates score, diagnosis, and optimized versions in both languages.

03

Get Results

View your score, read the diagnosis, copy optimized versions, and understand why each change works.

01

Install Extension

Get HeyPrompt from Chrome Web Store. One click install, instant activation.

02

Select & Optimize

Select text on any webpage, right-click, choose "Optimize this prompt". Works everywhere.

03

Auto-Fill to AI

Optimized prompt auto-copies and fills into your AI platform's input box. Ready to send.

04

Manage History

Click extension icon to browse history and collections. Export/import for backup.

Feature Matrix

01

Precision Scoring

0-10 scale with one decimal precision. Evaluates specificity, context completeness, and instruction clarity. Includes witty but encouraging feedback.

02

Deep Diagnosis Engine

Identifies structural issues in your prompts. Analyzes task clarity, role activation, and constraint conditions at the mechanical level.

03

Bilingual Optimization

Generates both Chinese and English optimized versions. Recognizes how different languages affect model behavior differently.

04

Why It Works

Detailed explanations for every modification. Understand how changes affect the model's generation space. Learn to optimize, not just copy.

05

Chrome Extension

Right-click to optimize selected text. Auto-fill across 12+ AI platforms. Local history (50 entries) + collections (50 entries) with export/import.

06

Bilingual Interface

Auto-detects browser language. One-click toggle between Chinese and English. Seamless experience for global users.

Supported Platforms

ChatGPT
Claude
Gemini
Perplexity
DeepSeek
Grok
Kimi
Poe
Copilot
HuggingChat
Mistral
Pi

Download

Web Application

Full-featured prompt optimization interface. No installation required.

Launch App

Chrome Extension

Right-click optimization + auto-fill across 12+ AI platforms.

Get Extension