How does the prompt scoring system work?

Each prompt is scored on 5 dimensions with 0-5 points each, totaling 0-25 points. Scores 0-10 indicate high risk (needs rewriting), 11-18 indicate medium risk (usable but unstable), and 19-25 indicate low risk (production-ready). The scoring engine evaluates goal clarity, context completeness, constraint explicitness, output format executability, and verifiability.

Is AI Prompt Debugger free to use?

Yes, AI Prompt Debugger is completely free to use. No registration or account is required. Simply visit promptdebugger.cloud, paste your prompt, and get instant analysis with optimization suggestions.

What languages does AI Prompt Debugger support?

AI Prompt Debugger supports 12 languages: Chinese (Simplified), English, Japanese, Korean, French, German, Spanish, Portuguese (Brazilian), Russian, Vietnamese, Thai, and Indonesian. The interface language is auto-detected from your browser settings.

How does model-specific adaptation work for GPT, Claude, and Gemini?

After optimizing your prompt, AI Prompt Debugger generates three model-specific variants tailored to GPT, Claude, and Gemini. Each variant leverages the specific model's strengths and preferred prompt formatting conventions, ensuring optimal performance across different AI platforms.

提示词评分的五个维度分别是什么？

提示词评分的五个维度是：1) 目标清晰度 - 提示词是否明确表达了期望的输出；2) 上下文完整性 - 是否提供了足够的背景信息；3) 约束明确性 - 限制条件是否清晰；4) 输出格式可执行性 - 输出格式要求是否具体可操作；5) 可验证性 - 是否能判断输出是否达标。每个维度 0-5 分，总分 0-25 分。

AI Prompt Debugger - 提示词体检与优化改写工具

AI Prompt Debugger (Prompt Health Check Station) is a free online tool for analyzing, scoring, and optimizing AI prompts. Get instant health check reports, optimized rewrites, and model-specific variants for GPT, Claude, and Gemini.

AI Prompt Debugger（提示词体检站）是一款免费在线工具，用于分析、评分和优化 AI 提示词。即时获取体检报告、优化改写和 GPT/Claude/Gemini 三种模型适配版本。

Core Features / 核心功能

Prompt Health Check / 提示词体检: Scores your prompt on 5 dimensions (0-25 points) — goal clarity, context completeness, constraint explicitness, output format executability, and verifiability. 从 5 个维度为提示词打分（0-25 分）。
Prompt Optimization / 提示词优化: Rewrites your prompt using a proven template with role, task, background, constraints, output structure, and quality criteria. 使用经过验证的模板重写优化提示词。
Model Adaptation / 模型适配: Generates GPT, Claude, and Gemini-specific versions, leveraging each model's strengths. 生成 GPT、Claude、Gemini 三种模型专属版本。
12-Language Support / 12 种语言: Chinese, English, Japanese, Korean, French, German, Spanish, Portuguese, Russian, Vietnamese, Thai, Indonesian. 支持中英日韩法德西葡俄越泰印尼 12 种语言。
Free & No Registration / 免费无需注册: Completely free to use with no account required. 完全免费，无需注册。

How to Use / 使用方法

Visit promptdebugger.cloud / 访问 promptdebugger.cloud
Select your language (auto-detected) / 选择语言（自动检测）
Paste your prompt in the input box / 在输入框粘贴你的提示词
Click "Start Diagnosis" / 点击"开始诊断"
Review the health check report and scoring breakdown / 查看体检报告和评分详情
Copy the optimized or model-specific version / 复制优化版或模型适配版

Scoring System / 评分体系

Each prompt is scored on 5 dimensions (0-5 points each, total 0-25): / 每个维度 0-5 分，总分 0-25 分：

0-10 (High Risk / 高风险): Prompt needs significant rewriting. 提示词需要大幅重写。
11-18 (Medium Risk / 中风险): Usable but may produce unstable results. 可用但结果不稳定。
19-25 (Low Risk / 低风险): Production-ready, reliable prompt. 可稳定复用的提示词。

Five Scoring Dimensions / 五个评分维度

Goal Clarity / 目标清晰度: Does the prompt clearly express the desired output?
Context Completeness / 上下文完整性: Is sufficient background information provided?
Constraint Explicitness / 约束明确性: Are limitations and requirements clearly stated?
Output Format Executability / 输出格式可执行性: Are output format requirements specific and actionable?
Verifiability / 可验证性: Can you objectively judge whether the output meets expectations?

FAQ / 常见问题

What is AI Prompt Debugger?

AI Prompt Debugger is a free online tool that analyzes and optimizes AI prompts. It scores your prompt across 5 dimensions, generates an optimized version, and adapts it for GPT, Claude, and Gemini.

AI Prompt Debugger 是什么？

AI Prompt Debugger（提示词体检站）是一个免费在线工具，用于分析和优化 AI 提示词。它从 5 个维度为提示词打分，生成优化版本，并适配 GPT、Claude、Gemini 三种模型。

Is it free to use?

Yes, AI Prompt Debugger is completely free with no registration required.

What languages are supported?

12 languages: Chinese, English, Japanese, Korean, French, German, Spanish, Portuguese, Russian, Vietnamese, Thai, and Indonesian.

How does model-specific adaptation work?

After optimization, the tool generates three variants tailored to GPT, Claude, and Gemini, each leveraging the model's strengths and preferred prompt formatting conventions.