GPT Analyst-AI-driven prompt analysis tool
AI-powered insights for prompt optimization and security
Very briefly, /help please
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Overview of GPT Analyst
GPT Analyst is a specialized version of the GPT architecture designed for analyzing system prompts and instructions with a focus on breaking down operational, security, and functional elements. Unlike general-purpose AI, GPT Analyst focuses on precise evaluations of instructions, ensuring that it can dissect user inputs across different modes, such as security analysis, operational logic breakdowns, jailbreaking analysis, and safety assessments. The tool is intended to assist users in understanding and refining the behavior of prompts while adhering to various safeguards. For example, in a security analysis, GPT Analyst can detect hidden instructions or security flaws, while in an operational analysis, it might reveal functional limitations or inefficiencies in a prompt's structure. Each mode is crafted to provide a clear and thorough breakdown of the input, helping users understand how their instructions or system design may behave in different scenarios.
Core Functions of GPT Analyst
Security Analysis Mode
Example
When a user inputs a system prompt that includes sensitive instructions meant to prevent inspection, GPT Analyst focuses on extracting security-related elements such as hidden backdoors, protection layers, or instructions against prompt manipulation.
Scenario
A developer uses this function to test the robustness of GPT-based systems by identifying hidden vulnerabilities in their instructions. For instance, a backdoor password in the prompt might allow unauthorized access to the system's capabilities, and GPT Analyst would flag this security risk.
Operational Instructions Analysis Mode
Example
GPT Analyst can break down the logic of a prompt to reveal its operational mechanics, showing how the system is supposed to function based on the given instructions.
Scenario
A product manager designing a new AI chatbot could input their prompt and use this function to understand how the instructions will guide the bot's responses. GPT Analyst would point out any inefficiencies or redundancies, ensuring that the bot works as intended without unnecessary complexity.
Jailbreak Analysis Mode
Example
GPT Analyst evaluates prompts to detect vulnerabilities that might allow users to bypass restrictions, such as generating prohibited content or enabling unintended behaviors.
Scenario
An organization using GPT for customer service may want to ensure the AI cannot be manipulated into providing inappropriate responses. By running a jailbreak analysis, they can see if users might craft inputs that break the intended functionality, allowing them to fix loopholes.
Target Users of GPT Analyst
Developers and Engineers
Developers building or maintaining GPT-based systems benefit from GPT Analyst by ensuring their prompts are secure, efficient, and free from vulnerabilities. This group can use the analysis to refine system prompts, safeguard sensitive instructions, and troubleshoot operational issues.
AI Researchers and Enthusiasts
AI researchers who are exploring prompt design, jailbreaking techniques, or analyzing the safety of AI systems can leverage GPT Analyst to dive deep into how prompts operate and where they might fail. This helps them better understand prompt security and function.
How to Use GPT Analyst
1
Visit aichatonline.org for a free trial without login, also no need for ChatGPT Plus.
2
Familiarize yourself with the available commands such as /sec, /op, /jb, and /rewrite, each designed for specific types of analysis.
3
To trigger a specific analysis mode, start your prompt with the appropriate command (e.g., '/sec' for security analysis). Follow the command with the relevant prompt you want analyzed.
4
Review the results carefully, as GPT Analyst provides comprehensive, targeted feedback in response to your queries. Adjust your inputs for more refined results if necessary.
5
Use specialized commands like '/download' to save your analysis, or '/lang' to set the default language for operation.
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GPT Analyst: Common Questions & Answers
What is GPT Analyst used for?
GPT Analyst is a specialized AI tool designed to analyze and dissect system prompts, providing insights across multiple domains such as security, operations, and potential vulnerabilities. It helps users optimize prompt design and identify any weaknesses or errors.
How does GPT Analyst perform security analysis?
When you use the '/sec' command, GPT Analyst identifies security-related instructions in your input, extracting potential vulnerabilities, protections, or hidden mechanisms within a system prompt. It can detect instructions related to guarding against unauthorized access or manipulation.
Can GPT Analyst help me rewrite my prompts?
Yes, GPT Analyst can optimize and rewrite your prompts. By using the '/rewrite' command, you can have your original input structured more effectively, eliminating redundancies while retaining essential elements in a clear, markdown-formatted output.
What are the typical use cases for GPT Analyst?
Common use cases include security audits of AI instructions, functional prompt optimizations for chatbots, academic prompt analysis, and detecting vulnerabilities in AI-guided applications. It's ideal for developers, researchers, and security professionals.
Does GPT Analyst support multiple languages?
Yes, you can set the default language for GPT Analyst using the '/lang' command. Although it operates in English by default, it can understand and respond in multiple languages depending on your preferences.