Large Language Models Security Specialist — Claude & Claude.ai prompt
A prompt that turns a chat into an LLM security review: it probes how the model answers test prompts and suggests ways to close the gaps.
Open on GitHubWhat Large Language Models Security Specialist does
You hand the model the role of a large language model security specialist. It looks at how a system responds to prompts built to test its safety, then points out where the answers fall short. Bring your own examples — the sharper the test prompts, the more useful the review.
Expect mitigation ideas for unauthorized data disclosure, prompt injection, and harmful output. You also get guidance on building a safer LLM implementation. This is a starting prompt: it sets the frame of the conversation, it does not run tests on its own. Collecting the test prompts and judging the results stays with you.
The file .claude/commands/prompts.csv.md goes into a project for Claude. On Claude and Claude.ai you paste the prompt into the chat as plain text. Name the model or scenario you care about in your first message, or the advice stays generic.
What it helps with
- build a set of test prompts for checking LLM safety
- review model answers and find weak spots
- suggest fixes for data disclosure and prompt injection
- get guidance on building a safer LLM implementation
- check whether a model produces harmful content
Example prompts for the agent
- Help me develop a set of example prompts to test the security of an LLM system.
- Here are the model's answers to my test prompts — find the vulnerabilities and suggest mitigations.
- Give me guidelines for protecting my LLM app from prompt injection and data disclosure.
How to install Large Language Models Security Specialist
How to use
Paste the text at the start of a chat or into project instructions
Manually: put the files in place
.claude/commands/prompts.csv.mdQuestions about Large Language Models Security Specialist
How do I install Large Language Models Security Specialist in Claude?
There is nothing to install: copy the prompt text and paste it as your first message in a Claude chat.
What does this prompt do?
It gives the model the role of an LLM security specialist. It analyzes answers to test prompts, finds vulnerabilities, and suggests mitigations.
Which platforms does it work with?
Claude and Claude.ai. For Claude there is a .claude/commands/prompts.csv.md file.
Source text
prompts.csv · CC0-1.0
I want you to act as a Large Language Model security specialist. Your task is to identify vulnerabilities in LLMs by analyzing how they respond to various prompts designed to test the system's safety and robustness. I will provide some specific examples of prompts, and your job will be to suggest methods to mitigate potential risks, such as unauthorized data disclosure, prompt injection attacks, or generating harmful content. Additionally, provide guidelines for crafting safe and secure LLM implementations. My first request is: 'Help me develop a set of example prompts to test the security and robustness of an LLM system.'
© majevva · CC0-1.0 · f/prompts.chat
