red-team-llm-app

Red-team LLM applications against security vulnerabilities like prompt injection and jailbreaks.

29|8|Updated Jul 5, 2026
One-click install
npx skills add https://github.com/ContextJet-ai/awesome-llm-observability --skill red-team-llm-app
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: red-team-llm-app
Source: https://github.com/ContextJet-ai/awesome-llm-observability/tree/main/skills/red-team-llm-app
Command: npx skills add https://github.com/ContextJet-ai/awesome-llm-observability --skill red-team-llm-app

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill provides a structured method to red-team and test an LLM/agent app for security vulnerabilities before deployment.

Core Features & Use Cases

  • Red-Team Testing: Identifies vulnerabilities like prompt injection, jailbreaks, data exfiltration, and tool misuse.
  • Structured Approach: Follows the OWASP LLM Top 10 and systematic testing for common attack classes.
  • Use Case: Before deploying an LLM application to production, use this Skill to simulate attacks and ensure it withstands them.

Quick Start

Run the red-team-llm-app Skill on your LLM application with the command 'red-team my LLM'.

Frequently Asked Questions about red-team-llm-app

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I test my LLM application for prompt injection and jailbreak vulnerabilities?

To test for prompt injection and jailbreak vulnerabilities, you run automated red-teaming simulations against your LLM application using attack datasets. This identifies security weaknesses before production deployment.

What is red-teaming for AI security and when do I need it?

Red-teaming for AI security is a structured testing method that simulates attacks like data exfiltration and tool misuse on LLM applications. You need it for pre-deployment security assessments to ensure your app withstands known vulnerabilities.

Does red-teaming an LLM agent follow the OWASP Top 10?

Yes, systematic red-teaming for LLM applications follows the OWASP LLM Top 10. This structured approach ensures comprehensive coverage of common attack classes and security vulnerabilities during automated testing.

How do I automate security testing for an LLM app before deployment?

You automate security testing for an LLM app by running red-teaming scripts that require input of attack scenarios or datasets. The automated tools then test your application against a comprehensive set of vulnerabilities.

What attack scenarios do I need to provide for LLM security testing?

For LLM security testing, you need to provide attack scenarios or datasets as input. These drive the automated testing tools to simulate specific vulnerabilities like prompt injection, jailbreaks, and tool misuse against your application.