owasp-llm-top10

Assess LLM-backed applications against the OWASP Top 10 for LLM Applications.

6|Updated May 30, 2026
One-click install
npx skills add https://github.com/jassics/awesome-claude-security --skill owasp-llm-top10-jassics
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: owasp-llm-top10
Source: https://github.com/jassics/awesome-claude-security/tree/main/plugins/llm-security/skills/owasp-llm-top10
Command: npx skills add https://github.com/jassics/awesome-claude-security --skill owasp-llm-top10-jassics

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill provides a comprehensive assessment of LLM-backed applications against the OWASP Top 10 for LLM Applications, identifying potential security risks and recommending mitigations.

Core Features & Use Cases

  • OWASP Top 10 Assessment: Evaluates applications against the OWASP Top 10 LLM risk categories.
  • Detailed Findings: Generates a report with findings, severity, and mitigations for each category.
  • Use Case: Use this Skill to review chatbots, copilots, RAG apps, or any feature built on an LLM and ensure it meets security standards.

Quick Start

Run the owasp-llm-top10 skill to assess your LLM application for security vulnerabilities.

Frequently Asked Questions about owasp-llm-top10

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

FAQPage Schema
How do I perform an OWASP Top 10 security assessment for an LLM application?

To perform an OWASP Top 10 security assessment for an LLM application, map your system architecture and evaluate it against each LLM risk category to identify vulnerabilities and rank findings by severity. This generates a detailed report with recommended mitigations.

What types of LLM applications can I evaluate for security risks using this approach?

You can evaluate chatbots, copilots, RAG apps, and any other features built on large language models for security risks. The assessment applies the OWASP Top 10 for LLM Applications to ensure these architectures meet security standards.

What is included in an LLM security audit report?

An LLM security audit report includes detailed findings for each OWASP Top 10 category, severity rankings, and specific mitigations. It maps your application's architecture to identified risks and provides actionable recommendations to resolve them.

Can I use this OWASP assessment to secure a Retrieval-Augmented Generation (RAG) app?

Yes, you can use this OWASP assessment to secure a Retrieval-Augmented Generation (RAG) app. The evaluation walks through each OWASP Top 10 category specifically tailored for LLM-backed applications to identify and mitigate potential security risks.

How does the OWASP Top 10 for LLM Applications differ from traditional web application security assessments?

The OWASP Top 10 for LLM Applications targets risks unique to large language models, such as prompt injection and model supply chain vulnerabilities, rather than traditional web flaws. It maps LLM-specific system architectures to specialized risk categories and mitigations.

When do I need an LLM security audit for my chatbot or copilot feature?

You need an LLM security audit for your chatbot or copilot feature when deploying any LLM-backed capability into production. The assessment identifies vulnerabilities across the OWASP Top 10 categories to ensure your application meets security standards before release.