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security-audit

Audit AI applications for prompt injection, data exfiltration, and unauthorized tool usage.

1|Updated Apr 14, 2026
Search Tags:#AI security#security audit#data protection#prompt injection#tool abuse
One-click install
npx skills add https://github.com/autorundev/autorun-skills --skill security-audit-autorundev
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: security-audit
Source: https://github.com/autorundev/autorun-skills/tree/main/security-audit
Command: npx skills add https://github.com/autorundev/autorun-skills --skill security-audit-autorundev

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill conducts comprehensive security audits for AI-powered applications, identifying vulnerabilities such as prompt injection, tool abuse, and data exfiltration, ensuring compliance and integrity.

Core Features & Use Cases

  • Comprehensive Security Assessment: Audits AI applications for security flaws across various dimensions, including prompt leakage, tool misuse, and data protection.
  • Customizable Audit Steps: Provides a matrix-based approach to select applicable security checks based on the app's features and configurations.
  • Automated Testing: Includes code review patterns and test attack strings to uncover security vulnerabilities proactively.

Quick Start

Run a security audit on your AI application by executing the 'security-audit' command in Claude Code.

Frequently Asked Questions about security-audit

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

FAQPage Schema
How do I audit my AI application for prompt injection and tool abuse vulnerabilities?▼

To audit AI security for prompt injection and tool abuse, execute the security-audit command to analyze system prompts, tool calls, and data handling processes for vulnerabilities and compliance gaps.

What is a security audit for AI applications and when do I need one?▼

An AI application security audit detects and mitigates vulnerabilities like prompt leakage, data exfiltration, and unauthorized tool usage. You need one to maintain compliance with AI security standards and ensure application integrity.

Does this security audit tool test for data exfiltration and unauthorized tool usage?▼

Yes, this security audit detects data exfiltration and unauthorized tool usage by analyzing system prompts, tool calls, data handling, and output sanitization processes to uncover potential vulnerabilities proactively.

How do I customize security checks for my AI application's specific features?▼

You customize security checks using a matrix-based approach to select applicable audit steps based on your app's features and configurations, ensuring the assessment targets your specific security dimensions.

What is the best way to proactively uncover security flaws in AI system prompts?▼

The best way to uncover AI security flaws is using automated testing with code review patterns and test attack strings to identify vulnerabilities in system prompts and output sanitization processes.

What are the limitations of automated testing for AI security compliance?▼

Automated testing for AI security compliance relies on analyzing system prompts, tool calls, and data handling, but may require manual review of complex output sanitization processes to ensure full vulnerability mitigation.

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