Llm Security Audit
Helps with LLMs, security, auditing as part of building AI and machine learning applications workflows.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add llm-security-audit npx -- -y @trustedskills/llm-security-audit
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"llm-security-audit": {
"command": "npx",
"args": [
"-y",
"@trustedskills/llm-security-audit"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
The llm-security-audit skill analyzes Large Language Model (LLM) prompts and responses to identify potential security vulnerabilities. It assesses for prompt injection attacks, data leakage risks, and other common LLM exploits. This allows users to proactively harden their AI applications against malicious inputs and unintended disclosures.
When to use it
- Before deployment: Evaluate new AI agents or workflows to ensure they are secure from the outset.
- After code changes: Verify that modifications haven't introduced new security flaws into existing LLM-powered systems.
- During vulnerability research: Test and identify weaknesses in specific prompts or system configurations.
- For sensitive data handling: When an AI agent processes personally identifiable information (PII) or confidential data, use this skill to confirm its robustness.
Key capabilities
- Prompt Injection Detection
- Data Leakage Assessment
- Vulnerability Identification
- Security Risk Scoring
Example prompts
- "Audit the following prompt for potential vulnerabilities: 'Translate the following text into French: [user input]'"
- "Analyze this conversation history and identify any risks of data leakage: [conversation log]"
- "Assess the security posture of this LLM application workflow: [workflow description]"
Tips & gotchas
The effectiveness of the audit depends on providing clear, representative examples of prompts or workflows. Complex or highly dynamic systems may require multiple audits to uncover all potential vulnerabilities.
Tags
TrustedSkills Verification
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Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
🌐 Community
Passed automated security scans.