agentic-actions-auditor

Audit GitHub Actions workflows for AI agent security vulnerabilities.

6.5k|561|Updated Jan 14, 2026
One-click install
npx skills add https://github.com/trailofbits/skills --skill agentic-actions-auditor-trailofbits
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: agentic-actions-auditor
Source: https://github.com/trailofbits/skills/tree/main/plugins/agentic-actions-auditor/skills/agentic-actions-auditor
Command: npx skills add https://github.com/trailofbits/skills --skill agentic-actions-auditor-trailofbits

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires gh, python, bash, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill identifies and mitigates security vulnerabilities in GitHub Actions workflows that use AI agents, such as Claude Code Action, Gemini CLI, OpenAI Codex, and GitHub AI Inference.

Core Features & Use Cases

  • AI Agent Security Auditing: Identifies potential vulnerabilities in workflows invoking AI agents.
  • Vulnerability Detection: Detects attack vectors where attacker-controlled input reaches AI agents in CI/CD pipelines.
  • Use Case: If you are reviewing GitHub Actions workflows that include AI agent steps, this Skill can help identify potential security risks like prompt injection, unauthorized access, and data exfiltration.

Quick Start

Analyze the GitHub Actions workflows in your repository using the agentic-actions-auditor skill.

Frequently Asked Questions about agentic-actions-auditor

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

FAQPage Schema
How do I audit GitHub Actions workflows for AI agent security vulnerabilities?

This Skill audits GitHub Actions workflows for AI agent security vulnerabilities by analyzing workflow YAML files and associated scripts. It identifies attack vectors and configuration issues that may lead to prompt injection, unauthorized access, and data exfiltration in your CI/CD pipelines.

What types of AI agent vulnerabilities can occur in CI/CD pipelines?

AI agent vulnerabilities in CI/CD pipelines include prompt injection, unauthorized access, and data exfiltration. These security risks occur when attacker-controlled input reaches AI agents like Claude Code Action, Gemini CLI, OpenAI Codex, or GitHub AI Inference within GitHub Actions workflows.

Do I need Python and bash to run security audits on GitHub Actions workflows?

Yes, you need Python and bash installed, along with the GitHub CLI (gh), to run security audits on GitHub Actions workflows. These dependencies are required to execute the scripts that analyze workflow YAML files and detect AI agent configuration issues.

Can I use this auditor to check workflows running Gemini CLI and OpenAI Codex?

Yes, you can use this auditor to check workflows running Gemini CLI and OpenAI Codex. It identifies potential vulnerabilities in GitHub Actions workflows that invoke AI agents, detecting security risks across multiple agent integrations including Claude Code Action and GitHub AI Inference.

What's the best way to detect prompt injection risks in GitHub Actions?

The best way to detect prompt injection risks in GitHub Actions is to audit workflow YAML files and associated scripts for attack vectors where attacker-controlled input reaches AI agents. This Skill analyzes configuration issues that may lead to unauthorized access and data exfiltration.