agentclash-security-evaluation

Name: agentclash-security-evaluation
Availability: InStock
Author: agentclash

Simulate adversarial attacks and secret leakage against local and remote vault services.

25|2|Updated Mar 4, 2026

Search Tags:#security #evaluation #vault #adversarial #leakage #agentclash

Ready to run

npx skills add https://github.com/agentclash/agentclash --skill agentclash-security-evaluation

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Please help me install this Agent Skill.
Skill: agentclash-security-evaluation
Source: https://github.com/agentclash/agentclash/tree/main/web/content/agent-skills/agentclash-security-evaluation
Command: npx skills add https://github.com/agentclash/agentclash --skill agentclash-security-evaluation

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill addresses the critical need to identify security vulnerabilities in AI agents, such as secret leakage, adversarial prompt susceptibility, and unauthorized boundary crossing, before they reach production.

Core Features & Use Cases

Security Stress Testing: Run automated harnesses to measure leak rates and refusal strategies against various models.
Vault Boundary Validation: Specifically test Agent Vault and HashiCorp Vault configurations to ensure agents cannot access unauthorized secrets.
Use Case: Before deploying an agent that interacts with sensitive infrastructure, use this skill to run a security pack that attempts to trick the agent into revealing canary secrets or bypassing egress policies.

Quick Start

Execute the security stress-run command by providing the path to your security challenge pack YAML file to begin the automated evaluation loop.

Frequently Asked Questions about agentclash-security-evaluation

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

FAQPage Schema

How do I test AI agent security posture before deployment?▼

You can stress-test AI agent security by running automated harnesses that simulate adversarial attacks and secret leakage scenarios against local and remote vault services. This validates egress policies and prompt-injection resistance before deployment.

Can I validate HashiCorp Vault configurations to prevent unauthorized secret access?▼

Yes, you can validate HashiCorp Vault configurations by simulating adversarial secret leakage scenarios against the service. This specifically tests whether agents can bypass boundaries to access unauthorized secrets.

How do I measure secret leakage rates and refusal strategies in AI models?▼

Measure secret leakage rates by executing automated security stress-runs using a challenge pack YAML file. The harness attempts to trick agents into revealing canary secrets, quantifying leak rates and refusal strategies across models.

Do I need provider API keys to run agent security evaluations?▼

Yes, executing agent security evaluations requires a configured environment with provider API keys. Optional vault connectivity is also needed to run client-side stress harnesses against configured local and remote services.

What is the best way to test agent resistance to prompt injection attacks?▼

The best way to test prompt-injection resistance is running an automated security evaluation loop. Provide a security challenge pack YAML file to simulate adversarial attacks and measure how agents handle malicious inputs.

What limitations exist when simulating adversarial attacks on local vaults?▼

Limitations include the necessity of pre-configured provider API keys and optional vault connectivity to execute stress harnesses. The evaluation depends on these configured environments to successfully simulate boundary crossing attempts.