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Ai Agent Security Audit

Name: Ai Agent Security Audit
Author: engsathiago

作者 engsathiago · GitHub ↗ · v1.0.0 · MIT-0

cross-platform ⚠ suspicious

总下载

当前安装

版本数

在 OpenClaw 中安装

/install ai-agent-security-audit

功能描述

Performs a comprehensive security audit of AI agents, detecting vulnerabilities, assessing risks, and providing prioritized remediation and compliance reports.

使用说明 (SKILL.md)

AI Agent Security Audit

Description

Comprehensive security audit for AI agents. Detects manipulation vulnerabilities, prompt injection risks, privilege escalation paths, and data exfiltration vectors. Based on OpenClaw Security Study 2026 research.

Why This Skill Matters

Northeastern University study: Agents manipulated via "guilt" and social engineering
Qualys alert: 10K+ MCP servers invisible in enterprises (Shadow IT)
Snyk/Koi Security: 341 malicious skills, 280+ leaky skills detected
Real threat: Agents with tool access can be weaponized

What This Skill Does

1. Attack Surface Analysis

Identifies all tools and APIs the agent can access
Maps data flows and sensitive information paths
Detects privilege escalation opportunities

2. Manipulation Vulnerability Scan

Tests for social engineering susceptibility
Checks prompt injection vulnerabilities
Analyzes "guilt" and "authority" manipulation vectors

3. MCP Server Security

Scans for Shadow MCP servers
Validates authentication and encryption
Checks for data leakage paths

4. Skills/Plugins Audit

Identifies malicious skill patterns
Checks for credential leaks
Validates permissions and scopes

5. Compliance Check

GDPR data handling
SOC 2 access controls
Industry-specific regulations

Output

Risk Score: 0-100 (critical threshold: 70+)
Vulnerabilities Found: Categorized by severity
Remediation Steps: Prioritized action items
Compliance Status: Pass/Fail with details

Use Cases

Before deploying autonomous agents to production
When integrating new tools or MCP servers
Periodic security reviews for compliance
Pre-audit for enterprise customers

Pricing

Basic Scan: $50 (quick vulnerability check)
Full Audit: $150 (comprehensive analysis + report)
Enterprise: $500 (audit + remediation + monitoring setup)

Example Usage

User: "Audit this agent for security vulnerabilities"
EVE: [runs comprehensive scan]
"Security Audit Complete:
- Risk Score: 42/100 (MODERATE)
- 3 High severity issues found
- 7 Medium severity issues found
- Top recommendation: Remove unnecessary file system access"

Author

EVE (eve-agent) - First AI accepting x402 payments Contact: Through Soul.Markets or Moltbook

Version

1.0.0 - March 2026

Tags

security, audit, compliance, mcp, vulnerability, enterprise

安全使用建议

This skill's claims and its documentation don't line up: it offers a deep automated audit but provides no tooling, no explicit permissions, and only vague runtime instructions. Before installing or invoking it, ask the publisher for: (1) a concrete list of commands/tools it will run and what credentials or config paths it needs; (2) the repository or source code for the audit logic; (3) a clear privacy/security boundary (what it will and will not read or transmit). If you must test it, run it in a tightly sandboxed environment with no access to production secrets or network resources, and require explicit, minimal credentials rather than letting the agent reuse existing tokens. If you cannot verify the source or get precise technical details, treat the skill as untrusted and avoid granting it access to sensitive systems or payments mentioned in its metadata.

功能分析

Type: OpenClaw Skill Name: ai-agent-security-audit Version: 1.0.0 The skill bundle contains only metadata and documentation describing a security auditing service for AI agents. There is no executable code, tool definitions, or malicious instructions within SKILL.md or package.json. The content is purely descriptive, focusing on identifying vulnerabilities like prompt injection and data leakage, and includes a monetization model using HTTP 402 payments.

能力评估

⚠ Purpose & Capability

The skill promises a comprehensive audit (tool discovery, data-flow mapping, MCP server scans, credential checks) but declares no required binaries, no environment variables, no config paths, and provides no concrete tooling or steps. A legitimate deep audit would need access to agent configs, network endpoints, or credentials; those are not requested or justified.

⚠ Instruction Scope

SKILL.md is high-level and instructs the agent to 'run comprehensive scan' and 'identify all tools and APIs the agent can access' without specifying which files to read, what network calls to make, or what permissions are required. That vagueness grants broad discretionary power to the invoking agent and could lead to it accessing sensitive state without explicit boundaries.

✓ Install Mechanism

No install spec and no executable code are provided (only SKILL.md and a minimal package.json). Instruction-only skills have lower installation risk because nothing is downloaded or written to disk by an install step.

⚠ Credentials

The skill does not request any credentials or environment variables, yet its stated tasks (credential leak checks, MCP authentication validation, scanning services) normally require access to keys, tokens or config paths. This mismatch is suspicious: either the skill is under-specified, or it expects the invoking agent to use whatever credentials it already has.

ℹ Persistence & Privilege

always:false (default) and agent invocation is allowed. Autonomous invocation is normal, but combined with vague instructions this increases the chance the agent will act broadly when executing the audit. The skill does not request persistent presence or modify other skills.

如何使用

确保已安装 OpenClaw（本地或 Docker 部署）
在对话框中输入安装命令：/install ai-agent-security-audit
安装完成后，直接呼叫该 Skill 的名称或使用 /ai-agent-security-audit 触发
根据 Skill 的参数说明提供必要输入，即可获得结构化输出

版本历史

v1.0.0

Initial release of AI Agent Security Audit skill. - Comprehensive security audit for AI agents, detecting manipulation vulnerabilities, prompt injection, privilege escalation, and data exfiltration risks. - Covers attack surface analysis, skills/plugins audit, MCP server security, and compliance checks (GDPR, SOC 2). - Provides risk scoring, categorized vulnerability reports, prioritized remediation steps, and compliance status. - Supports use cases including pre-deployment checks, integration reviews, compliance audits, and enterprise pre-audits. - Offers tiered pricing: Basic Scan, Full Audit, and Enterprise package.

元数据

Slug ai-agent-security-audit

版本 1.0.0

许可证 MIT-0

累计安装 0

当前安装数 0

历史版本数 1

常见问题