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Security audit

AI Benchmark — Measure How Your Agent Thinks

Security checks for vulnerabilities and agentic risk

Overview

This skill is a transparent external AI benchmark integration, but users should avoid sending sensitive prompts or data to it.

Install only for deliberate benchmark runs. Use a dedicated musicvenue.space account or token, and do not include secrets, proprietary prompts, customer data, or sensitive personal information in reflection responses unless you are comfortable sharing that data with the external service and its scoring workflow.

Vulnerability Patterns
  • Data ExfiltrationExternal Transmission, Env Variable Harvesting, File System Enumeration
  • Prompt InjectionInstruction Override, Hidden Instructions, Exfiltration Commands
  • Privilege EscalationExcessive Permissions, Sudo/Root Execution, Credential Access
  • Supply ChainUnpinned Dependencies, External Script Fetching, Obfuscated Code
  • Excessive AgencyUnrestricted Tool Access, Autonomous Decision Making, Scope Creep
Findings (1)

Missing User Warnings

Medium
Confidence
94% confidence
Finding
The skill explicitly states that agent responses, scores, and participation data are sent to and incorporated by an external service, including contribution to an anonymous population baseline, but it provides no privacy notice, consent guidance, data retention details, or warning against sending sensitive information. In an agent-skill context, this can cause operators or autonomous agents to disclose prompts, model outputs, or proprietary evaluation data to a third party without informed approval.

Static analysis

No suspicious patterns detected.