Security audit

AI Prompt Reverse Engine

Security checks for vulnerabilities and agentic risk

Overview

This skill is a small, purpose-aligned image-to-prompt helper, with the main caveat that its OpenAI/image data handling should be clearer.

Install only if you are comfortable using an external vision/API provider for image analysis. Do not use sensitive, personal, confidential, or proprietary images unless you have permission and understand the provider's data handling terms.

A.I.G

Vulnerability Patterns

Skill Instruction HijackingAlters the agent's session goals or safety constraints when the skill loads
Agent Memory PoisoningWrites attacker-controlled rules into memory that affect later sessions
Remote Payload Retrieval and ExecutionFetches external code whose behavior can change after review
Embedded Malicious CodeShips malicious scripts inside the skill and executes them locally
Unauthorized Access and Privilege EscalationObtains permissions beyond the task's legitimate needs

SkillSpector

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

Category: Not specified by scanner
Confidence: 94% confidence
Finding: The README advertises image upload and use of the OpenAI API but does not disclose that uploaded images or derived content may be transmitted to a third-party service for processing. This can mislead users about where their data goes and creates privacy, compliance, and consent risks, especially for sensitive or proprietary images.
Content: No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.