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Security audit

AI Girl & Character Generator

Security checks for vulnerabilities and agentic risk

Overview

This skill is a straightforward Media.io image-generation helper that sends user-provided prompts and image URLs to Media.io as its core function.

Install only if you are comfortable sending prompts and image URLs to Media.io. Use images you own or are authorized to process, avoid private or sensitive image URLs, and keep MEDIAIO_API_KEY out of logs and shared transcripts.

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
  • Prompt InjectionInstruction Override, Hidden Instructions, Exfiltration Commands
  • Data ExfiltrationExternal Transmission, Env Variable Harvesting, File System Enumeration
  • 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 (3)

Hidden Instructions

High
Category
Prompt Injection
Confidence
60% confidence
Finding

Hidden instructions were detected in comments or invisible text. These could contain malicious directives. Manual review is recommended.

Content

Scanner excerpt · SKILL.md (reported line 1)May include surrounding context.

md
---
name: mediaio-ai-character-generator
description: Generate AI images of girls, characters, and fictional personas using Media.io OpenAPI. Creates detailed, stylized character portraits in various styles. AI character generator, AI girl generator, character design AI.
metadata: {"openclaw": {"homepage": "https://platform.media.io/docs/", "requires": {"bins": ["curl"], "env": ["MEDIAIO_API_KEY"]}, "primaryEnv": "MEDIAIO_API_KEY"}}

Missing User Warnings

Medium
Category
Not specified by scanner
Confidence
93% confidence
Finding

The skill instructs the agent to send a user-supplied image URL to Media.io but does not clearly warn users that their input will be transmitted to an external third-party service. This creates a privacy and consent issue, especially if users provide sensitive or private image URLs under the assumption processing is local.

Content

No source excerpt is available for this finding.

External Transmission

Medium
Category
Data Exfiltration
Confidence
88% confidence
Finding

This skill is explicitly designed to transmit prompts, image URLs, and authentication headers to an external API, so the external transmission is real rather than hypothetical. In context this is expected behavior, but it still carries data-exposure risk if users are not informed or if sensitive URLs/content are sent without validation and consent.

Content

Scanner excerpt · SKILL.md (reported line 105)May include surrounding context.

  1. Stop when status is completed or failed.
  2. Return output URLs from data.result when completed.

cURL Examples

Query Credits

bash

Static analysis

No suspicious patterns detected.