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Security audit

NSFW Video Generation — Adult Creative AI Video Models

Security checks for vulnerabilities and agentic risk

Overview

This is a disclosed Atlas Cloud mature-video generation skill that uses an API key and sends prompts or media to Atlas, with no evidence of hidden persistence, deception, or malicious behavior.

Install only if you intend to use Atlas Cloud for adult video generation. Use a dedicated Atlas Cloud API key, keep account balance limited, confirm users are 18+, upload only media you have rights and consent to use, and assume prompts/media sent to Atlas Cloud are visible to that service.

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
Vulnerability Patterns
  • Data ExfiltrationExternal Transmission, Env Variable Harvesting, File System Enumeration
  • MCP Least PrivilegeUnderdeclared Capability, Wildcard Permission, Missing Permission Declaration
  • MCP Tool PoisoningHidden Instructions, Unicode Deception, Parameter Description Injection
  • Prompt InjectionInstruction Override, Hidden Instructions, Exfiltration Commands
  • Privilege EscalationExcessive Permissions, Sudo/Root Execution, Credential Access
Findings (6)

Undeclared Tool Scope

Medium
Category
MCP Least Privilege
Confidence
92% confidence
Finding

The skill explicitly requires environment access for ATLASCLOUD_API_KEY and documents outbound network calls to a third-party API, but it does not declare any permissions or allowed-tools scope. That mismatch weakens least-privilege controls and makes it harder for a host agent to constrain what the skill may access or where data may be sent.

Content

No source excerpt is available for this finding.

Intent-Code Divergence

Medium
Category
Not specified by scanner
Confidence
94% confidence
Finding

The skill states that the agent MUST confirm the user is 18+ before first use, but the later implementation workflow does not require or enforce that check before execution. Because this skill is specifically designed for NSFW generation, failure to enforce gating materially increases the risk of prohibited use by minors and policy noncompliance.

Content

No source excerpt is available for this finding.

External Transmission

Medium
Category
Data Exfiltration
Confidence
84% confidence
Finding

The skill sends prompts and media references to an external service and includes the API key in an Authorization header, which is a real data-exposure boundary. In context this is expected functionality rather than overtly malicious behavior, but it still creates privacy, compliance, and billing risk because user inputs and account-backed credentials are transmitted to a third party.

Content

Scanner excerpt · SKILL.md (reported line 280)May include surrounding context.

bash
# Step 1: Submit — replace {PAYLOAD} with the model-specific JSON below
curl -s -X POST "https://api.atlascloud.ai/api/v1/model/generateVideo" \
  -H "Authorization: Bearer $ATLASCLOUD_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{PAYLOAD}'

External Transmission

Medium
Category
Data Exfiltration
Confidence
84% confidence
Finding

The skill sends prompts and media references to an external service and includes the API key in an Authorization header, which is a real data-exposure boundary. In context this is expected functionality rather than overtly malicious behavior, but it still creates privacy, compliance, and billing risk because user inputs and account-backed credentials are transmitted to a third party.

Content

Scanner excerpt · SKILL.md (reported line 280)May include surrounding context.

bash
# Step 1: Submit — replace {PAYLOAD} with the model-specific JSON below
curl -s -X POST "https://api.atlascloud.ai/api/v1/model/generateVideo" \
  -H "Authorization: Bearer $ATLASCLOUD_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{PAYLOAD}'

External Transmission

Medium
Category
Data Exfiltration
Confidence
60% confidence
Finding

Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.

Content

Scanner excerpt · SKILL.md (reported line 287)May include surrounding context.

md
import urllib.error
import urllib.parse

API_BASE = "https://api.atlascloud.ai/api/v1"


def get_api_key():

External Transmission

Medium
Category
Data Exfiltration
Confidence
60% confidence
Finding

Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.

Content

Scanner excerpt · scripts/generate_video.py (reported line 41)May include surrounding context.

python
import urllib.error
import urllib.parse

API_BASE = "https://api.atlascloud.ai/api/v1"


def get_api_key():

Static analysis

No suspicious patterns detected.