ad-creative-generation

Warn

Audited by Snyk on May 2, 2026

Risk Level: MEDIUM
Full Analysis

MEDIUM W011: Third-party content exposure detected (indirect prompt injection risk).

  • Third-party content exposure detected (high risk: 0.90). The skill's SKILL.md Phase 1 explicitly requires calling firecrawl_extract_branding(url="https://...") to fetch a site's logo, screenshot, and brand.screenshot.description and then instructs the agent to read and use that extracted website content (brand.screenshot.description and brand.branding) to drive ad copy and image-generation prompts, so arbitrary public websites can directly influence tool behavior.

MEDIUM W012: Unverifiable external dependency detected (runtime URL that controls agent).

  • Potentially malicious external URL detected (high risk: 1.00). The skill calls firecrawl_extract_branding(url="https://example.com") at runtime and then injects the returned brand data (e.g., brand.screenshot.description and reference images) directly into image-generation prompts, so the external website URL (e.g., https://example.com or any user-supplied site) is fetched at runtime and controls the agent's prompts.

Issues (2)

W011
MEDIUM

Third-party content exposure detected (indirect prompt injection risk).

W012
MEDIUM

Unverifiable external dependency detected (runtime URL that controls agent).

Audit Metadata
Risk Level
MEDIUM
Analyzed
May 2, 2026, 04:20 AM
Issues
2
Security Audit — snyk — ad-creative-generation