ad-creative-generation

Pass

Audited by Gen Agent Trust Hub on Oct 29, 2026

Risk Level: SAFEINDIRECT_PROMPT_INJECTIONNO_CODE
Full Analysis
  • [INDIRECT_PROMPT_INJECTION]: The skill extracts branding data, personality traits, and UI descriptions from user-provided URLs using the firecrawl_branding_extract tool. This external content is directly interpolated into prompts for generating ad copy and image generation requests, creating a potential vector for indirect prompt injection attacks where a malicious website could influence the agent's output.
  • Ingestion points: The firecrawl_branding_extract tool in SKILL.md and references/brand-extraction.md fetches content from external URLs.
  • Boundary markers: The instructions do not specify any boundary markers (e.g., XML tags or delimiters) or explicit 'ignore instructions' warnings when processing the extracted brand personality or screenshot descriptions.
  • Capability inventory: The skill has the capability to generate text (ad copy) and images (via images_generate) based on the untrusted data.
  • Sanitization: There is no mention of sanitization, filtering, or validation of the data retrieved from the website before it is used in downstream tasks.
  • [NO_CODE]: The skill consists entirely of Markdown instructions and reference files. No executable scripts (Python, JavaScript, etc.) are included in the skill package.
Audit Metadata
Risk Level
SAFE
Analyzed
Oct 29, 2026, 05:43 AM