ad-creative
Warn
Audited by Gen Agent Trust Hub on Jul 16, 2026
Risk Level: MEDIUMEXTERNAL_DOWNLOADSREMOTE_CODE_EXECUTIONCOMMAND_EXECUTIONPROMPT_INJECTION
Full Analysis
- [EXTERNAL_DOWNLOADS]: The skill instructions recommend the download and installation of tools and code from non-trusted external sources.
- It directs users to use
npx gooseworks install --allto install a third-party ad-creative pipeline. - It suggests cloning the
voiceboxrepository fromgithub.com/jamiepine/voicebox.gitfor on-device voice synthesis. - It references the
super-video-makerskill from the repositorygithub.com/Bomx/super-video-maker-skill. - [REMOTE_CODE_EXECUTION]: The workflow for producing iMessage-style ads involves running
npx gooseworks install --all, which facilitates the download and immediate execution of scripts from an unverified third-party provider. - [COMMAND_EXECUTION]: The skill provides numerous shell commands for automating ad production and performance analysis.
- Instructions include command-line examples for interacting with
google-ads,meta-ads,linkedin-ads, andtiktok-adsCLIs. - Provides commands for image generation using the Gemini API and video rendering via
npx remotion render. - [PROMPT_INJECTION]: The skill exhibits an attack surface for indirect prompt injection through its ingestion of untrusted external content.
- Ingestion points: The skill reads data from local files such as
inputs/reviews/andinputs/comments/to ground the ad generation process. - Boundary markers: There are no explicit boundary markers or instructions to the agent to disregard potential adversarial content within these ingested files.
- Capability inventory: The skill utilizes subprocess calls to execute platform CLIs and performs network operations (via
curl) to send data to external AI service providers. - Sanitization: While the included
assets/creative-review-template.htmlimplements an HTML escaping function (esc) for rendering, there is no validation or sanitization of input data before it is interpolated into prompts for the LLM to generate copy.
Audit Metadata