ai-marketing-skills-automation
Warn
Audited by Gen Agent Trust Hub on Sep 23, 2026
Risk Level: MEDIUMEXTERNAL_DOWNLOADSREMOTE_CODE_EXECUTIONCOMMAND_EXECUTIONINDIRECT_PROMPT_INJECTION
Full Analysis
- [EXTERNAL_DOWNLOADS]: The skill instructs the agent to clone a repository from a personal GitHub account (
https://github.com/ericosiu/ai-marketing-skills.git) rather than a recognized trusted organization. - [REMOTE_CODE_EXECUTION]: The installation process involves running
pip install -r requirements.txtagainst the downloaded repository, which may result in the installation of unverified dependencies or the execution of arbitrary code. - [COMMAND_EXECUTION]: The skill documentation provides numerous examples of CLI commands (e.g.,
python experiment-engine.py,python pacing-alert.py) that the agent is meant to execute. These scripts interact with external APIs and local file systems. - [INDIRECT_PROMPT_INJECTION]: The skill creates a broad attack surface by ingesting data from external sources such as website visitor intent, sales call transcripts, and content files for processing by an LLM.
- Ingestion points: The skill fetches visitor data via the
RB2BAPI, sales call insights from theGongAPI, and reads local markdown files (blog-post.md) for quality scoring. - Boundary markers: There are no documented boundary markers or specific instructions for the LLM to ignore potentially malicious embedded commands within the ingested data.
- Capability inventory: The associated scripts have capabilities to perform network requests, write data to CRMs (Salesforce), and generate outbound communications.
- Sanitization: The documentation references a
security/sanitizer.pyutility andsanitize_outputfunction designed to remove PII and API keys, though the effectiveness depends on the implementation within the external repository.
Audit Metadata