genpark-marketing-cloud-sql-audience-generator

Fail

Audited by Gen Agent Trust Hub on Oct 8, 2026

Risk Level: HIGHEXTERNAL_DOWNLOADSREMOTE_CODE_EXECUTIONINDIRECT_PROMPT_INJECTION
Full Analysis
  • [EXTERNAL_DOWNLOADS]: The skill documentation directs users to clone a repository from an unverified GitHub account (alphaparkinc) which is not recognized as a trusted vendor or well-known service in the context of the author.
  • [REMOTE_CODE_EXECUTION]: The provided installation instructions include running pip install -r requirements.txt on the unverified external repository, which could lead to the execution of malicious code during the package installation process.
  • [INDIRECT_PROMPT_INJECTION]: The skill facilitates the conversion of untrusted natural language intents into SQL queries for execution in Salesforce Marketing Cloud. This architectural pattern is vulnerable to prompt injection where a crafted input could result in harmful SQL generation.
  • Ingestion points: The intent parameter in the generate_sql function within SKILL.md.
  • Boundary markers: No delimiters or "ignore" instructions are used to isolate the user-provided intent from the system prompt.
  • Capability inventory: The skill possesses the capability to execute generated SQL against production data extensions via the MarketingCloudClient.
  • Sanitization: There is no evidence of input sanitization or query parameterization to prevent SQL injection or logic manipulation.
Recommendations
  • AI detected serious security threats
Audit Metadata
Risk Level
HIGH
Analyzed
Oct 8, 2026, 09:43 PM