campaign-audit

Fail

Audited by Gen Agent Trust Hub on Aug 12, 2026

Risk Level: HIGHCOMMAND_EXECUTIONREMOTE_CODE_EXECUTIONPROMPT_INJECTION
Full Analysis
  • [REMOTE_CODE_EXECUTION]: The skill uses the Bash tool to execute Python scripts with arguments like --brand "{brand}" and --competitors "{competitors}" which are directly interpolated from user-supplied parameters. This creates a high-risk command injection vulnerability where shell metacharacters (e.g., ;, |, or $(...)) in the user input could lead to arbitrary command execution on the host system.
  • [INDIRECT_PROMPT_INJECTION]: The skill has a significant attack surface for indirect prompt injection as it aggregates content from various external marketing and social media sources. \n
  • Ingestion points: External data is ingested from Google Ads, Meta, LinkedIn, email platforms, CRMs, and web pages via multiple scripts mentioned in Step 2. \n
  • Boundary markers: The instructions lack any requirement for delimiters or "ignore instructions" prompts when processing this external content. \n
  • Capability inventory: The skill uses Bash, Read, and Grep tools and performs file writes to brand data directories (~/.claude-marketing/) and user documents (~/Documents/). \n
  • Sanitization: No validation or sanitization process is described for the content pulled from these external sources before it is analyzed by the agent or included in reports.
Recommendations
  • AI detected serious security threats
Audit Metadata
Risk Level
HIGH
Analyzed
Aug 12, 2026, 10:15 PM
Security Audit — agent-trust-hub — campaign-audit