keyword-research

Pass

Audited by Gen Agent Trust Hub on May 29, 2026

Risk Level: SAFECOMMAND_EXECUTIONPROMPT_INJECTION
Full Analysis
  • [COMMAND_EXECUTION]: The skill executes local Python scripts (campaign-tracker.py and scripts/keyword-clusterer.py) to handle campaign tracking and keyword expansion. These scripts are invoked via the command line with parameters derived from user input and local configuration.
  • [PROMPT_INJECTION]: The skill ingests data from external URLs provided by the user to extract keyword themes, creating a risk for indirect prompt injection attacks where malicious instructions on the target webpage could influence the agent's behavior.
  • Ingestion points: The 'Seed keywords or topic' input field in SKILL.md allows for URL extraction.
  • Boundary markers: No delimiters or explicit instructions to ignore embedded commands are present in the processing flow.
  • Capability inventory: The skill has the ability to execute shell commands (Python scripts) and read/write files in the user's home directory (~/.claude-marketing/).
  • Sanitization: There is no mention of sanitization, validation, or filtering of the content retrieved from external URLs before it is processed by the agent.
Audit Metadata
Risk Level
SAFE
Analyzed
May 29, 2026, 05:41 AM
Security Audit — agent-trust-hub — keyword-research