trend-to-content

Warn

Audited by Gen Agent Trust Hub on Apr 10, 2026

Risk Level: MEDIUMCREDENTIALS_UNSAFEDATA_EXFILTRATIONPROMPT_INJECTION
Full Analysis
  • [CREDENTIALS_UNSAFE]: The skill contains instructions for the agent to read and extract sensitive API keys directly from the user's shell configuration file (~/.zshrc).
  • Evidence: SKILL.md and references/trend-research.md include bash commands like grep 'VIRLO_API_KEY' ~/.zshrc | grep -o '"[^"]*"' | tr -d '"' to programmatically harvest credentials.
  • [DATA_EXFILTRATION]: The skill performs network operations to external APIs (api.virlo.ai and api.elevenlabs.io) using credentials extracted from the local system.
  • Evidence: Multiple curl commands in references/trend-research.md and references/video-patterns.md send request data and tokens to these external endpoints.
  • [PROMPT_INJECTION]: The skill is vulnerable to Indirect Prompt Injection because it ingests untrusted data from external sources (Virlo API and WebSearch) and uses it to generate content.
  • Ingestion points: api.virlo.ai/trends/digest and generic WebSearch queries for trending topics in references/trend-research.md.
  • Boundary markers: None identified. There are no instructions for the agent to ignore or delimit potentially malicious instructions embedded in the retrieved trend data.
  • Capability inventory: The skill uses curl for network access, grep for file reading, and generates various file types (PSEO pages, video scripts, social posts).
  • Sanitization: No sanitization or validation of the ingested trend data is mentioned before it is interpolated into content generation prompts.
Audit Metadata
Risk Level
MEDIUM
Analyzed
Apr 10, 2026, 08:11 PM