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.mdandreferences/trend-research.mdinclude bash commands likegrep 'VIRLO_API_KEY' ~/.zshrc | grep -o '"[^"]*"' | tr -d '"'to programmatically harvest credentials. - [DATA_EXFILTRATION]: The skill performs network operations to external APIs (
api.virlo.aiandapi.elevenlabs.io) using credentials extracted from the local system. - Evidence: Multiple
curlcommands inreferences/trend-research.mdandreferences/video-patterns.mdsend 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/digestand generic WebSearch queries for trending topics inreferences/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
curlfor network access,grepfor 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