marketing-loops
Pass
Audited by Gen Agent Trust Hub on Aug 24, 2026
Risk Level: SAFEPROMPT_INJECTION
Full Analysis
- [PROMPT_INJECTION]: The skill possesses an indirect prompt injection attack surface because several of its core 'loops' are designed to ingest untrusted data from external sources.
- Ingestion points: As detailed in
references/loop-catalog.md, the agent is instructed to scan external platforms including news sites, Reddit, X (Twitter), and community forums (Slack, Discord) for marketing opportunities and social listening. - Boundary markers: The skill does not define specific text delimiters for external data but addresses this risk by mandating a human-in-the-loop requirement for all Tier-2 (gated) actions, such as sending emails or posting to social media.
- Capability inventory: The agent can draft social media replies, prepare PR pitches, and generate email content based on external inputs, which creates a path for indirect influence on agent output.
- Sanitization: The
references/loop-guardrails.mdfile provides comprehensive guidelines for PII handling and compliance (GDPR/CAN-SPAM) but does not include technical sanitization methods to filter potential instructions embedded in the ingested data.
Audit Metadata