creative-brief-selector

Pass

Audited by Gen Agent Trust Hub on Jun 12, 2026

Risk Level: SAFEEXTERNAL_DOWNLOADSPROMPT_INJECTIONDATA_EXFILTRATION
Full Analysis
  • [EXTERNAL_DOWNLOADS]: Step 3 of the process in "references/01-process.md" instructs the agent to search the web and visit "discovered live references" to augment the local reference bank. This capability involves making network requests to arbitrary, unvetted domains.
  • [PROMPT_INJECTION]: The skill is susceptible to Indirect Prompt Injection. It ingests data from external websites to define brand attributes such as palette, typography, and voice (Step 4 of "references/01-process.md"). Malicious instructions on a visited site could manipulate the resulting brief or influence the agent's behavior.
  • Ingestion points: "references/01-process.md" Step 3 describes searching the live web and visiting external URLs.
  • Boundary markers: No instructions are provided to the agent to treat external content as untrusted or to ignore embedded instructions.
  • Capability inventory: The agent has file-writing capabilities and is instructed to commit discovered references back to its local knowledge base ("reference-bank/"), creating a vector for persistent injection.
  • Sanitization: No validation or sanitization is performed on the content retrieved from discovered URLs.
  • [DATA_EXFILTRATION]: The automated browsing of arbitrary URLs, driven by untrusted search results, creates a potential channel for the exfiltration of sensitive context if the agent's tool-use is compromised via malicious site content.
Audit Metadata
Risk Level
SAFE
Analyzed
Jun 12, 2026, 11:40 PM
Security Audit — agent-trust-hub — creative-brief-selector