linkfox-amazon-ads-manager

Pass

Audited by Gen Agent Trust Hub on Aug 18, 2026

Risk Level: SAFECOMMAND_EXECUTIONDATA_EXFILTRATIONPROMPT_INJECTIONEXTERNAL_DOWNLOADSCREDENTIALS_UNSAFE
Full Analysis
  • [COMMAND_EXECUTION]: The helper script scripts/_common.py executes a local Python script scripts/check_auth_dependency.py using subprocess.run. This is used as a benign internal check to verify that a required dependency skill is installed in the current environment.
  • [DATA_EXFILTRATION]: The skill sends advertisement management data and user authentication tokens to vendor-owned domains, including tool-gateway.linkfox.com, api.linkfox.com, and agent-api.linkfox.com. These are legitimate endpoints necessary for the operation of the Linkfox service.
  • [INDIRECT_PROMPT_INJECTION]: The skill ingests data from external APIs (Amazon Ads via proxy), which represents an attack surface for indirect prompt injection.
  • Ingestion points: API responses containing advertisement metadata are handled in scripts/_common.py and printed to the agent's context.
  • Boundary markers: No explicit delimiters or instructions are implemented to prevent the agent from potentially obeying instructions embedded in ad fields.
  • Capability inventory: The skill can perform network operations, write to local files, and execute its own internal scripts.
  • Sanitization: The skill relies on standard JSON parsing; however, the content of the data fields is not specifically sanitized against malicious text-based instructions.
  • [EXTERNAL_DOWNLOADS]: The scripts/onboarding.py utility suggests that users install standard Python libraries (requests, qrcode, pillow) if they are missing. These are common dependencies, and the skill does not perform any automated or unverified downloads.
  • [CREDENTIALS_UNSAFE]: The skill accesses API keys from environment variables (LINKFOX_AGENT_API_KEY) for service authentication. It follows secure practices by instructing users to manage these secrets through their shell configuration rather than hardcoding them in the skill content.
Audit Metadata
Risk Level
SAFE
Analyzed
Aug 18, 2026, 04:29 PM
Security Audit — agent-trust-hub — linkfox-amazon-ads-manager