shengjiang-research

Pass

Audited by Gen Agent Trust Hub on Sep 7, 2026

Risk Level: SAFECOMMAND_EXECUTIONINDIRECT_PROMPT_INJECTION
Full Analysis
  • [COMMAND_EXECUTION]: The skill uses shell command execution to interact with the host system's credential manager.
  • Evidence: The script scripts/tikhub_request.py invokes the security utility on macOS to retrieve API keys from the Keychain. The command is executed using a structured list of arguments without a shell, minimizing injection risks.
  • [INDIRECT_PROMPT_INJECTION]: The skill processes untrusted social media content (posts, comments) which acts as a potential surface for indirect prompt injection.
  • Ingestion points: Social media data is ingested from TikHub API responses and stored in the social-research/raw/ directory via scripts/tikhub_request.py.
  • Boundary markers: Instructions in SKILL.md and references/output-schema.md specify clear separation between raw evidence and AI-generated analysis fields.
  • Capability inventory: The skill can make network requests to the TikHub API host and write results to the local file system.
  • Sanitization: The tikhub_request.py script includes a dedicated redact_payload function that recursively filters sensitive keys like api_key, token, and authorization from all displayed outputs and logs.
Audit Metadata
Risk Level
SAFE
Analyzed
Sep 7, 2026, 01:24 PM
Security Audit — agent-trust-hub — shengjiang-research