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.pyinvokes thesecurityutility 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 viascripts/tikhub_request.py. - Boundary markers: Instructions in
SKILL.mdandreferences/output-schema.mdspecify 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.pyscript includes a dedicatedredact_payloadfunction that recursively filters sensitive keys likeapi_key,token, andauthorizationfrom all displayed outputs and logs.
Audit Metadata