trendwatch
Warn
Audited by Gen Agent Trust Hub on Jul 3, 2026
Risk Level: MEDIUMCOMMAND_EXECUTIONEXTERNAL_DOWNLOADSDATA_EXFILTRATIONPROMPT_INJECTION
Full Analysis
- [COMMAND_EXECUTION]: The skill provides Python code snippets for data collection and instructs the agent to execute them using libraries like
TikTokApiandinstaloader(Step 4). It also utilizes command-line tools likeyt-dlpfor metadata extraction. - [EXTERNAL_DOWNLOADS]: The instructions require installing several third-party libraries from public registries, including
TikTokApi,instaloader, andplaywright, which are necessary for the scraping functionality. - [DATA_EXFILTRATION]: The skill's bootstrap process involves a broad search and read of local files, including
CLAUDE.md,MEMORY.md, and the broader codebase and analytics events, to automatically discover product details and context (Step 2). - [PROMPT_INJECTION]: The skill is susceptible to indirect prompt injection because it ingests and processes untrusted external data from social media comments and video descriptions to perform its analysis (Step 4 and 5).
- Ingestion points: Social media video descriptions and user comments (SKILL.md Step 4).
- Boundary markers: None identified; the skill directly analyzes the ingested text strings.
- Capability inventory: Execution of Python scripts, file writing for state management, and network operations for scraping.
- Sanitization: No sanitization or filtering of the external social media content is documented before processing.
Audit Metadata