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 TikTokApi and instaloader (Step 4). It also utilizes command-line tools like yt-dlp for metadata extraction.
  • [EXTERNAL_DOWNLOADS]: The instructions require installing several third-party libraries from public registries, including TikTokApi, instaloader, and playwright, 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
Risk Level
MEDIUM
Analyzed
Jul 3, 2026, 10:23 AM