llm-intelligent-public-opinion-analytics
Warn
Audited by Gen Agent Trust Hub on Jun 12, 2026
Risk Level: MEDIUMCOMMAND_EXECUTIONREMOTE_CODE_EXECUTIONEXTERNAL_DOWNLOADSPROMPT_INJECTION
Full Analysis
- [COMMAND_EXECUTION]: The installation instructions require the use of
sudoto move and modify permissions for browser drivers (sudo mv chromedriver /usr/local/bin/,sudo chmod +x). This grants the setup process elevated privileges on the host system. - [REMOTE_CODE_EXECUTION]: The skill instructs the user to clone and execute an entire software project from an unverified GitHub repository (
github.com/hmmnxkl/LLM-Based-Intelligent-Public-Opinion-Analytics-Assistant.git). This involves running unknown scripts likeapp.pyandrun_spiders.pyas part of the core functionality. - [EXTERNAL_DOWNLOADS]: Project dependencies are downloaded from external sources using
pip install -r requirements.txt. The skill also points users to download and install executable drivers from external websites. - [PROMPT_INJECTION]: The skill exhibits a significant attack surface for indirect prompt injection. [Ingestion points]: Aggregates and processes real-time content, including user comments and news details, from over 15 social platforms (e.g., Weibo, Zhihu, Bilibili). [Boundary markers]: There are no explicit instructions or delimiters provided to help the agent distinguish between its system instructions and the untrusted external data being analyzed. [Capability inventory]: The system possesses capabilities for network exfiltration (via SMTP, WeChat Work webhooks, and Telegram bots) and local file writing (generating reports). [Sanitization]: There is no evidence of input validation or sanitization for the scraped data before it is processed by the LLM.
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