Skill_Seekers

The server uses `subprocess.run` and `subprocess.Popen` extensively to execute CLI tools. While arguments are constructed using `sys.executable` and `Path` objects, reducing direct shell injection risks, this still relies on the security of the invoked CLI tools and careful argument sanitization. The system processes untrusted external content (web pages, GitHub repositories, PDF files), which inherently carries risks such as resource exhaustion, parsing errors, or specific data-level attack vectors, though no direct code execution from scraped content is apparent in the core logic. API keys (ANTHROPIC_API_KEY, GITHUB_TOKEN) are correctly handled via environment variables or config, not hardcoded. The `CodeAnalyzer` uses regex for some languages which can be less robust than full parsers. Overall, it follows good security practices for its stated purpose but the inherent risks of processing external data and relying on external subprocesses remain.