personal-ai-employee-hackathon

The project emphasizes local-first operation and includes robust path validation (`_is_path_in_vault`) to prevent directory traversal attacks, ensuring all file operations remain within the configured vault directory. Content displayed in the terminal is sanitized by Textual's built-in ANSI escaping. The `orchestrator.py` component invokes an external `claude` binary with `--dangerously-skip-permissions`, which shifts trust to the security and hardening of the `claude` binary itself; potential vulnerabilities in this external dependency could pose a risk, but the orchestrator's prompt construction for `claude` appears to avoid direct command injection from arbitrary user input. No obvious hardcoded sensitive secrets or unhandled network risks (beyond legitimate Gmail API interaction) were identified within the provided source.