fhe-application-design
Pass
Audited by Gen Agent Trust Hub on Jul 17, 2026
Risk Level: SAFEEXTERNAL_DOWNLOADSCOMMAND_EXECUTION
Full Analysis
- [EXTERNAL_DOWNLOADS]: Fetches a prebuilt development container from the author's official GitHub Container Registry (ghcr.io/niobiuminc/fhe-dev). This image contains the OpenFHE toolchain and a Python ML stack required for the skill's functionality.
- [EXTERNAL_DOWNLOADS]: The included Dockerfile clones the OpenFHE library from its official GitHub repository and installs standard Python packages (numpy, scipy, scikit-learn, torch) via pip.
- [COMMAND_EXECUTION]: Instructs the agent to perform Docker operations on the host machine, including 'docker pull' and 'docker run'.
- [COMMAND_EXECUTION]: Employs Docker volume mounting ('-v "$PWD":/work') to enable the development container to compile source code and write outputs directly into the user's project directory.
- [SAFE]: The skill emphasizes security best practices, such as enforcing strict trust boundaries between client and server components and using multi-program architectures to prevent accidental secret key exposure.
Audit Metadata