pennylane
Pass
Audited by Gen Agent Trust Hub on Oct 2, 2026
Risk Level: SAFEEXTERNAL_DOWNLOADSINDIRECT_PROMPT_INJECTIONDYNAMIC_EXECUTIONCOMMAND_EXECUTION
Full Analysis
- [EXTERNAL_DOWNLOADS]: The skill provides installation instructions for various Python packages (pennylane, pennylane-qiskit, pennylane-cirq, etc.) from official and established quantum computing service providers.
- [DYNAMIC_EXECUTION]: Uses the Catalyst framework for Just-In-Time (JIT) compilation through the
@qjitdecorator to optimize the execution speed of quantum circuits, which is a standard performance feature in the scientific domain. - [INDIRECT_PROMPT_INJECTION]: The skill contains instructions for the agent to fetch citation metadata from external URLs (arXiv) to ensure accurate referencing. This creates a data ingestion surface for external content.
- Ingestion points: Citation metadata fetched from
https://arxiv.org/abs/2609.00065via network tools. - Boundary markers: No specific delimiters or warnings for the fetched content are defined in the instructions.
- Capability inventory: The skill possesses
Read,Bash, andPythoncapabilities that could interact with the processed data. - Sanitization: No explicit sanitization or validation of the fetched metadata is performed before its use in the citation.
- [COMMAND_EXECUTION]: Includes
uv pip installcommands for environment setup and provides Python-based examples for running quantum simulations and optimization loops.
Audit Metadata