empirical-paper-writer
Pass
Audited by Gen Agent Trust Hub on May 8, 2026
Risk Level: SAFE
Full Analysis
- [COMMAND_EXECUTION]: The management scripts
bootstrap_ieee_empirical_paper.pyandcreate_empirical_plan.pyutilizesubprocess.runto orchestrate internal project tasks such as generating planning artifacts and literature notes. These executions are constrained to the local environment and target scripts within the skill's own directory structure using the current Python interpreter. - [EXTERNAL_DOWNLOADS]: The skill scaffolds a development environment for the user, including a
requirements.txtfile and README instructions that suggest standard library installations (e.g., PyTorch, NumPy). It does not perform any automated external downloads or remote script executions within the agent session. - [DATA_EXPOSURE]: Analysis of the scripts and instructions confirms that the skill only interacts with project-specific files such as LaTeX sources, BibTeX bibliographies, and CSV design matrices. There are no patterns suggesting access to sensitive system files or credentials.
- [SAFE]: The skill's behavior is entirely consistent with its stated purpose of assisting in academic paper writing and experiment organization. It follows best practices by using safe YAML loading and providing explicit placeholders for unverified research results.
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