implement-paper
Pass
Audited by Gen Agent Trust Hub on Sep 15, 2026
Risk Level: SAFEEXTERNAL_DOWNLOADSINDIRECT_PROMPT_INJECTIONDYNAMIC_EXECUTION
Full Analysis
- [EXTERNAL_DOWNLOADS]: The skill fetches research paper content and AI-generated overviews from the AlphaXiv service (alphaxiv.org) using curl commands as defined in
references/fetching-papers.md. - [INDIRECT_PROMPT_INJECTION]: The skill ingests untrusted data from external research papers which is then used to guide the generation of executable notebooks and widgets.
- Ingestion points: External paper content is retrieved via curl from alphaxiv.org in
references/fetching-papers.md. - Boundary markers: The instructions do not define specific delimiters or "ignore instructions" markers to prevent the agent from being influenced by malicious text embedded within the research papers.
- Capability inventory: The agent is authorized to generate marimo notebooks (Python), anywidget components (JavaScript), and execute network commands (curl).
- Sanitization: There is no explicit sanitization or validation of the fetched markdown content before it is interpolated into the agent's context for code generation.
- [DYNAMIC_EXECUTION]: The skill generates JavaScript for anywidget components and Python code for marimo notebooks based on external input. While the instructions in
references/anywidget.mdprovide a safety baseline by prohibiting access to files outside the project (such as~/.sshor.env), the generation of executable scripts from untrusted data is an inherent risk vector.
Audit Metadata