ai-wiki
Pass
Audited by Gen Agent Trust Hub on Aug 21, 2026
Risk Level: SAFEPROMPT_INJECTIONEXTERNAL_DOWNLOADSCOMMAND_EXECUTION
Full Analysis
- [INDIRECT_PROMPT_INJECTION]: The skill is designed to ingest, process, and summarize external research papers (from PDFs or arXiv) and web content. This functionality creates an attack surface where a malicious document could contain instructions intended to override the agent's behavioral guidelines.
- Ingestion points: Untrusted data enters the agent context through PDF text extraction and web scraping via tools like
paper-figuresandclaude-defuddle. - Boundary markers: The skill implements mitigations by enforcing a strict section-by-section template (S1-S10) and requiring specific, separate blocks for source provenance (e.g., 'User-supplied', 'From bibliography', and 'Search hits').
- Capability inventory: The skill has the capability to read and write files within the local vault, invoke external search/fetch tools, and execute file system commands.
- Sanitization: The workflow focuses on summarization and synthesis into markdown templates, and it explicitly instructs the agent to report gaps rather than fabricating content.
- [COMMAND_EXECUTION]: The skill utilizes the
rg(ripgrep) command-line utility as a fallback mechanism for searching files within the vault's directory structure. - [EXTERNAL_DOWNLOADS]: The skill references and relies on external capabilities and plugins (
paper-search,claude-defuddle,paper-figures) to locate and fetch content from research repositories such as arXiv and various web URLs.
Audit Metadata