librarian

Pass

Audited by Gen Agent Trust Hub on Mar 15, 2026

Risk Level: SAFEPROMPT_INJECTIONCOMMAND_EXECUTION
Full Analysis
  • [PROMPT_INJECTION]: The skill is inherently vulnerable to indirect prompt injection due to its core function of processing untrusted external data.
  • Ingestion points: It ingests data from public GitHub repositories (via fetch_content), web search results (via web_search), and community-contributed issues and PRs (via gh CLI).
  • Boundary markers: No explicit boundary markers or instructions are provided to help the agent distinguish between its system instructions and potential instructions embedded in the external code or documents it analyzes.
  • Capability inventory: The skill utilizes bash for searching and inspecting files, read for viewing file content, and gh for interacting with the GitHub API.
  • Sanitization: The skill does not implement sanitization or validation of external content before it is processed by the LLM or used to formulate subsequent tool calls.
  • [COMMAND_EXECUTION]: The skill relies on the bash tool to perform repository-level searches and git operations (e.g., grep, find, git blame). While these are standard research tools, the use of a general-purpose shell for processing untrusted repository data presents an exploitable surface if the agent is misled by malicious content within those repositories.
Audit Metadata
Risk Level
SAFE
Analyzed
Mar 15, 2026, 01:02 AM