skills/azhi-ss/ljg-skills/ljg-paper/Gen Agent Trust Hub

ljg-paper

Pass

Audited by Gen Agent Trust Hub on May 12, 2026

Risk Level: SAFE
Full Analysis
  • [DATA_EXPOSURE]: The skill is designed to manage academic notes within the user's ~/Documents/notes/ directory. It reads from and writes to this specific path and accesses a local style guide at ~/.claude/PAI/USER/AI_WRITING_PATTERNS.md. These operations are transparent and aligned with the skill's purpose as a personal note-taking assistant.
  • [EXTERNAL_DOWNLOADS]: The skill retrieves academic content from external URLs and Arxiv using the WebFetch and WebSearch tools. This behavior is necessary for extracting data from research papers as requested by the user.
  • [PROMPT_INJECTION]: The skill processes external data (research papers) which creates an inherent surface for indirect prompt injection. However, the skill specifies a very rigid output structure (Org-mode template) and narrow extraction goals (Problem, Translation, Concepts, etc.), which naturally constrains the agent's behavior when processing untrusted input.
Audit Metadata
Risk Level
SAFE
Analyzed
May 12, 2026, 07:12 PM