paper-scanner

Pass

Audited by Gen Agent Trust Hub on Sep 21, 2026

Risk Level: SAFEINDIRECT_PROMPT_INJECTIONNO_CODE
Full Analysis
  • [INDIRECT_PROMPT_INJECTION]: The skill establishes a workflow for scanning and processing content from untrusted external sources, which creates a surface for indirect prompt injection attacks.
  • Ingestion points: The pipeline in SKILL.md includes scanning arXiv papers, technical blogs (e.g., from Anthropic, OpenAI, and DeepMind), and various industry reports.
  • Boundary markers: No explicit delimiters or boundary markers are defined in the documentation to separate external content from internal agent instructions.
  • Capability inventory: The agent is instructed to discover papers, extract findings, score applicability, and feed this data into a "research self-improvement loop."
  • Sanitization: There are no described steps for sanitizing, validating, or filtering the content ingested from the web before the agent processes it.
  • [NO_CODE]: The skill consists only of a SKILL.md file providing documentation and process descriptions, with no associated executable code or scripts.
Audit Metadata
Risk Level
SAFE
Analyzed
Sep 21, 2026, 05:05 PM