research-summarizer

Pass

Audited by Gen Agent Trust Hub on Sep 16, 2026

Risk Level: SAFEINDIRECT_PROMPT_INJECTIONCOMMAND_EXECUTION
Full Analysis
  • [INDIRECT_PROMPT_INJECTION]: The skill is designed to process untrusted external content such as academic papers, web articles, and reports. This creates a surface where malicious instructions could theoretically be embedded in the source documents to influence the agent's summary or analysis.
  • Ingestion points: User-provided documents (papers, articles, reports) processed in Workflows 1, 2, and 3 as defined in SKILL.md.
  • Boundary markers: The skill uses structured templates (IMRAD, claim-evidence-implication), which provide some structure, but it lacks explicit instructions for the agent to ignore hidden commands within the source text.
  • Capability inventory: The skill can execute local Python scripts (scripts/extract_citations.py, scripts/format_summary.py) and perform file read operations on user-specified paths.
  • Sanitization: No explicit sanitization or filtering for prompt injection patterns is present in the provided Python scripts.
  • [COMMAND_EXECUTION]: The skill relies on executing local Python scripts to handle formatting and extraction tasks.
  • Evidence: SKILL.md contains instructions for the agent to run python3 scripts/format_summary.py and python3 scripts/extract_citations.py to automate the workflow.
Audit Metadata
Risk Level
SAFE
Analyzed
Sep 16, 2026, 04:30 AM
Security Audit — agent-trust-hub — research-summarizer