presenting-conference-talks

Pass

Audited by Gen Agent Trust Hub on Sep 9, 2026

Risk Level: SAFEINDIRECT_PROMPT_INJECTIONDYNAMIC_EXECUTION
Full Analysis
  • [INDIRECT_PROMPT_INJECTION]: The skill ingests untrusted data from research papers to generate presentation content, which could lead the agent to follow malicious instructions hidden within the document text.
  • Ingestion points: Research paper files (PDF or LaTeX source) as defined in the Workflow section of SKILL.md.
  • Boundary markers: Absent. No delimiters or instructions are provided to the agent to treat paper content strictly as data and ignore any embedded commands.
  • Capability inventory: The skill instructs the agent to execute shell commands (latexmk, python3) and write files (slides.tex, talk.pptx).
  • Sanitization: Absent. There is no evidence of validation or filtering of the content extracted from the papers before it is used in slide generation.
  • [DYNAMIC_EXECUTION]: The workflow requires the agent to generate a Python script from a template and subsequently execute it to produce the final PPTX output.
  • Evidence: Step 4 of the workflow in SKILL.md explicitly calls for running python3 generate_slides.py.
  • Context: The script generation is based on a transparent template in references/slide-templates.md and uses the well-known python-pptx library for standard document creation tasks.
Audit Metadata
Risk Level
SAFE
Analyzed
Sep 9, 2026, 07:07 PM
Security Audit — agent-trust-hub — presenting-conference-talks