academic-paper

Pass

Audited by Gen Agent Trust Hub on May 20, 2026

Risk Level: SAFECOMMAND_EXECUTIONPROMPT_INJECTION
Full Analysis
  • [SAFE]: The skill implements a comprehensive 'Knowledge Isolation' protocol in references/anti_leakage_protocol.md and a generator-evaluator contract gate in agents/draft_writer_agent.md. These features are designed to prevent hallucinated content and maintain strict adherence to user-provided research materials.
  • [COMMAND_EXECUTION]: The formatter_agent.md file contains instructions for executing document processing commands using Pandoc and LaTeX (e.g., pandoc, xelatex, tectonic). These are standard industry-standard tools for academic publishing and are used strictly for document conversion.
  • [PROMPT_INJECTION]: The skill includes an ingestion surface for materials from 'deep-research' in agents/intake_agent.md and agents/draft_writer_agent.md. It employs strict boundary markers (<phase4a_output>, etc.) and an Anti-Leakage Protocol to mitigate risks associated with untrusted data interpolation.
  • [SAFE]: Hidden metadata markers in agents/draft_writer_agent.md, such as <!--ref:slug--> and <!--anchor:kind:value-->, are used for internal citation tracking. The skill includes specific sanitization rules, such as URL-encoding and hyphen escaping, to ensure these markers do not interfere with the agent's instructions.
Audit Metadata
Risk Level
SAFE
Analyzed
May 20, 2026, 09:25 AM
Security Audit — agent-trust-hub — academic-paper