auto-paper-improvement-loop

Pass

Audited by Gen Agent Trust Hub on May 14, 2026

Risk Level: SAFE
Full Analysis
  • [PROMPT_INJECTION]: No patterns of prompt injection, jailbreaking, or instructions to ignore safety guidelines were detected in the skill instructions.
  • [DATA_EXFILTRATION]: The skill focuses on local filesystem operations within the paper directory. There are no indications of unauthorized data transmission or access to sensitive credentials.
  • [COMMAND_EXECUTION]: The skill uses Bash for recompiling LaTeX source and managing state. These commands are localized to the project environment and align with the skill's purpose.
  • [INDIRECT_PROMPT_INJECTION]:
  • Ingestion points: The skill ingests untrusted content from LaTeX source files (.tex) during the review process.
  • Boundary markers: Security is enhanced by the 'Reviewer Independence Protocol,' which executes reviews in isolated, ephemeral sessions to prevent context contamination.
  • Capability inventory: The skill is limited to Read, Write, Edit, Bash, and Glob tools.
  • Sanitization: The 'edit-whitelist' provides a policy-based constraint on modifications, ensuring that potentially malicious instructions in reviews cannot affect frozen document components.
Audit Metadata
Risk Level
SAFE
Analyzed
May 14, 2026, 07:22 PM
Security Audit — agent-trust-hub — auto-paper-improvement-loop