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
Bashfor 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, andGlobtools. - 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