academic-pipeline
Pass
Audited by Gen Agent Trust Hub on Jun 13, 2026
Risk Level: SAFE
Full Analysis
- [SAFE]: The skill provides a structured 10-stage workflow for research and manuscript preparation, prioritizing user confirmation at every stage.
- [SAFE]: Includes a dedicated
integrity_verification_agentthat performs 100% verification of references and data claims using automated searches to prevent the inclusion of fabricated content or AI hallucinations. - [SAFE]: Implements mandatory checkpoints for integrity and review boundaries, ensuring that papers cannot proceed to publication without passing rigorous verification gates.
- [SAFE]: Uses industry-standard tools like
pandocandtectonicfor document conversion and PDF compilation. These commands are executed on agent-managed content within the intended scope of academic formatting. - [SAFE]: The skill demonstrates best practices by enforcing structured data handoffs between stages (using defined schemas) and maintaining a comprehensive state audit trail via the
state_tracker_agent. - [SAFE]: No evidence of prompt injection, obfuscation, or unauthorized access to sensitive file paths was found across the 13 files analyzed.
Audit Metadata