academic-paper-strategist
Pass
Audited by Gen Agent Trust Hub on Mar 22, 2026
Risk Level: SAFE
Full Analysis
- [SAFE]: The skill establishes clear safety constraints for content generation, mandating that all thesis claims must be grounded in repository evidence (SQL, code, config) and explicitly forbids the fabrication of features or metrics.
- [SAFE]: Instructions for handling user-provided detection reports and drafts prioritize structural rewrites and data integrity, treating external inputs as untrusted and requiring verification against the codebase.
- [SAFE]: Technical analysis of
evaluate_samples.pyandgap_analysis.pyshows they are purely local processing scripts for calculating relevance scores and validating research gaps. They contain no network calls, obfuscation, or sensitive data access. - [SAFE]: The specified workflow for external tools like Playwright and Draw.io is limited to the legitimate creation of system evidence (screenshots) and engineering diagrams within the scope of academic preparation.
Audit Metadata