title-and-abstract-optimizer

Pass

Audited by Gen Agent Trust Hub on May 20, 2026

Risk Level: SAFE
Full Analysis
  • [SAFE]: The skill operates exclusively as a text-processing assistant for manuscript optimization. No malicious patterns, obfuscation, or unauthorized data access were detected in the instructions or reference files.
  • [DATA_EXPOSURE]: There are no patterns indicating access to sensitive system files, environment variables, or credentials. All operations are confined to the text provided in the user prompt.
  • [REMOTE_CODE_EXECUTION]: The skill does not attempt to download or execute external scripts, binaries, or packages. It relies entirely on built-in logic and markdown-based reference rules.
  • [INDIRECT_PROMPT_INJECTION]: The skill processes user-supplied manuscript drafts, which constitutes an ingestion surface for untrusted data.
  • Ingestion points: User-provided draft titles, abstracts, and study summaries.
  • Boundary markers: The skill does not employ explicit delimiters or boundary markers to isolate user input.
  • Capability inventory: The skill has no capabilities or tools assigned in its frontmatter (e.g., no filesystem access, network operations, or shell execution).
  • Sanitization: No sanitization of user-provided text is performed.
  • Assessment: Although it lacks boundary markers, the absence of exploitable tools or external capabilities renders the risk of indirect prompt injection negligible.
Audit Metadata
Risk Level
SAFE
Analyzed
May 20, 2026, 01:51 AM
Security Audit — agent-trust-hub — title-and-abstract-optimizer