audit

Pass

Audited by Gen Agent Trust Hub on Apr 30, 2026

Risk Level: SAFECOMMAND_EXECUTION
Full Analysis
  • [COMMAND_EXECUTION]: The skill utilizes the Bash tool to execute a local utility script, scripts/audit-citations.py, to perform citation validation.
  • [COMMAND_EXECUTION]: The skill uses shell command substitution ($(grep ...)) to dynamically extract the citation style from CLAUDE.md and pass it as an argument to the Python script.
  • [DATA_EXPOSURE]: The skill reads content from the chapters/ directory and literature/reading_notes/ to identify inconsistencies. This access is restricted to the project workspace and aligns with the skill's stated purpose of auditing thesis drafts.
  • [INDIRECT_PROMPT_INJECTION]: The skill processes external, potentially untrusted data from thesis chapters and reading notes, which creates a surface for indirect prompt injection.
  • Ingestion points: Files located in the chapters/ and literature/reading_notes/ directories (SKILL.md).
  • Boundary markers: None identified; the agent reads and parses these files directly to extract quantitative claims and terminology.
  • Capability inventory: The skill has access to the Bash tool, allowing it to execute shell commands.
  • Sanitization: No sanitization or validation of the text extracted from chapters is described before the agent processes it or uses it in the audit report.
Audit Metadata
Risk Level
SAFE
Analyzed
Apr 30, 2026, 03:19 AM
Security Audit — agent-trust-hub — audit