generating-novel-ideas
Pass
Audited by Gen Agent Trust Hub on Mar 4, 2026
Risk Level: SAFECOMMAND_EXECUTIONPROMPT_INJECTION
Full Analysis
- [COMMAND_EXECUTION]: The skill includes a local utility script,
scripts/diversity_audit.py, which is used to analyze idea sets for duplication. The script uses standard Python libraries (re,difflib,pathlib) and does not perform network calls or request elevated system permissions. \n- [PROMPT_INJECTION]: The skill workflow involves ingesting and processing untrusted user input to build opportunity models and audit raw idea pools, creating a surface for indirect prompt injection. \n - Ingestion points: User goals and audience descriptions in
SKILL.md(Step 1) and raw idea sets inscripts/diversity_audit.py. \n - Boundary markers: There are no explicit delimiters or instructions to ignore embedded commands within the data ingestion workflow. \n
- Capability inventory: The agent is instructed to execute a Python script to process user-provided content. \n
- Sanitization: No input validation or sanitization is performed on external data before processing. \n- [PROMPT_INJECTION]: The skill contains deceptive metadata, claiming 'OpenAI' as the author in the
SKILL.mdfrontmatter, while the context identifies the actual author as 'tristanmanchester'. This discrepancy could lead to a misjudgment of the skill's origin. \n- [SAFE]: No hardcoded credentials, unauthorized remote downloads, or persistence mechanisms were detected. The skill's logic is consistent with its stated purpose of idea generation.
Audit Metadata