prompt-engineering-patterns
Pass
Audited by Gen Agent Trust Hub on Feb 17, 2026
Risk Level: SAFEPROMPT_INJECTION
Full Analysis
- Prompt Injection (LOW): The
scripts/optimize-prompt.pyscript exhibits a surface for indirect prompt injection (Category 8).\n - Ingestion points:
test_case.inputin theevaluate_promptmethod withinscripts/optimize-prompt.py.\n - Boundary markers: Absent; the script uses Python string
.format()which does not delimit untrusted content.\n - Capability inventory: The script executes prompts via an LLM client's completion method.\n
- Sanitization: Absent; there is no escaping or filtering of external input before it is used in prompt construction.\n- Data Exposure & Exfiltration (SAFE): No unauthorized file access or network communication was detected. The script writes results locally to a JSON file.\n- Unverifiable Dependencies & Remote Code Execution (SAFE): No remote code execution or suspicious external downloads. Standard libraries and trusted packages like
numpyare used.\n- Command Execution (SAFE): No dangerous shell commands or dynamic code execution functions likeeval()are present.
Audit Metadata