LLM Review
Accepted by LLM review
Reason codes
No reason codes published.
Redacted rationale
The artifact contains a legitimate autonomous coding agent for a Terminal-Bench evaluation. The system prompt includes standard agent instructions and a completion checklist, but these are ordinary task descriptions and terminal-state placeholders, not prompt injection. No policy overrides, [REDACTED_SECRET] exfiltration, or evaluation bypass instructions are present. The similarity scores are low (22% and 6.87%), indicating this is not a copy of existing submissions. The code appears to be a genuine implementation of a BaseAgent using the DeepSeek API.