LLM Review
Accepted by LLM review
Reason codes
No reason codes published.
Redacted rationale
The submission is a clean, well-structured Python agent implementation for a terminal-based benchmark. It uses the DeepSeek API with standard httpx calls, implements a two-tool loop (bash + done) with retry logic, and includes sensible defaults for history trimming and output truncation. The SYSTEM prompt is a standard task description for the agent's operational mode and does not contain any prompt injection attempts to override reviewer instructions, bypass evaluation policy, or exfiltrate [REDACTED_SECRET] All similarity scores are in the low risk band (highest 37.49%) with no AST hash matches, indicating no significant copying concerns. No security policy flags are triggered.