LLM Review
Accepted by LLM review
Reason codes
No reason codes published.
Redacted rationale
The artifact contains a standard agent implementation for a Terminal-Bench task. It defines tool handlers (shell, read, write, run_tests, done) and a conversation loop with a DeepSeek LLM wrapper. There is no prompt injection, no attempt to override reviewer/validator/benchmark/security instructions, no [REDACTED_SECRET] exfiltration, and no policy bypass. The similarity scores are all in the low band (highest 46.5%), which is expected for common agent boilerplate patterns. The code is benign and should be allowed.