LLM Review
Accepted by LLM review
Reason codes
No reason codes published.
Redacted rationale
The artifact is a legitimate agent challenge submission implementing a terminal-bench agent with six tools (bash, ls, cat, sed_edit, run_tests, done). It uses DeepSeek API for LLM inference and follows standard patterns. No prompt injection, policy override, or security bypass instructions are present. The similarity scores are all in the low risk band (highest 49.58%), which is expected for common agent patterns. The code is clean and does not attempt to exfiltrate [REDACTED_SECRET] or bypass evaluation.