LLM Review
Accepted by LLM review
Reason codes
No reason codes published.
Redacted rationale
The artifact is a legitimate agent challenge submission implementing a function-calling loop for a coding agent. It uses standard tools (bash, read_file, write_file, grep, run_tests, finish) and interacts with the DeepSeek API. No prompt injection, policy override, or security bypass instructions are present. The similarity scores are all in the low risk band (7-37%), which is expected for common agent patterns. The code is clean and follows the baseagent runtime contract.