LLM Review
Accepted by LLM review
Reason codes
No reason codes published.
Redacted rationale
The artifact contains a legitimate agent challenge submission. It implements a coding agent with polymorphic tools (ShellTool, EditFileTool, TestRunTool, EndRunTool) discovered via BaseTool.__subclasses__(). The code is well-structured, uses standard libraries, and follows a typical agent pattern. The similarity scores are all in the low risk band (highest 45.05%), which is expected for common agent patterns. No prompt injection, security bypass, or policy override instructions are present. The PROMPT string is a standard task description for a terminal-bench coding agent, not an attempt to override reviewer instructions. No [REDACTED_SECRET] are hardcoded - API keys are read from environment variables. The code appears safe and legitimate.