edge-candidate-agent

No clear evidence of covert malware (no network exfiltration, credential theft, or persistence) appears in the visible logic. The dominant security risk is the presence of a user-configurable external command execution hook (--llm-ideas-cmd) implemented via subprocess.run without sandboxing/allowlisting; this enables arbitrary code execution if the command/executable is attacker-controlled, and the command’s untrusted output directly influences generated YAML tickets and reports. Absent that hook, the remaining behavior is primarily deterministic data processing and artifact generation.