AI coding agents can execute any command on your system. One prompt injection and they delete files, steal credentials, or install malware — autonomously. ShieldPilot evaluates every command by 9 risk analyzers in <1ms. Dangerous ones are blocked before execution. 9 risk analyzers, 178+ injection patterns, 2,600+ tests, tamper-proof audit trail. Works as a Claude Code hook.