autonomous-gate

What problem does it solve?

Autonomous agents require a reliable guardrail to prevent unsafe or irreversible actions when confidence is uncertain, ensuring safe progression or controlled stopping.

Core Features & Use Cases

• Confidence gate: threshold-based decision (0.95) to decide PROCEED, SELF_RESOLVE, STOP_WITH_ACK, or HARD_STOP.
• Self-resolution loop: handles uncertain actions up to a max rounds with guarded audit trails.
• Breach handling: immediate HARD_STOP on system or resource breaches for safety.
• Use Case: In autonomous spawns, Piper uses the gate to decide whether to spawn, re-evaluate, or halt.

Quick Start

Ask the gate to evaluate the next action and return a safe outcome before proceeding.