Agent Safety Monitor

Monitor AI agent behavior in real-time, detect anomalies, and enforce safety constraints.

Quick Start

Run the monitor against an agent log stream:

python3 scripts/monitor.py --config safety_rules.yaml --input agent_logs/

Architecture

Agent Actions → Event Stream → Rule Engine → Alerts → Dashboard
                                   ↓
                              Anomaly Detector
                                   ↓
                              Auto-Pause/Kill

Safety Rule Types

1. Rate limits: Max N actions per minute/hour
2. Action allowlists: Only permit specific tool calls
3. Content filters: Block PII exfiltration, harmful outputs
4. Budget caps: Stop when cost exceeds threshold
5. Scope limits: Restrict file/API/network access
6. Behavioral anomalies: Flag unusual patterns (tool call frequency spikes, repetitive loops)

Rule Configuration

See references/rules-reference.md for the YAML schema.

Alert Channels

• Console (default)
• Webhook (Slack, Discord)
• File log
• Dashboard (HTTP server)

Dashboard

Launch the monitoring dashboard:

python3 scripts/dashboard.py --port 8080