What are the five layers of safety covered?

The framework addresses five critical layers: Resource Limits (Hard Stops), Circuit Breakers, Anomaly Detection, Business Logic Guards, and Human Oversight.

How does the kill switch work?

The framework provides a standardized class to pause or terminate operations manually or automatically when anomalies are detected, ensuring a graceful shutdown with cleanup.

Does it support cost management?

Yes, the resource limiter component includes patterns for implementing budget caps and action count limits to prevent runaway compute costs or API usage.

Can I use this for production AI agents?

Yes, it is specifically designed for production-grade systems where business-critical operations or resource management require strict human oversight and risk management.

What is the Safety Architecture Framework?

It is a set of design patterns and code implementations for Claude Code that establish safeguards like kill switches and circuit breakers for autonomous systems.

Safety Architecture Framework

Name: Safety Architecture Framework
Author: chaserbreitenbach

bychaserbreitenbach

0•

Seguridad y Pruebas

Implements robust safeguards for autonomous systems including kill switches, circuit breakers, and human-in-the-loop oversight.

The Safety Architecture Framework provides a defense-in-depth approach for designing and managing autonomous AI systems. It offers a structured methodology for implementing critical safety layers—from low-level resource limits and circuit breakers to high-level anomaly detection and mandatory human approval gates. By integrating patterns like global kill switches and resource isolation, this skill ensures that autonomous agents fail gracefully, maintain operational boundaries, and remain under human control, making it essential for production-grade AI applications and business-critical automations.

Características Principales

01Circuit breaker implementation to prevent cascading system failures

02Multi-layered defense-in-depth safety architecture

03Automated resource limiting for CPU, memory, and cost control

04Human-in-the-loop patterns for critical action authorization

05Standardized kill switch patterns with graceful shutdown and cleanup

060 GitHub stars

Casos de Uso

01Securing autonomous AI agents with access to financial or data tools

02Ensuring regulatory compliance for AI-driven production operations

03Implementing fail-safes for automated trading and scheduling systems

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add chaserbreitenbach/claude-skills-and-agents workflows

For use in Claude.ai and ChatGPT

Download Skill