How does it handle false positives?

It helps you calibrate 'minimumNumberOfCalls' and 'failureRateThreshold' parameters while identifying non-critical 4xx errors that should be ignored.

What frameworks does this skill support?

It primarily focuses on Resilience4j and Spring Boot configurations, but provides general patterns and logic applicable to most resilience libraries like Hystrix or Sentinel.

Can it help with slow database queries?

No, it is designed for downstream service dependencies. For database performance, you should look into SQL optimization or indexing tools.

Does it provide real-time monitoring?

It helps you configure the necessary metrics and alerting rules (such as Prometheus or Grafana) required to monitor circuit state changes effectively.

Circuit Breaker Tuner

Name: Circuit Breaker Tuner
Author: newkayak12

bynewkayak12

0•

API 开发

Configures and optimizes system resilience patterns like circuit breakers and bulkheads to prevent cascading service failures.

The Circuit Breaker Tuner is a specialized Claude Code skill designed to help developers build and maintain resilient microservices. It provides expert guidance on configuring Resilience4j, Spring Boot, and other resilience frameworks to handle slow or failing downstream services. By analyzing latency, failure rates, and recovery times, the skill recommends optimal thresholds, defines graceful fallback strategies, and configures bulkheads to prevent thread exhaustion, ensuring system stability even when dependencies are unstable.

主要功能

01State machine transition monitoring and alerting setup

02Bulkhead and concurrency limit configuration

030 GitHub stars

04Threshold tuning for failure rates and recovery timing

05Automated Resilience4j and Spring Boot configuration generation

06Graceful fallback strategy implementation patterns

使用场景

01Preventing a slow payment gateway from crashing an entire e-commerce site

02Tuning circuit breaker thresholds to eliminate false positive service disruptions

03Implementing graceful degradation via cached or default responses during outages

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add newkayak12/claude-skills circuit-breaker-tuner

For use in Claude.ai and ChatGPT

主要功能

01State machine transition monitoring and alerting setup

02Bulkhead and concurrency limit configuration

030 GitHub stars

04Threshold tuning for failure rates and recovery timing

05Automated Resilience4j and Spring Boot configuration generation

06Graceful fallback strategy implementation patterns

使用场景

01Preventing a slow payment gateway from crashing an entire e-commerce site

02Tuning circuit breaker thresholds to eliminate false positive service disruptions

03Implementing graceful degradation via cached or default responses during outages

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add newkayak12/claude-skills circuit-breaker-tuner

For use in Claude.ai and ChatGPT