circuit-breaker-pattern
Implement circuit breaker patterns for fault tolerance, automatic failure detection, and fallback mechanisms. Use when calling external services, handling cascading failures, or implementing resilience patterns.
What this skill does
# Circuit Breaker Pattern
## Table of Contents
- [Overview](#overview)
- [When to Use](#when-to-use)
- [Quick Start](#quick-start)
- [Reference Guides](#reference-guides)
- [Best Practices](#best-practices)
## Overview
Implement circuit breaker patterns to prevent cascading failures and provide graceful degradation when dependencies fail.
## When to Use
- External API calls
- Microservices communication
- Database connections
- Third-party service integrations
- Preventing cascading failures
- Implementing fallback mechanisms
- Rate limiting protection
- Timeout handling
## Quick Start
Minimal working example:
```typescript
enum CircuitState {
CLOSED = "CLOSED",
OPEN = "OPEN",
HALF_OPEN = "HALF_OPEN",
}
interface CircuitBreakerConfig {
failureThreshold: number;
successThreshold: number;
timeout: number;
resetTimeout: number;
}
interface CircuitBreakerStats {
failures: number;
successes: number;
consecutiveFailures: number;
consecutiveSuccesses: number;
lastFailureTime?: number;
}
class CircuitBreaker {
private state: CircuitState = CircuitState.CLOSED;
private stats: CircuitBreakerStats = {
failures: 0,
// ... (see reference guides for full implementation)
```
## Reference Guides
Detailed implementations in the `references/` directory:
| Guide | Contents |
|---|---|
| [TypeScript Circuit Breaker](references/typescript-circuit-breaker.md) | TypeScript Circuit Breaker |
| [Circuit Breaker with Monitoring](references/circuit-breaker-with-monitoring.md) | Circuit Breaker with Monitoring |
| [Opossum-Style Circuit Breaker (Node.js)](references/opossum-style-circuit-breaker-nodejs.md) | Opossum-Style Circuit Breaker (Node.js) |
| [Python Circuit Breaker](references/python-circuit-breaker.md) | Python Circuit Breaker |
| [Resilience4j-Style (Java)](references/resilience4j-style-java.md) | Resilience4j-Style (Java) |
## Best Practices
### ✅ DO
- Use appropriate thresholds for your use case
- Implement fallback mechanisms
- Monitor circuit breaker states
- Set reasonable timeouts
- Use exponential backoff
- Log state transitions
- Alert on frequent trips
- Test circuit breaker behavior
- Use per-dependency breakers
- Implement health checks
### ❌ DON'T
- Use same breaker for all dependencies
- Set unrealistic thresholds
- Skip fallback implementation
- Ignore open circuit breakers
- Use overly aggressive reset timeouts
- Forget to monitor
Related in General
modeling-omnistudio-epc-catalog
IncludedSalesforce Industries CME EPC product-modeling skill for Product2-based catalog creation. Use when creating EPC products, configuring product attributes, building offer bundles with Product Child Items, or reviewing EPC DataPack JSON metadata for product catalog changes. TRIGGER when: user creates or updates Product2 EPC records, AttributeAssignment payloads, AttributeMetadata/AttributeDefaultValues, Offer bundles, or ProductChildItem relationships. DO NOT TRIGGER when: designing OmniScripts/FlexCards/Integration Procedures (use building-omnistudio-omniscript, building-omnistudio-flexcard, or building-omnistudio-integration-procedure), implementing Apex business logic (use generating-apex), or troubleshooting deployment pipelines (use deploying-metadata).
relationship-science-coach
IncludedUse this skill for direct, practical adult relationship coaching: couples conflict, repair, trust, marriage, dating, flirting, attachment patterns, emotional connection, sex, desire differences, eroticism, kink negotiation, affection, love languages, breakups, and long-term passion. Draw on Gottman, EFT and Hold Me Tight, attachment science, modern sex research, Perel, Nagoski, Kerner, Schnarch, Love and Stosny, and flexible love-language tools. Be concrete and low-hedge. Redirect only for imminent danger, abuse, coercive control, minors, non-consent, self-harm, stalking, or medical/legal/psychiatric decisions.
building-sf-integrations
IncludedSalesforce integration architecture and runtime plumbing with 120-point scoring. Use this skill to set up Named Credentials, External Credentials, External Services, REST/SOAP callout patterns, Platform Events, and Change Data Capture. TRIGGER when: user sets up Named Credentials, External Services, REST/SOAP callouts, Platform Events, CDC, or touches .namedCredential-meta.xml files. DO NOT TRIGGER when: Connected App/OAuth config (use configuring-connected-apps), Apex-only logic (use generating-apex), or data import/export (use handling-sf-data).
venue-templates
IncludedAccess comprehensive LaTeX templates, formatting requirements, and submission guidelines for major scientific publication venues (Nature, Science, PLOS, IEEE, ACM), academic conferences (NeurIPS, ICML, CVPR, CHI), research posters, and grant proposals (NSF, NIH, DOE, DARPA). This skill should be used when preparing manuscripts for journal submission, conference papers, research posters, or grant proposals and need venue-specific formatting requirements and templates.
let-fate-decide
IncludedDraws the 12 Houses of the Zodiac Tarot spread to inject entropy into planning when prompts are vague, ambiguous, or casually delegated. Interprets the spread to guide next steps. Use when the user says 'let fate decide', 'YOLO', 'whatever', 'idk', or other nonchalant phrases, makes Yu-Gi-Oh references, or when you are about to arbitrarily pick between multiple reasonable approaches. Prefer over ask-questions-if-underspecified when the user's tone is casual or playful rather than precision-seeking.
net-ops
IncludedCross-platform network troubleshooting (Windows, macOS, Linux) via local or remote shell. Use for: DNS broken, can't resolve hostnames, nslookup/dig works but apps fail, NRPT, WFP, scutil, /etc/resolver, systemd-resolved, /etc/resolv.conf, NetworkManager, VPN DNS leak residue (ProtonVPN/Mullvad/WireGuard/AnyConnect), AV/firewall blocking DNS or DoH, Tailscale DNS interaction, intermittent connectivity, remote diagnostics over SSH.