Does this skill provide actual code or just conceptual diagrams?

It provides both architecture diagrams and concrete implementation code, including TypeScript services, SQL schemas, and Kubernetes deployment YAMLs.

What architectural patterns are included in this skill?

The skill provides three patterns: Simple (best for MVPs), Cached (cost-optimized for medium scale), and Enterprise (high-availability and multi-tenant).

Can this be used for background data processing?

Yes, it includes a dedicated Worker Pool pattern using BullMQ for handling long-running tasks like profile enrichment from the Juicebox API.

Which database technologies are supported in the reference architecture?

The reference architecture specifically includes implementation details for PostgreSQL for profile storage and Redis for high-performance caching.

Juicebox Reference Architecture

Name: Juicebox Reference Architecture
Author: Brmbobo

byBrmbobo

API Development

Deploys enterprise-grade architectural patterns and implementation blueprints for Juicebox-powered recruiting and people search applications.

About

This skill provides a standardized framework for building robust, scalable applications on top of the Juicebox API. It offers three distinct architectural patterns ranging from simple MVPs to complex enterprise environments, including pre-configured TypeScript service layers, caching strategies with Redis, background worker pools for data enrichment, and optimized PostgreSQL schemas. Developers can use this skill to quickly scaffold production-ready backends that handle high-concurrency people searches while maintaining cost-efficiency and performance through intelligent caching and queue management.

Key Features

Scalable worker pool logic for background data enrichment
Multi-tier architectural patterns (Simple, Cached, and Enterprise)
Optimized PostgreSQL schemas for talent profile management
Kubernetes deployment manifests for high-availability setups
Production-ready TypeScript service layer implementation
0 GitHub stars

Use Cases

Implementing efficient profile caching and enrichment workflows
Designing the backend architecture for a talent acquisition SaaS platform
Scaling a Juicebox integration to handle enterprise-level traffic and multi-tenancy

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add brmbobo/web2podcast juicebox-reference-architecture

For use in Claude.ai and ChatGPT

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