ai-architecture
CommunityDesign robust AI systems.
Authordoanchienthangdev
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill addresses the complexities of designing, scaling, and deploying production-ready AI applications by providing guidance on architectural patterns, model routing, and observability.
Core Features & Use Cases
- Reference Architecture: Outlines a layered approach for AI applications (Client, Gateway, Orchestration, Model, Data).
- Model Routing: Implements logic to select the most appropriate AI model based on query complexity and cost constraints.
- Context Enhancement: Details strategies for retrieving, reranking, and compressing relevant information to enrich AI prompts.
- Observability: Integrates with tracing and metrics systems (OpenTelemetry, Prometheus) for monitoring AI service performance.
- Use Case: When building a new AI-powered feature, use this Skill to understand best practices for structuring the application, managing model costs, and ensuring reliable performance.
Quick Start
Use the ai-architecture skill to generate a reference architecture diagram for an AI application.
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: ai-architecture Download link: https://github.com/doanchienthangdev/omgkit/archive/main.zip#ai-architecture Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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