ai-app-architecture
CommunityScale LLM apps with production-grade architecture and guardrails.
Authorhung-phan
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill addresses the challenges of scaling LLM applications from proof of concept to production, providing robust architecture, security, and performance enhancements.
Core Features & Use Cases
- Production-Grade Architecture: Offers a layered architecture to address specific failure modes and enhance reliability.
- Security and Compliance: Implements guardrails for input validation, output filtering, and PII protection.
- Caching and Performance: Integrates caching mechanisms to improve response times and reduce costs.
- Observability and Feedback: Facilitates monitoring and user feedback collection for continuous improvement.
- Use Case: Ideal for teams looking to transition from a POC to a production-ready LLM application, with a focus on security, reliability, and scalability.
Quick Start
Use the ai-app-architecture skill to analyze your LLM application's architecture and identify areas for improvement.
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferencesassets
💻 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-app-architecture Download link: https://github.com/hung-phan/ml-skills/archive/main.zip#ai-app-architecture Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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