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ai-engineer

Integrate Claude via the Anthropic SDK into Supabase and Expo/Next.js applications.

1|Updated Mar 13, 2026
Search Tags:#rag#claude#prompt-engineering#vector-search#edge-functions#ai-engineering#anthropic-sdk
One-click install
npx skills add https://github.com/coreymaypray/sloth-skill-tree --skill ai-engineer-coreymaypray
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ai-engineer
Source: https://github.com/coreymaypray/sloth-skill-tree/tree/main/plugins/maycrest-automate/skills/ai-engineer
Command: npx skills add https://github.com/coreymaypray/sloth-skill-tree --skill ai-engineer-coreymaypray

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Production-grade AI feature engineering for Claude via the Anthropic SDK, enabling reliable integration into Supabase backends and Expo/Next.js frontends.

Core Features & Use Cases

  • Claude integration and SDK setup with secure key management and robust error handling.
  • Streaming Claude responses to client applications and support for tool-use pipelines.
  • RAG pipelines with vector search using pgvector for semantic retrieval and intelligent routing.

Quick Start

Initialize the Anthropic SDK in your backend Edge Function and trigger Claude to perform a basic chat or task flow.

Frequently Asked Questions about ai-engineer

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I integrate Claude into Supabase Edge Functions for AI features?▼

To integrate Claude into Supabase Edge Functions, initialize the Anthropic SDK within your backend function to enable reliable AI chat and task flows with secure key management and robust error handling.

What is the best way to stream Claude responses to Expo and Next.js frontends?▼

Streaming Claude responses to Expo and Next.js frontends is handled by applying the Anthropic SDK across your client applications to deliver real-time streaming and support tool-use pipelines.

How do I build a RAG pipeline with vector search using pgvector?▼

Build a RAG pipeline with vector search using pgvector by applying semantic retrieval and intelligent routing, enabling your Supabase backend to fetch and process context for Claude.

Can I use the Anthropic SDK for production-grade AI with usage metering and cost control?▼

Yes, you can use the Anthropic SDK for production-grade AI features by implementing production-grade prompts, comprehensive error handling, and usage metering to ensure safe operation and cost control.

Does Claude tool use work with Next.js and Supabase backends?▼

Claude tool use works with Next.js and Supabase backends by leveraging the Anthropic SDK to support tool-use pipelines, delivering functional AI interactions across your application stack.

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