Does this skill support the latest 2025 AI models?

Yes, it includes configurations and implementation patterns for GPT-5.2, Claude 4.5 (Opus and Sonnet), and Gemini 2.5 Pro models.

Can I use MCP tools securely in production?

Yes, but dynamic MCP tools are risky. This skill recommends using 'mcp-to-ai-sdk' to generate static, version-controlled tool definitions for better security and stability.

How do I handle Reasoning Models like OpenAI o3?

The skill provides patterns for using OpenAI's reasoning models and middleware to automatically extract reasoning from tags like using language model middleware.

What is the biggest change in AI SDK v6?

The most significant change is the deprecation of generateObject and streamObject. Developers should now use the new Output API via generateText and Output.object() for typed responses.

How do I implement human-in-the-loop approvals?

You can use the needsApproval property within the tool definition to trigger dynamic checks based on input parameters, such as transaction amounts or destructive file operations.

AI SDK Core

Name: AI SDK Core
Author: brendadeeznuts1111

bybrendadeeznuts1111

API Development

Builds robust backend AI applications using the latest Vercel AI SDK v6 stable features and migration patterns.

About

AI SDK Core is a comprehensive toolkit and implementation guide for developers building backend AI services with the Vercel AI SDK (versions 5 and 6). It provides critical guidance on migrating to the new Output API, implementing secure Model Context Protocol (MCP) tools, and orchestrating advanced agentic workflows with human-in-the-loop approvals. Whether you are troubleshooting startup issues or integrating the latest 2025-2026 models from OpenAI, Anthropic, and Google, this skill ensures production-grade performance with optimized patterns for text generation, structured data, and multi-modal capabilities like speech synthesis and transcription.

Key Features

Troubleshooting guide for 15+ common AI SDK errors and startup issues
Human-in-the-loop (HITL) workflow implementation for tool execution approval
Advanced multi-modal capabilities including speech synthesis and transcription
Full support for Vercel AI SDK v6 Output API and migration from generateObject
0 GitHub stars
Secure MCP tool integration with static generation and risk mitigation

Use Cases

Implementing high-performance RAG systems using the latest reranking and embedding models
Migrating legacy AI SDK codebases to the stable v6 Output API and ToolLoopAgent patterns
Building secure AI agents with restricted tool execution and manual approval gates

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add brendadeeznuts1111/tier-1380-omega ai-sdk-core

For use in Claude.ai and ChatGPT

Download Skill

GitHub