Does this skill support the latest 2025 and 2026 models?

Yes, it includes configuration patterns for GPT-5.2, Claude 4.5 Sonnet, and Gemini 2.5 Pro, ensuring your backend is optimized for the latest LLM capabilities.

What is the biggest change in Vercel AI SDK v6?

The core change is the deprecation of generateObject() and streamObject() in favor of the new Output API, which is now used directly within generateText() and streamText() for structured data.

How do I secure MCP tools for production use?

This skill recommends using static tool generation via 'mcp-to-ai-sdk' instead of dynamic loading, ensuring tool definitions are version-controlled and reviewed to prevent injection attacks.

Can I implement 'Human-in-the-Loop' workflows with this skill?

Absolutely. It provides patterns for the 'needsApproval' tool property, allowing you to pause execution for user confirmation on destructive or high-cost actions.

Vercel AI SDK Core

Name: Vercel AI SDK Core
Author: evolv3ai

byevolv3ai

0•

API Development

Implements and migrates backend AI logic using the Vercel AI SDK v6 Output API, multi-modal capabilities, and secure MCP tool patterns.

This skill provides production-ready guidance for building robust backend AI services with Vercel AI SDK v5 and v6. It focuses on the critical transition to the modern Output API while enabling advanced features like speech synthesis, transcription, and image generation. Developers can leverage this skill to implement sophisticated agentic workflows with ToolLoopAgent, manage human-in-the-loop approvals for sensitive tool calls, and integrate Model Context Protocol (MCP) tools securely. It includes specific patterns for the latest 2025-2026 model releases from OpenAI, Anthropic, and Google, alongside comprehensive troubleshooting for common streaming and worker issues.

Key Features

01Vercel AI SDK v6 Output API implementation for structured data

02Secure Model Context Protocol (MCP) tool integration with static generation

03Multi-modal AI support for speech, transcription, and image generation

040 GitHub stars

05Comprehensive migration guides for v4 to v6 and 15+ common error solutions

06Advanced agent patterns including ToolLoopAgent and human-in-the-loop approvals

Use Cases

01Building secure, agentic workflows with manual approval steps for sensitive operations

02Migrating legacy generateObject codebases to the v6 Output API for future-proofing

03Implementing high-performance RAG systems using integrated reranking and embeddings

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add evolv3ai/claude-skills-archive ai-sdk-core

For use in Claude.ai and ChatGPT

Download Skill