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ai-sdk-core

Build backend AI with Vercel AI SDK v5/v6.

Skill by ovachiever

IndexedMIT★ 55
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Install

Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/ovachiever-ai-sdk-core

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Build backend AI with Vercel AI SDK v5/v6. Covers v6 beta (Agent abstraction, tool approval, reranking), v4→v5 migration (breaking changes), latest models (GPT-5/5.1, Claude 4.x, Gemini 2.5), Workers startup fix, and 12 error solutions (AI_APICallError, AI_NoObjectGeneratedError, streamText silent errors). Use when: implementing AI SDK v5/v6, migrating v4→v5, troubleshooting errors, fixing Workers startup issues, or updating to latest models.

Use cases: backend, cloud, agent-building

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Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools
No tools found
Secrets
None asked for
Install scripts
None found
Runs as
Node.js package

Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/ai-sdk-core

What's inside

Skill name
ai-sdk-core
Description
Build backend AI with Vercel AI SDK v5/v6. Covers v6 beta (Agent abstraction, tool approval, reranking), v4→v5 migration (breaking changes), latest models (GPT-5/5.1, Claude 4.x, Gemini 2.5), Workers startup fix, and 12 error solutions (AI_APICallError, AI_NoObjectGeneratedError, streamText silent errors). Use when: implementing AI SDK v5/v6, migrating v4→v5, troubleshooting errors, fixing Workers startup issues, or updating to latest models.
License
MIT
Metadata
version: 1.2.0 · last_verified: 2025-11-22 · ai_sdk_version: 5.0.98 stable / 6.0.0-beta.107 · breaking_changes: true (v4→v5 migration guide included) · production_tested: true
Instructions
793 lines in SKILL.md · view on GitHub

Before installing

  • Ships executable scripts
  • Instructions call the network

Agent Skills spec issues

  • body: 793 lines (spec recommends under 500)

Files (23)

  • plugin.json · .claude-plugin/
  • README.md
  • SKILL.md
  • VERIFICATION_REPORT.md
  • links-to-official-docs.md · references/
  • production-patterns.md · references/
  • providers-quickstart.md · references/
  • top-errors.md · references/
  • v5-breaking-changes.md · references/
  • check-versions.sh · scripts/
  • agent-with-tools.ts · templates/
  • anthropic-setup.ts · templates/
  • cloudflare-worker-integration.ts · templates/
  • generate-object-zod.ts · templates/
  • generate-text-basic.ts · templates/
  • google-setup.ts · templates/
  • multi-step-execution.ts · templates/
  • nextjs-server-action.ts · templates/
  • openai-setup.ts · templates/
  • package.json · templates/
  • stream-object-zod.ts · templates/
  • stream-text-chat.ts · templates/
  • tools-basic.ts · templates/

SKILL.md (first lines)

# AI SDK Core

Backend AI with Vercel AI SDK v5 and v6 Beta.

**Installation:**
```bash
npm install ai @ai-sdk/openai @ai-sdk/anthropic @ai-sdk/google zod
# Beta: npm install ai@beta @ai-sdk/openai@beta
```

---

## AI SDK 6 Beta (November 2025)

**Status:** Beta (stable release planned end of 2025)
**Latest:** ai@6.0.0-beta.107 (Nov 22, 2025)

### New Features

**1. Agent Abstraction**
Unified interface for building agents with `ToolLoopAgent` class:
- Full control over execution flow, tool loops, and state management
- Replaces manual tool calling orchestration

**2. Tool Execution Approval (Human-in-the-Loop)**
Request user confirmation before executing tools:
- Static approval: Always ask for specific tools
- Dynamic approval: Conditional based on tool inputs
- Native human-in-the-loop pattern

**3. Reranking Support**
Improve search relevance by reordering documents:
- Supported providers: Cohere, Amazon Bedrock, Together.ai
- Specialized reranking models for RAG workflows

**4. Structured Output (Stable)**
Combine multi-step tool calling with structured data generation:
- Multiple output strategies: objects, arrays, choices, text formats
- Now stable and production-ready in v6

**5. Call Options**
Dynamic runtime configuration:
- Type-safe parameter passing
- RAG integration, model selection, tool customization
- Provider-specific settings adjustments

**6. Image Editing (Coming Soon)**
Native support for image transformation workflows.

### Migration from v5

**Unlike v4→v5, v6 has minimal breaking changes:**
- Powered by v3 Language Model Specification
- Most users require no code changes
- Agent abstraction is additive (opt-in)

**Install Beta:**
```bash
npm install ai@beta @ai-sdk/openai@beta @ai-sdk/react@beta
```

**Official Docs:** https://ai-sdk.dev/docs/announcing-ai-sdk-6-beta

---

## Latest AI Models (2025)

### OpenAI

**GPT-5** (Aug 7, 2025):
- 45% less hallucination than GPT-4o
- State-of-the-art in math, coding, visual perception, health
- Available in ChatGPT, API, GitHub Models, Microsoft Copilot

**GPT-5.1** (Nov 13, 2025):
- Improved speed and efficiency over GPT-5
- Available in API platform

```typescript
import { openai } from '@ai-sdk/openai';
const gpt5 = openai('gpt-5');
const gpt51 = openai('gpt-5.1');
```

### Anthropic

**Claude 4 Family** (May-Oct 2025):
- **Opus 4** (May 22): Best for complex reasoning, $15/$75 per million tokens
- **Sonnet 4** (May 22): Balanced performance, $3/$15 per million tokens
- **Opus 4.1** (Aug 5): Enhanced agentic tasks, real-world coding
- **Sonnet 4.5** (Sept 29): Most capable for coding, agents, computer use
- **Haiku 4.5** (Oct 15): Small, fast, low-latency model

```typescript
import { anthropic } from '@ai-sdk/anthropic';
const sonnet45 = anthropic('claude-sonnet-4-5-20250929');  // Latest
const opus41 = anthropic('claude-opus-4-1-20250805');
const haiku45 = anthropic('claude-haiku-4-5-20251015');
```

### Google

**Gemini 2.5 Family** (Mar-Sept 2025):
- **Pro** (March 2025): Most intelligent, #1 on LMArena at launch
- **Pro Deep Think** (May 2025): Enhanced reasoning mode
- **Flash** (May 2025): Fast, cost-effective
- **Flash-Lite** (Sept 2025): Updated efficiency

```typescript
import { google } from '@ai-sdk/google';
const pro = google('gemini-2.5-pro');
const flash = google('gemini-2.5-flash');
const lite = google('gemini-2.5-flash-lite');
```

---

## v5 Core Functions (Basics)

From ovachiever/droid-tings, MIT.

More from ovachiever/droid-tings

Signals

Stars
55
Forks
5
Open issues
1
Last commit (this folder)
Nov 24, 2025 (11 months ago)

From GitHub (fetched Oct 24, 2026).

Details

Version
1.2.0
License
MIT
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

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ai-sdk-core skill. Agent Mart. https://agentmart.dev/skills/ovachiever-ai-sdk-core (last updated 2026-10-24)