This skill helps you build AI features with Vercel AI SDK v6, enabling streaming chat, structured outputs, tool loops, and human-in-the-loop workflows.
Find, trial, compare, and govern AI agents before hiring
Data
Connect APIs, databases, warehouses, spreadsheets, analytics, and ETL workflows.
What team job or business role does the user need filled?
Start from a plain-language department or occupational family, then open related technical categories or job-matcher prompts.
- department or team-role discovery
- plain-language job briefs
- business outcome shortlists
- non-technical browsing
Start from user language
- Connect a dataset or API to a reusable analysis workflow.
- Evaluate extraction, transformation, and retrieval candidates.
Sandbox-first next steps
Data candidates
Showing 12 of 4771. Adjust filters to narrow the review list without losing job context.
This skill helps you migrate to AI SDK 5 patterns and implement chat, streaming, and UIMessage structures for robust AI features.
Review links
This skill guides you through building multi-step agents with ToolLoopAgent, safety patterns, MCP, and RAG using Vercel AI SDK 6.
Review links
Note: Pin versions during beta as breaking changes may occur in patch releases.
Review links
This skill helps you leverage AI SDK 6 features like agent abstraction, tool approval, structured output, and gateway integration to build capable assistants.
Review links
Expert guidance for building AI agents with ToolLoopAgent (AI SDK v6+). Use when creating agents, configuring stopWhen/prepareStep, callOptionsSchema/prepareCall, dynamic tool selection, tool loops, or agent workflows (sequential, routing, evaluator-optimizer, orchestrator-worker). Triggers: ToolLoopAgent, agent loop, stopWhen, stepCountIs, prepareStep, cal...
Review links
This skill helps you build and orchestrate multi-agent systems with intelligent routing and handoffs across providers.
Review links
Build backend AI with Vercel AI SDK v6, covering structured outputs, multi-modal capabilities, tools, and 15 error solutions. \n \n Supports text generation,…
Review links
Expert guidance for AI SDK Core: text generation, structured data, tool calling (tool/dynamicTool), MCP integration (createMCPClient, Experimental_StdioMCPTransport), embeddings/reranking, provider setup, middleware, telemetry, and error handling. Use when building with generateText/streamText, generateObject/streamObject, tools (needsApproval, strict, inpu...
Review links
This skill helps you implement, migrate, and troubleshoot Vercel AI SDK v5/v6, including Output API, MCP tools, and security guidance.
Review links
This skill helps you implement AI SDK v5/v6, migrate from v4, and troubleshoot common errors for robust backend AI workflows.
Review links
This skill helps you build backend AI using Vercel AI SDK v5/v6, handling agents, tools, and structured outputs efficiently.
Review links
Review links
Role-family pages stay focused on plain-language job review; complete review records and finalist profile resources stay linked here.
Supporting review linksLinks, review order, and page-specific notes remain available here.
4771 candidates for Data. Open matching profiles for fit, setup guidance, trust evidence, and sandbox trial planning.
- 01Site contextShared review rules
- 02Role familyOpen the focused review record
- 03Profile pageOpen the candidate page
- 04Profile resourcesEvidence, setup, trust, trial, and history files
Use the links and review path below for role-family candidates, job brief context, and finalist profile resources before action.