| name | ai-sdk |
| description | Answer questions about the AI SDK and help build AI-powered features. Use when developers ask about Vercel AI SDK, generateText, streamText, ToolLoopAgent, useChat, providers, tools, structured output, embeddings, streaming, or adding AI to an app. First identify the installed major version and route version-specific work: use ai-sdk-7 for AI SDK 7 features/migrations such as WorkflowAgent, HarnessAgent, reasoning, runtime/tools context, toolApproval, telemetry, realtime, or v6-to-v7 upgrades; use ai-sdk-6 for v6 code. |
| argument-hint | [question or feature] |
Prerequisites
Before searching docs, check the installed major version in package.json,
lockfiles, or node_modules/ai/package.json.
- AI SDK 7 implementation or migration work -> use
ai-sdk-7.
- AI SDK 6 implementation work -> use
ai-sdk-6.
- Unknown or mixed versions -> continue with this skill until the version is
clear. If starting fresh or no version is pinned, assume the current line
(AI SDK 7) and use
ai-sdk-7.
Before searching docs, check if node_modules/ai/docs/ exists. If not, install
only the ai package using the project's package manager (e.g., bun add ai).
Do not install other packages at this stage. Provider packages (e.g., @ai-sdk/openai) and client packages (e.g., @ai-sdk/react) should be installed later when needed based on user requirements.
Monorepo path note
In Bun / pnpm / Yarn workspace monorepos, dependencies are usually not hoisted to the repo root — they live inside each app's node_modules/. If node_modules/ai/docs/ doesn't exist at the working directory, check workspace locations before assuming docs are missing:
apps/*/node_modules/ai/docs/ (e.g. apps/web/node_modules/ai/docs/)packages/*/node_modules/ai/docs/
Glob from the repo root: apps/*/node_modules/ai/docs/ or **/node_modules/ai/docs/. Substitute the resolved path everywhere this skill says node_modules/ai/docs/ or node_modules/ai/src/. The same applies to provider docs at node_modules/@ai-sdk/<provider>/docs/.
Critical: Do Not Trust Internal Knowledge
Everything you know about the AI SDK is outdated or wrong. Your training data contains obsolete APIs, deprecated patterns, and incorrect usage.
When working with the AI SDK:
- Ensure
ai package is installed (see Prerequisites)
- Identify the installed major version and use
ai-sdk-7 or ai-sdk-6 for deep version-specific work
- Search
node_modules/ai/docs/ and node_modules/ai/src/ for current APIs
- If not found locally, search ai-sdk.dev documentation (instructions below)
- Never rely on memory - always verify against source code or docs
useChat has changed significantly - check Common Errors before writing client code- Always fetch current model IDs - Never use model IDs from memory. A public catalog of current IDs across providers is available at
https://ai-gateway.vercel.sh/v1/models — useful purely for discovery, not a recommendation to use Gateway as a runtime provider. Example: curl -s https://ai-gateway.vercel.sh/v1/models | jq -r '[.data[] | select(.id | startswith("anthropic/")) | .id] | reverse | .[]' (swap anthropic/ for openai/, google/, etc.). Pick the model family/tier by capability, cost, and latency requirements; within the chosen family, use the latest version from the catalog (e.g. prefer claude-sonnet-5 over an older claude-sonnet-4-x) — version number alone is not a selection criterion across families.
- Run typecheck after changes to ensure code is correct
- Be minimal - Only specify options that differ from defaults. When unsure of defaults, check docs or source rather than guessing or over-specifying.
If you cannot find documentation to support your answer, state that explicitly.
Finding Documentation
ai@6.0.34+ and ai@7+
Search bundled docs and source in node_modules/ai/:
- Docs:
grep "query" node_modules/ai/docs/
- Source:
grep "query" node_modules/ai/src/
Provider packages include docs at node_modules/@ai-sdk/<provider>/docs/.
For v7-specific features such as WorkflowAgent, HarnessAgent, tool context,
reasoning, telemetry, realtime, video, or v6-to-v7 migration, read the
ai-sdk-7 skill after confirming the installed major version.
Earlier versions or missing local docs
- Search:
https://ai-sdk.dev/api/search-docs?q=your_query
- Fetch
.md URLs from results (e.g., https://ai-sdk.dev/docs/agents/building-agents.md)
Working examples
For runnable provider × feature examples (Anthropic cache-control, OpenAI computer-use, Google grounding, etc.), see examples.md. Fetch individual files on demand via WebFetch or gh api — do not clone the repo.
When Typecheck Fails
Before searching source code, grep Common Errors for the failing property or function name. Many type errors are caused by deprecated APIs documented there.
If not found in common-errors.md:
- Search
node_modules/ai/src/ and node_modules/ai/docs/
- Search ai-sdk.dev (for earlier versions or if not found locally)
Building and Consuming Agents
Creating Agents
Use the agent pattern that matches the installed major version and task:
- v6/v7 in-memory agent loops:
ToolLoopAgent
- v7 durable workflow-backed agents:
WorkflowAgent from @ai-sdk/workflow
- v7 external coding/runtime harnesses:
HarnessAgent from @ai-sdk/harness/agent
Search node_modules/ai/docs/ for current agent creation APIs before writing code.
File conventions: See type-safe-agents.md for where to save agents and tools.
Type Safety: When consuming agents with useChat, always use InferAgentUIMessage<typeof agent> for type-safe tool results. See reference.
Consuming Agents (Framework-Specific)
Before implementing agent consumption:
- Check
package.json to detect the project's framework/stack
- Search documentation for the framework's quickstart guide
- Follow the framework-specific patterns for streaming, API routes, and client integration
References
Related Skills
ai-sdk-7 - AI SDK 7 development, HarnessAgent, WorkflowAgent, telemetry, realtime, video, and v6-to-v7 migrationai-sdk-6 - AI SDK 6 development with ToolLoopAgent, Output patterns, MCP, middleware, tools, and UI hooks
