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.
Check installed docs before fetching online. If dependencies are not installed,
restore the existing lockfile with the project's package manager when installation
is needed. Do not add or upgrade ai merely to read documentation.
In a monorepo, resolve ai from the relevant app/workspace. Hoisting and
node_modules layout depend on package-manager configuration; Yarn PnP may not
have node_modules. Check app-local paths or use the version-matched online docs.
Critical: Do Not Trust Internal Knowledge
AI SDK APIs differ between major versions. Verify the installed API before applying remembered patterns.
When working with the AI SDK:
- Identify the project dependency version and available docs (see Prerequisites)
- Identify the installed major version and use
ai-sdk-7orai-sdk-6for deep version-specific work - Search
node_modules/ai/docs/andnode_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
useChathas 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 | .[]'(swapanthropic/foropenai/,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. preferclaude-sonnet-5over an olderclaude-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
.mdURLs 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/andnode_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:
WorkflowAgentfrom@ai-sdk/workflow - v7 external coding/runtime harnesses:
HarnessAgentfrom@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.jsonto 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
- Common Errors - Renamed parameters reference (parameters → inputSchema, etc.)
- Type-Safe Agents with useChat - End-to-end type safety with InferAgentUIMessage
- DevTools - Local debugging and observability (development only)
- Canonical Examples - Provider × feature working code from vercel/ai/examples
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