Mock paused tool calls, approvals, and continuations for the AI SDK with @shadcn/helpers.
@shadcn/helpers can now mock human-in-the-loop flows for the AI SDK. A scripted conversation can pause for real user input, wait for an approval, and continue with whatever the user decided.
Everything streams through the real
useChat lifecycle, so your tool cards, approval prompts, and question flows
behave exactly as they would in production.
import { createChat } from "@shadcn/helpers/ai-sdk"
const chat = createChat<ChatMessage>()
.user("Help me plan the next prototype.")
.assistant(({ writer }) => {
writer.text("A couple of questions before I start.")
writer.tool("askQuestions", { input: { questions } })
})
.assistant(({ writer, toolCall }) => {
writer.text(
toolCall?.name === "askQuestions" && toolCall.output
? `Starting with ${toolCall.output.answers.direction}.`
: "Starting now."
)
})Pass needsApproval to pause behind the user's decision. The scripted output
streams after approval, and denial streams automatically.
chat
.assistant(({ writer }) => {
writer.text("That will archive 3 drafts. I need your approval.")
writer.tool("archiveDrafts", {
input: { count: 3 },
needsApproval: true,
output: { archived: 3 },
})
})
.assistant(({ writer, toolCall }) => {
writer.text(
toolCall?.approved ? "Archived 3 drafts." : "Okay, leaving them in place."
)
})此内容由惯性聚合(RSS阅读器)自动聚合整理，仅供阅读参考。 原文来自 — 版权归原作者所有。