xiaohongshu
xiaohongshu
Orchestrates multi-step agent operations with durable execution, automatic retries, and recovery from failures. Use this for complex workflows that need to survive server restarts or coordinate multiple agents.
Full skill instructions
Provides durable, reliable execution of complex agent workflows. Workflows ensure multi-step operations complete reliably, survive server failures, and maintain idempotency.
Configure Workflow component in convex.config.ts:
import { defineApp } from "convex/server";
import agent from "@convex-dev/agent/convex.config";
import workflow from "@convex-dev/workflow/convex.config";
const app = defineApp();
app.use(agent);
app.use(workflow);
export default app;
import { WorkflowManager } from "@convex-dev/workflow";
const workflow = new WorkflowManager(components.workflow);
export const simpleAgentFlow = workflow.define({
id: "simple-flow",
args: { userId: v.string(), prompt: v.string() },
handler: async (step, { userId, prompt }) => {
// Step 1: Create thread
const { threadId } = await step.runMutation(
internal.agents.createThreadMutation,
{ userId }
);
// Step 2: Generate response
const response = await step.runAction(
internal.agents.generateTextAction,
{ threadId, prompt }
);
return response;
},
});
Orchestrate multiple agents:
export const researchFlow = workflow.define({
id: "research",
args: { topic: v.string(), userId: v.string() },
handler: async (step, { topic, userId }) => {
const { threadId: researchId } = await step.runMutation(
internal.agents.createThreadMutation,
{ userId, title: `Research: ${topic}` }
);
const research = await step.runAction(
internal.agents.generateTextAction,
{ threadId: researchId, prompt: `Research: ${topic}` }
);
const { threadId: analysisId } = await step.runMutation(
internal.agents.createThreadMutation,
{ userId, title: `Analysis: ${topic}` }
);
const analysis = await step.runAction(
internal.agents.generateTextAction,
{ threadId: analysisId, prompt: `Analyze: ${research}` }
);
return { research, analysis };
},
});
xiaohongshu
technical spec
product ux expert
database patterns
Conduct multi-agent task orchestration and workflow coordination.
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