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Agents with the SDK

An agent handle keeps a stable agent ID and exposes the turn lifecycle without exposing daemon RPCs.

Run an initial prompt

const agent = await client.agents.create({
  config: {
    provider: "claude/claude-sonnet-5",
  },
  cwd: "/Users/me/dev/storefront",
  prompt: "Review the checkout flow and propose one focused fix.",
  labels: { source: "checkout-review" },
});

const result = await agent.waitForFinish();
console.log(result.status, result.lastMessage);

waitForFinish() returns one of four statuses:

StatusMeaning
idleThe turn completed and the agent can accept another prompt.
permissionThe agent needs a person to answer a permission request in Paseo.
errorThe provider ended the turn with an error.
timeoutThe wait deadline elapsed; the agent may still be running.

A timeout does not cancel the agent.

Keep a session alive for follow-ups

Create an idle session when prompts arrive later:

const reviewer = await client.agents.create({
  config: {
    provider: "codex/gpt-5.5",
  },
  cwd: "/Users/me/dev/storefront",
  title: "Checkout reviewer",
});

const first = await reviewer.run("Review the current diff.");

if (first.status === "idle") {
  const second = await reviewer.run("Now focus on failure recovery.");
  console.log(second.lastMessage);
}

Use send() for fire-and-forget delivery. Use run() when the caller needs the outcome of that turn.

Find agents by label

Set labels at creation, then filter on them. The daemon does the matching:

const page = await client.agents.list({
  filter: { labels: { "issue-provider": "my-tracker" } },
});

for (const { agent } of page.entries) {
  console.log(agent.id, agent.title, agent.status);
}

Continue an agent by ID

const agent = client.agents.ref("agent_01H8X...");

const result = await agent.run("Now write the fix.");
console.log(result.lastMessage);

ref() does not contact the daemon. Call refresh() first when you need to know whether the agent still exists; it returns null if it does not.

Create a subagent

Create a child through its workspace. The handle owns placement, so the caller does not repeat its directory:

if (!parent.workspaceId) throw new Error("Parent has no workspace");

const workspace = client.workspaces.ref(parent.workspaceId);
const child = await workspace.agents.create({
  config: {
    provider: "codex/gpt-5.5",
  },
  parent,
  title: "Implement checkout fix",
  prompt: "Implement the accepted checkout plan and run focused tests.",
});

parent establishes parentage. Archiving a parent cascade-archives its children. Call detach() first when a child should continue independently.

Request structured output

const schema = {
  type: "object",
  properties: {
    summary: { type: "string" },
    risk: { type: "string", enum: ["low", "medium", "high"] },
  },
  required: ["summary", "risk"],
  additionalProperties: false,
};

const agent = await client.agents.create({
  config: {
    provider: "codex/gpt-5.5",
  },
  cwd: "/Users/me/dev/storefront",
  outputSchema: schema,
  prompt: "Assess the release risk of the current diff.",
});

const result = await agent.waitForFinish();
if (result.status !== "idle" || !result.lastMessage) {
  throw new Error(result.error ?? "Agent returned no structured output");
}

const assessment = JSON.parse(result.lastMessage) as {
  summary: string;
  risk: "low" | "medium" | "high";
};

Validate the parsed value in your application before using it as trusted input.

Archive or detach

await agent.archive(); // Soft-deletes the agent and closes its runtime.
await child.detach(); // Keeps the child alive but removes its parent relationship.

Closing the SDK connection does not archive agents. Archive temporary agents explicitly, preferably in finally.