Deep Researcher

import { Agent } from "oncell";

const agent = new Agent("researcher", {
  instructions: `You are a research agent. Search thoroughly,
    cross-reference sources, and produce clear reports.
    Store findings in files for future reference.`,
  model: "kimi-k3",
  skills: {
    synthesis: {
      when: "Combining findings into a report",
      guide: "Be thorough. Cite sources. Structure clearly.",
      model: "claude-opus",
    },
  },
  tools: ["files", "shell", "memory"],
});

agent.task("research", async ({ topic }) => {
  const result = await agent.llm(
    `Research this topic thoroughly: ${topic}`,
    { maxSteps: 30, maxCost: 3.00 },
  );

  await agent.files.write(
    `reports/${topic.replace(/\s+/g, "-")}.md`,
    result.text,
  );

  return result;
});

// Weekly research digest
agent.schedule("digest", "weekly monday 9am", async () => {
  return agent.llm("Review this week's research and summarize key findings.");
});

export default agent;