Build proactive AI agents on a graph
that builds itself

import {
  connectorFromFile,
  defineAgent,
  defineConfig,
  defineEntityType,
  defineRelationshipType,
  defineWatcher,
  reactionFromFile,
  secret,
} from "@lobu/cli/config";
import type QuickBooksTransactionsConnector from "./quickbooks-transactions.connector.ts";
import type reconciliationMonitorReaction from "./reconciliation-monitor.reaction.ts";

const finance = defineAgent({
  id: "finance",
  name: "finance",
  description:
    "Help finance teams reconcile data, explain variance, and prepare reporting runs",
  dir: ".",
  providers: [
    {
      id: "anthropic",
      model: "claude/sonnet-4-5",
      key: secret("ANTHROPIC_API_KEY"),
    },
  ],
  network: {
    allowed: [
      "github.com",
      ".github.com",
      ".githubusercontent.com",
      "registry.npmjs.org",
      ".npmjs.org",
    ],
  },
});

// entity types and relationships defined here…

const reconciliationMonitor = defineWatcher({
  agent: finance,
  slug: "reconciliation-monitor",
  name: "Reconciliation monitor",
  schedule: "0 6 * * 1-5",
  notification: { priority: "high", channel: "both" },
  tags: ["finance", "reconciliation", "daily"],
  minCooldownSeconds: 3600,
  reaction: reactionFromFile<typeof reconciliationMonitorReaction>(
    "./reconciliation-monitor.reaction.ts"
  ),
  prompt:
    "Check accounts for unreconciled transactions, new variances, and approaching reporting deadlines. Lead with exceptions that need review.\n",
  extractionSchema: {
    type: "object",
    required: ["unreconciled_count", "new_variances", "approaching_deadlines"],
    properties: {
      unreconciled_count: { type: "integer" },
      new_variances: { type: "array", items: { type: "string" } },
      approaching_deadlines: { type: "array", items: { type: "string" } },
      payment_risks: { type: "array", items: { type: "string" } },
    },
  },
});

export default defineConfig({
  connectors: [
    connectorFromFile<typeof QuickBooksTransactionsConnector>(
      "./quickbooks-transactions.connector.ts"
    ),
  ],
  org: "finance",
  orgName: "Finance",
  orgDescription:
    "Help finance teams reconcile data, explain variance, and prepare reporting runs",
  agents: [finance],
  entities: [account, report, transaction, variance],
  relationships: [createsVariance, reconcilesTo, summarizedIn],
  watchers: [reconciliationMonitor],
});