Prompting Tips

// ❌ Vague
await stagehand.act("do something");

// ✅ Specific
await stagehand.act("click the blue 'Add to Cart' button");

// ❌ Passive/Unclear
await stagehand.act("the login button should be clicked");

// ✅ Direct command
await stagehand.act("click the login button");

// ❌ Ambiguous
await stagehand.act("click the button");

// ✅ Descriptive
await stagehand.act("click the red 'Submit' button at the bottom of the form");

// Good examples
await stagehand.act("click the 'Sign In' button");
await stagehand.act("click the menu icon in the top right");
await stagehand.act("click the third product card");
await stagehand.act("click the checkbox next to 'I agree to terms'");

// ❌ Missing context
await stagehand.act("type '[email protected]'");

// ✅ Specifies target
await stagehand.act("type '[email protected]' in the email field");
await stagehand.act("type 'password123' in the password input");
await stagehand.act("type 'John Doe' in the full name field");

await stagehand.act("select 'United States' from the country dropdown");
await stagehand.act("select 'Medium' from the size selector");
await stagehand.act("choose 'Blue' from the color options");

await stagehand.act("scroll down to the footer");
await stagehand.act("scroll to the reviews section");
await stagehand.act("hover over the 'Products' menu item");

// ❌ Too broad
const result = await stagehand.extract("get data");

// ✅ Specific fields
const result = await stagehand.extract(
  "get the product title, price, and availability status"
);

import { z } from "zod";

const productSchema = z.object({
  title: z.string().describe("The product name"),
  price: z.number().describe("Price in USD"),
  inStock: z.boolean().describe("Whether the product is available"),
  rating: z.number().optional().describe("Star rating out of 5"),
});

const result = await stagehand.extract(
  "extract the product details",
  { schema: productSchema }
);

// result.extraction is fully typed
console.log(result.extraction.title);
console.log(result.extraction.price);

const searchResultsSchema = z.object({
  results: z.array(z.object({
    title: z.string(),
    url: z.string(),
    description: z.string(),
  })),
});

const results = await stagehand.extract(
  "extract all search results including title, URL, and description",
  { schema: searchResultsSchema }
);

// Get multiple related actions
const actions = await stagehand.observe(
  "return actions to fill the login form with username '[email protected]' and password 'test123'"
);

for (const action of actions) {
  await stagehand.act(action);
}

// Form filling
const formActions = await stagehand.observe(
  "return actions to complete the signup form with name 'John', email '[email protected]', and phone '555-1234'"
);

// Multi-step workflows
const checkoutActions = await stagehand.observe(
  "return actions to proceed through checkout: select shipping, enter payment details, and confirm order"
);

const agent = stagehand.agent();

// ❌ Too vague
await agent.execute({
  instruction: "do some stuff on Amazon",
  maxSteps: 10,
});

// ✅ Clear objective
await agent.execute({
  instruction: "search for 'wireless mouse' on Amazon and add the first result to cart",
  maxSteps: 10,
});

// ❌ Too complex for one agent call
await agent.execute({
  instruction: "research competitors, analyze pricing, create spreadsheet, and send email",
  maxSteps: 50,
});

// ✅ Break into smaller tasks
await agent.execute({
  instruction: "navigate to competitor website and extract product prices",
  maxSteps: 15,
});
// Then handle analysis and email separately

await agent.execute({
  instruction: "search for 'laptop' and add first result to cart, then stop",
  maxSteps: 10,
});

await agent.execute({
  instruction: "scroll through products until you find one under $50, then click it",
  maxSteps: 20,
});

const stagehand = new Stagehand({
  env: "LOCAL",
  systemPrompt: `You are automating an e-commerce website.
  - Always verify prices before adding to cart
  - If an item is out of stock, skip it
  - Prefer items with 4+ star ratings`,
});

const agent = stagehand.agent({
  systemPrompt: `You are a research assistant.
  - Extract data accurately
  - When information is missing, note it as 'N/A'
  - Today's date is ${new Date().toLocaleDateString()}`,
});

await agent.execute({
  instruction: "gather company information from the about page",
  maxSteps: 5,
});

// ❌ Too many steps in one instruction
await stagehand.act(
  "click the menu, then click products, then select laptops category, then filter by price under $1000, then sort by rating"
);

// ✅ Break into individual actions
await stagehand.act("click the menu button");
await stagehand.act("click the 'Products' link");
await stagehand.act("select 'Laptops' from the category filter");
await stagehand.act("select 'Under $1000' from the price filter");
await stagehand.act("sort by rating");

// ❌ Which button?
await stagehand.act("click the button");

// ✅ Specific reference
await stagehand.act("click the 'Add to Cart' button");

// ❌ What form?
await stagehand.act("submit the form");

// ✅ Identifies the form
await stagehand.act("submit the login form");
await stagehand.act("click the submit button in the contact form");

const userEmail = "[email protected]";
const password = "secure123";

await stagehand.act(
  "type '{{email}}' in the email field",
  { variables: { email: userEmail } }
);

await stagehand.act(
  "type '{{password}}' in the password field",
  { variables: { password } }
);

const searchTerm = "wireless keyboard";
const maxPrice = 50;

const agent = stagehand.agent();
await agent.execute({
  instruction: "search for '{{product}}' and find options under ${{price}}",
  maxSteps: 15,
  variables: {
    product: searchTerm,
    price: maxPrice.toString(),
  },
});

// Start simple
await stagehand.act("click login");

// If it fails, add more detail
await stagehand.act("click the login button");

// If still failing, be very specific
await stagehand.act("click the blue 'Log In' button in the top right corner");

const stagehand = new Stagehand({
  env: "LOCAL",
  verbose: 2, // See detailed logs
});

await stagehand.act("click submit");
// Logs will show what Stagehand "sees" and how it interprets your instruction

// ❌ Brittle: relies on exact text
await stagehand.act("click the button that says 'Add to Cart'");

// ✅ Flexible: works with variations
await stagehand.act("click the button to add the item to the cart");

// Wait for content before acting
const page = stagehand.context.pages()[0];
await page.waitForLoadState("domcontentloaded");

await stagehand.act("click the first product");

try {
  await stagehand.act("click the cookie consent banner's accept button", {
    timeout: 5000,
  });
} catch (error) {
  // No banner appeared, continue
}

await stagehand.act("search for products");

import { Stagehand } from "@browserbasehq/stagehand";
import { z } from "zod";

const stagehand = new Stagehand({
  env: "LOCAL",
  cacheDir: "./cache",
});
await stagehand.init();

const page = stagehand.context.pages()[0];
await page.goto("https://example-store.com");

// Clear, specific instructions
await stagehand.act("type 'laptop' in the search bar");
await stagehand.act("click the search button");

// Structured extraction
const productSchema = z.object({
  products: z.array(z.object({
    name: z.string(),
    price: z.number(),
    rating: z.number(),
  })),
});

const results = await stagehand.extract(
  "extract the name, price, and rating for all products shown",
  { schema: productSchema }
);

// Act on extracted data
if (results.extraction.products.length > 0) {
  await stagehand.act("click the first product in the search results");
}

await stagehand.close();