browser-use
GitHub通过CDP协议控制真实浏览器进行页面导航、交互、截图及视频录制。适用于需模拟用户操作或绕过反爬的场景,支持可见与无头模式,避免使用纯HTTP请求。
Trigger Scenarios
Install
npx skills add letta-ai/letta-code --skill browser-use -g -y
SKILL.md
Frontmatter
{
"name": "browser-use",
"description": "Control a real browser to navigate pages, click, type, fill forms, inspect rendered UI, take screenshots, or record video. Load only when the user asks to open or automate a browser, interact with or test rendered page UI, scrape a site that needs browser execution, or capture a browser screenshot or video. Do not load for backend logs, traces, API or stream events, source-code inspection, or plain HTTP or web research that does not require a browser."
}
Browser Use with CDP
Drive the browser through its native Chrome DevTools Protocol over the
remote-debugging WebSocket. This works with zero dependencies: launch the
browser with --remote-debugging-port, then talk JSON over fetch and the
built-in WebSocket global (available in Bun and Node ≥ 22 — no ws package).
If the project already has Playwright or Puppeteer installed, using it is usually simpler — reach for raw CDP when no automation library is available, when protocol-level control is needed, or when recording a deterministic visual demo.
Protocol reference: https://chromedevtools.github.io/devtools-protocol/.
The running browser's exact schema is at http://127.0.0.1:<port>/json/protocol;
tip-of-tree docs can differ from the installed version.
Visible by default when a display exists
When the computer has a display, prefer a visible (headful) browser for any task the user might watch or take over: clicking or typing, forms, sign-in, checkout/payment, CAPTCHAs or bot protection, and user handoff. Most browser tasks exist because plain HTTP is not enough; a headless browser is more likely to trigger bot protection and gives the user no way to observe or step in. Visible does not mean pixel-driven: keep operating the page over CDP, and the user sees every action in the window.
Use headless mode only for work the user explicitly wants in the background and that cannot require interaction or handoff, such as read-only scraping, CI, or screenshot/PDF generation, or when no display exists. A headless page does not satisfy a request to open or reopen a site in a browser the user can see.
When the user asks to review, watch, or take over, leave that browser window open after the task. Do not kill or close it before replying.
Workflow
- Find a Chromium-based browser (below). If none exists, see "No Chrome installed".
- Launch with a dedicated profile and remote debugging. Never attach to the user's normal profile unless explicitly asked.
- Discover targets via
/json/list; pick the"page"target by URL or title. - Connect to its
webSocketDebuggerUrland enable only the domains you need (usuallyPage,Runtime,DOM,Input; addNetwork,Logwhen debugging). - Inspect before acting: find elements by accessible name, label, text, role, stable ID, or placeholder — not generated classes or child indexes.
- Act through
Input.*for user-like interactions; useRuntime.evaluatefor inspection, coordinate math, and setup with no meaningful user interaction. - Wait on observable state, never fixed sleeps alone.
- Verify the result (DOM state, URL, screenshot, console/network events).
- Clean up temporary background work: stop screencasts and close the WebSocket. Kill a browser you launched only when the user did not ask to review, watch, or take over the visible window.
Finding the browser
Any Chromium-based browser supports CDP (Chrome, Chromium, Edge, Brave). Probe in order:
# macOS
for c in "/Applications/Google Chrome.app/Contents/MacOS/Google Chrome" \
"/Applications/Chromium.app/Contents/MacOS/Chromium" \
"/Applications/Microsoft Edge.app/Contents/MacOS/Microsoft Edge" \
"/Applications/Brave Browser.app/Contents/MacOS/Brave Browser"; do
[ -x "$c" ] && { echo "$c"; break; }
done
# Linux
for c in google-chrome google-chrome-stable chromium chromium-browser microsoft-edge brave-browser; do
command -v "$c" && break
done
On Windows, check %ProgramFiles%\Google\Chrome\Application\chrome.exe,
%ProgramFiles(x86)%\..., %LocalAppData%\Google\Chrome\Application\chrome.exe,
and the same patterns for Microsoft\Edge.
No Chrome installed
Any browser found by the probe above works identically — use it. If truly no Chromium-based browser exists, do not install or download one automatically. Tell the user that browser use requires Chrome or another Chromium-based browser and recommend either:
- Install Chrome on the current computer, then retry the browser task.
- Teleport the conversation back to its Cloud sandbox, where a browser is already installed.
Wait for the user to choose. Do not silently replace the browser task with plain HTTP or claim browser automation succeeded.
Launching
Use a disposable profile and a fixed port. Chrome refuses to run as root
without --no-sandbox, so add that flag when id -u is 0:
chrome_args=( \
--remote-debugging-port=9222 \
--user-data-dir=/tmp/cdp-profile \
--window-size=1440,900 \
--force-device-scale-factor=1 \
--no-first-run \
--no-default-browser-check \
)
[ "$(id -u)" -eq 0 ] && chrome_args+=(--no-sandbox)
"$CHROME" "${chrome_args[@]}" https://example.com
Add --headless=new only for explicitly invisible work or when no display
exists (see "Visible by default" above).
With --remote-debugging-port=0, read the chosen port from
<user-data-dir>/DevToolsActivePort. Launch in the background and poll
http://127.0.0.1:9222/json/version until it responds.
HTTP endpoints: /json/version (browser metadata + browser-level WebSocket URL),
/json/list (targets), PUT /json/new?<url> (open tab),
/json/activate/<id>, /json/close/<id>, /json/protocol (schema).
Attach to the page target for Page/DOM/Runtime/Input work; use the
browser target only for browser-wide commands (target control, downloads,
browser contexts).
Minimal CDP client
CDP messages are JSON with monotonically increasing request ids. Run with bun:
const targets = await (await fetch("http://127.0.0.1:9222/json/list")).json();
const target = targets.find((t: any) => t.type === "page");
if (!target) throw new Error("No page target");
const ws = new WebSocket(target.webSocketDebuggerUrl);
await new Promise((resolve, reject) => {
ws.onopen = resolve;
ws.onerror = reject;
});
let nextId = 0;
const pending = new Map();
ws.onmessage = (event) => {
const msg = JSON.parse(String(event.data));
if (!msg.id) return handleEvent(msg); // Page.loadEventFired, Log.entryAdded, ...
const p = pending.get(msg.id);
if (!p) return;
pending.delete(msg.id);
msg.error ? p.reject(new Error(JSON.stringify(msg.error))) : p.resolve(msg.result);
};
ws.onclose = () => {
for (const p of pending.values()) p.reject(new Error("socket closed"));
pending.clear();
};
function send(method: string, params: object = {}): Promise<any> {
return new Promise((resolve, reject) => {
const id = ++nextId;
pending.set(id, { resolve, reject });
ws.send(JSON.stringify({ id, method, params }));
});
}
await send("Page.enable");
await send("Runtime.enable");
Navigations destroy execution contexts and can invalidate in-flight
Runtime.evaluate calls; retry after observing the new document.
Inspecting the page
Start with a concise UI inventory:
const result = await send("Runtime.evaluate", {
expression: `JSON.stringify({
buttons: [...document.querySelectorAll('button')].map((el) => ({
text: el.innerText.trim(), aria: el.getAttribute('aria-label'), title: el.title
})).filter((x) => x.text || x.aria || x.title),
inputs: [...document.querySelectorAll('input, textarea, [contenteditable=true]')].map((el) => ({
tag: el.tagName, type: el.type, placeholder: el.placeholder,
aria: el.getAttribute('aria-label'), value: el.value
}))
})`,
returnByValue: true,
});
Use awaitPromise: true for async expressions and userGesture: true when the
page requires user activation. Treat exceptionDetails in the result as an
error even though the CDP command itself succeeded.
document.querySelector does not cross shadow boundaries — traverse open
shadow roots explicitly; for closed shadow roots or remote-object work use the
DOM domain (DOM.getDocument, DOM.querySelector, DOM.getBoxModel).
Clicking and typing
Compute coordinates in CSS pixels immediately before acting, then send native input events:
async function point(expr: string) {
const r = await send("Runtime.evaluate", {
expression: `(() => {
const el = ${expr};
if (!el) return null;
el.scrollIntoView({ block: 'center', inline: 'center' });
const b = el.getBoundingClientRect();
return { x: b.left + b.width / 2, y: b.top + b.height / 2 };
})()`,
returnByValue: true,
});
if (!r.result.value) throw new Error(`Element not found: ${expr}`);
return r.result.value;
}
async function click(expr: string) {
const { x, y } = await point(expr);
await send("Input.dispatchMouseEvent", { type: "mouseMoved", x, y });
await send("Input.dispatchMouseEvent", { type: "mousePressed", x, y, button: "left", buttons: 1, clickCount: 1 });
await send("Input.dispatchMouseEvent", { type: "mouseReleased", x, y, button: "left", buttons: 0, clickCount: 1 });
}
Focus an editable element (click it), then insert text:
await click(`document.querySelector('input[aria-label="Search"]')`);
await send("Input.insertText", { text: "search terms" });
Use Input.insertText for text and Unicode; use paired Input.dispatchKeyEvent
(keyDown + keyUp with key, code, windowsVirtualKeyCode) for Enter,
Escape, arrows, Tab, and shortcuts. Modifier bits: Alt=1, Ctrl=2, Meta=4, Shift=8.
Native <select> and framework-controlled inputs may need the prototype setter
plus bubbling events:
const setter = Object.getOwnPropertyDescriptor(HTMLInputElement.prototype, "value").set;
setter.call(input, "new value");
input.dispatchEvent(new Event("input", { bubbles: true }));
input.dispatchEvent(new Event("change", { bubbles: true }));
Prefer real Input.* events for the behavior being demonstrated or tested;
direct DOM mutation is fine for deterministic setup and inspection.
Waiting reliably
A returned command does not mean the action completed. Poll the state that proves completion:
async function waitFor(expr: string, timeoutMs = 30_000) {
const start = Date.now();
while (Date.now() - start < timeoutMs) {
const r = await send("Runtime.evaluate", { expression: `Boolean(${expr})`, returnByValue: true });
if (r.result.value) return;
await new Promise((res) => setTimeout(res, 250));
}
throw new Error(`Timed out waiting for ${expr}`);
}
await waitFor(`document.body.innerText.includes('Saved')`);
For navigation, wait on Page.loadEventFired or a lifecycle networkIdle
event — but SPA route changes may emit neither, so prefer the UI condition
that actually matters.
Screenshots, PDF, and video
const shot = await send("Page.captureScreenshot", { format: "png" });
await Bun.write("screenshot.png", Buffer.from(shot.data, "base64"));
captureBeyondViewport: true for full-page; Page.getLayoutMetrics + clip
for exact regions; Page.printToPDF for PDFs. For video recording with
Page.startScreencast and demo-polish tips, read
references/recording.md.
Debugging failures
Enable Network and Log, then watch Network.requestWillBeSent,
Network.responseReceived, Network.loadingFailed, Runtime.consoleAPICalled,
Runtime.exceptionThrown, and Log.entryAdded. Fetch bodies with
Network.getResponseBody. Never log authorization headers, cookies, API keys,
passwords, or response bodies containing secrets — scrub before returning
output to context.
Common failure modes:
- ECONNREFUSED on the port: browser exited, wrong port, or debugging not
enabled — check
/json/versionfirst. - No matching target: inspect
/json/list; match by URL/title, don't take the first page blindly. - Execution context destroyed: the page navigated; wait for the new document and re-evaluate.
- Click misses an existing element: scroll into view and recalculate the box immediately before dispatching.
- Typed text doesn't stick in a controlled input: focus +
Input.insertText, or the prototype-setter pattern above. - Opening DevTools disconnects automation: embedded DevTools can detach other clients — don't open DevTools during a run.
- Page commands fail on the browser endpoint: attach to the page target.
Safety
Browser automation acts with the user's browser authority.
- Use a disposable profile by default.
- Do not submit purchases, publish content, send messages, delete data, or accept consequential dialogs without explicit authorization.
- Do not extract saved passwords, tokens, cookies, or unrelated browsing data.
- Stay within the requested origin and workflow.
- Keep the remote-debugging listener on loopback (
127.0.0.1) unless the user explicitly needs remote access and has authentication in place.
Version History
-
fae8499
Current 2026-09-09 01:11
重构技能使其环境中立化,移除对特定云沙箱环境的硬编码依赖,改为基于本地显示器的通用配置。
- 4d5cd9c 2026-09-03 02:47


