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agent-browser【数据与研究】Web browser automation CLI for AI agents. Use when the user needs to initialize or verify browser automation, interact with websites, navigate pages, fill forms, click buttons, take screenshots, extract data, test web apps, log in to sites, or automate any browser task.
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The CLI uses Chrome/Chromium via CDP directly through the local wrapper script. Use core/bin/agent-browser for all commands in this skill.
Use the init action before browser automation when core/bin/agent-browser may not be ready, Chrome may be missing, the environment connection method is unknown, or the user asks to initialize or verify browser automation.
Follow references/init.md for environment detection, Chrome connection setup, verification, and workflow output requirements. Follow references/troubleshooting.md for known browser setup and connection failures.
Every browser automation follows this pattern:
core/bin/agent-browser open <url>core/bin/agent-browser snapshot -i (get element refs like @e1, @e2)core/bin/agent-browser open https://example.com/form
core/bin/agent-browser snapshot -i
# Output: @e1 [input type="email"], @e2 [input type="password"], @e3 [button] "Submit"
core/bin/agent-browser fill @e1 "user@example.com"
core/bin/agent-browser fill @e2 "password123"
core/bin/agent-browser click @e3
core/bin/agent-browser wait --load networkidle
core/bin/agent-browser snapshot -i # Check result
Commands can be chained with && in a single shell invocation. The browser persists between commands via a background daemon, so chaining is safe and more efficient than separate calls.
# Chain open + wait + snapshot in one call
core/bin/agent-browser open https://example.com && core/bin/agent-browser wait --load networkidle && core/bin/agent-browser snapshot -i
# Chain multiple interactions
core/bin/agent-browser fill @e1 "user@example.com" && core/bin/agent-browser fill @e2 "password123" && core/bin/agent-browser click @e3
# Navigate and capture
core/bin/agent-browser open https://example.com && core/bin/agent-browser wait --load networkidle && core/bin/agent-browser screenshot page.png
When to chain: Use && when you don't need to read the output of an intermediate command before proceeding (e.g., open + wait + screenshot). Run commands separately when you need to parse the output first (e.g., snapshot to discover refs, then interact using those refs).
When the task is to demo a website or show the user how to use one, decide the browser mode based on whether the target site requires a password:
Local development or any site that does NOT need a password — just run in headed mode with a fresh session. Do NOT use the user's daily browser.
core/bin/agent-browser --headed open <url>
Third-party sites that require login (AWS, GitHub, Google, banks, SaaS dashboards, etc.) — ask the user first which browser to use:
If the user chooses option 2, instruct them: "Please make sure your daily Chrome is open and signed in with the Google account you normally use. Let me know once it's ready." Then connect with --auto-connect:
core/bin/agent-browser --auto-connect open <url>
core/bin/agent-browser --auto-connect snapshot -i
If --auto-connect fails, Chrome may not have remote debugging enabled. See references/init.md for setup and references/troubleshooting.md for known connection failures.
When automating a site that requires login, choose the approach that fits:
Option 1: Import auth from the user's browser (fastest for one-off tasks)
# Connect to the user's running Chrome (they're already logged in)
core/bin/agent-browser --auto-connect state save ./auth.json
# Use that auth state
core/bin/agent-browser --state ./auth.json open https://app.example.com/dashboard
State files contain session tokens in plaintext -- add to .gitignore and delete when no longer needed. Set AGENT_BROWSER_ENCRYPTION_KEY for encryption at rest.
Option 2: Persistent profile (simplest for recurring tasks)
# First run: login manually or via automation
core/bin/agent-browser --profile ~/.myapp open https://app.example.com/login
# ... fill credentials, submit ...
# All future runs: already authenticated
core/bin/agent-browser --profile ~/.myapp open https://app.example.com/dashboard
Option 3: Session name (auto-save/restore cookies + localStorage)
core/bin/agent-browser --session-name myapp open https://app.example.com/login
# ... login flow ...
core/bin/agent-browser close # State auto-saved
# Next time: state auto-restored
core/bin/agent-browser --session-name myapp open https://app.example.com/dashboard
Option 4: Auth vault (credentials stored encrypted, login by name)
echo "$PASSWORD" | core/bin/agent-browser auth save myapp --url https://app.example.com/login --username user --password-stdin
core/bin/agent-browser auth login myapp
auth login navigates with load and then waits for login form selectors to appear before filling/clicking, which is more reliable on delayed SPA login screens.
Option 5: State file (manual save/load)
# After logging in:
core/bin/agent-browser state save ./auth.json
# In a future session:
core/bin/agent-browser state load ./auth.json
core/bin/agent-browser open https://app.example.com/dashboard
See references/authentication.md for OAuth, 2FA, cookie-based auth, and token refresh patterns.
# Navigation
core/bin/agent-browser open <url> # Navigate (aliases: goto, navigate)
core/bin/agent-browser close # Close browser
# Snapshot
core/bin/agent-browser snapshot -i # Interactive elements with refs (recommended)
core/bin/agent-browser snapshot -i -C # Include cursor-interactive elements (divs with onclick, cursor:pointer)
core/bin/agent-browser snapshot -s "#selector" # Scope to CSS selector
# Interaction (use @refs from snapshot)
core/bin/agent-browser click @e1 # Click element
core/bin/agent-browser click @e1 --new-tab # Click and open in new tab
core/bin/agent-browser fill @e2 "text" # Clear and type text
core/bin/agent-browser type @e2 "text" # Type without clearing
core/bin/agent-browser select @e1 "option" # Select dropdown option
core/bin/agent-browser check @e1 # Check checkbox
core/bin/agent-browser press Enter # Press key
core/bin/agent-browser keyboard type "text" # Type at current focus (no selector)
core/bin/agent-browser keyboard inserttext "text" # Insert without key events
core/bin/agent-browser scroll down 500 # Scroll page
core/bin/agent-browser scroll down 500 --selector "div.content" # Scroll within a specific container
# Get information
core/bin/agent-browser get text @e1 # Get element text
core/bin/agent-browser get url # Get current URL
core/bin/agent-browser get title # Get page title
core/bin/agent-browser get cdp-url # Get CDP WebSocket URL
# Wait
core/bin/agent-browser wait @e1 # Wait for element
core/bin/agent-browser wait --load networkidle # Wait for network idle
core/bin/agent-browser wait --url "**/page" # Wait for URL pattern
core/bin/agent-browser wait 2000 # Wait milliseconds
core/bin/agent-browser wait --text "Welcome" # Wait for text to appear (substring match)
core/bin/agent-browser wait --fn "!document.body.innerText.includes('Loading...')" # Wait for text to disappear
core/bin/agent-browser wait "#spinner" --state hidden # Wait for element to disappear
# Downloads
core/bin/agent-browser download @e1 ./file.pdf # Click element to trigger download
core/bin/agent-browser wait --download ./output.zip # Wait for any download to complete
core/bin/agent-browser --download-path ./downloads open <url> # Set default download directory
# Network
core/bin/agent-browser network requests # Inspect tracked requests
core/bin/agent-browser network route "**/api/*" --abort # Block matching requests
core/bin/agent-browser network har start # Start HAR recording
core/bin/agent-browser network har stop ./capture.har # Stop and save HAR file
# Viewport & Device Emulation
core/bin/agent-browser set viewport 1920 1080 # Set viewport size (default: 1280x720)
core/bin/agent-browser set viewport 1920 1080 2 # 2x retina (same CSS size, higher res screenshots)
core/bin/agent-browser set device "iPhone 14" # Emulate device (viewport + user agent)
# Capture
core/bin/agent-browser screenshot # Screenshot to temp dir
core/bin/agent-browser screenshot --full # Full page screenshot
core/bin/agent-browser screenshot --annotate # Annotated screenshot with numbered element labels
core/bin/agent-browser screenshot --screenshot-dir ./shots # Save to custom directory
core/bin/agent-browser screenshot --screenshot-format jpeg --screenshot-quality 80
core/bin/agent-browser pdf output.pdf # Save as PDF
# Clipboard
core/bin/agent-browser clipboard read # Read text from clipboard
core/bin/agent-browser clipboard write "Hello, World!" # Write text to clipboard
core/bin/agent-browser clipboard copy # Copy current selection
core/bin/agent-browser clipboard paste # Paste from clipboard
# Diff (compare page states)
core/bin/agent-browser diff snapshot # Compare current vs last snapshot
core/bin/agent-browser diff snapshot --baseline before.txt # Compare current vs saved file
core/bin/agent-browser diff screenshot --baseline before.png # Visual pixel diff
core/bin/agent-browser diff url <url1> <url2> # Compare two pages
core/bin/agent-browser diff url <url1> <url2> --wait-until networkidle # Custom wait strategy
core/bin/agent-browser diff url <url1> <url2> --selector "#main" # Scope to element
Execute multiple commands in a single invocation by piping a JSON array of string arrays to batch. This avoids per-command process startup overhead when running multi-step workflows.
echo '[
["open", "https://example.com"],
["snapshot", "-i"],
["click", "@e1"],
["screenshot", "result.png"]
]' | core/bin/agent-browser batch --json
# Stop on first error
core/bin/agent-browser batch --bail < commands.json
Use batch when you have a known sequence of commands that don't depend on intermediate output. Use separate commands or && chaining when you need to parse output between steps (e.g., snapshot to discover refs, then interact).
core/bin/agent-browser open https://example.com/signup
core/bin/agent-browser snapshot -i
core/bin/agent-browser fill @e1 "Jane Doe"
core/bin/agent-browser fill @e2 "jane@example.com"
core/bin/agent-browser select @e3 "California"
core/bin/agent-browser check @e4
core/bin/agent-browser click @e5
core/bin/agent-browser wait --load networkidle
# Save credentials once (encrypted with AGENT_BROWSER_ENCRYPTION_KEY)
# Recommended: pipe password via stdin to avoid shell history exposure
echo "pass" | core/bin/agent-browser auth save github --url https://github.com/login --username user --password-stdin
# Login using saved profile (LLM never sees password)
core/bin/agent-browser auth login github
# List/show/delete profiles
core/bin/agent-browser auth list
core/bin/agent-browser auth show github
core/bin/agent-browser auth delete github
auth login waits for username/password/submit selectors before interacting, with a timeout tied to the default action timeout.
# Login once and save state
core/bin/agent-browser open https://app.example.com/login
core/bin/agent-browser snapshot -i
core/bin/agent-browser fill @e1 "$USERNAME"
core/bin/agent-browser fill @e2 "$PASSWORD"
core/bin/agent-browser click @e3
core/bin/agent-browser wait --url "**/dashboard"
core/bin/agent-browser state save auth.json
# Reuse in future sessions
core/bin/agent-browser state load auth.json
core/bin/agent-browser open https://app.example.com/dashboard
# Auto-save/restore cookies and localStorage across browser restarts
core/bin/agent-browser --session-name myapp open https://app.example.com/login
# ... login flow ...
core/bin/agent-browser close # State auto-saved to ~/.agent-browser/sessions/
# Next time, state is auto-loaded
core/bin/agent-browser --session-name myapp open https://app.example.com/dashboard
# Encrypt state at rest
export AGENT_BROWSER_ENCRYPTION_KEY=$(openssl rand -hex 32)
core/bin/agent-browser --session-name secure open https://app.example.com
# Manage saved states
core/bin/agent-browser state list
core/bin/agent-browser state show myapp-default.json
core/bin/agent-browser state clear myapp
core/bin/agent-browser state clean --older-than 7
Iframe content is automatically inlined in snapshots. Refs inside iframes carry frame context, so you can interact with them directly.
core/bin/agent-browser open https://example.com/checkout
core/bin/agent-browser snapshot -i
# @e1 [heading] "Checkout"
# @e2 [Iframe] "payment-frame"
# @e3 [input] "Card number"
# @e4 [input] "Expiry"
# @e5 [button] "Pay"
# Interact directly — no frame switch needed
core/bin/agent-browser fill @e3 "4111111111111111"
core/bin/agent-browser fill @e4 "12/28"
core/bin/agent-browser click @e5
# To scope a snapshot to one iframe:
core/bin/agent-browser frame @e2
core/bin/agent-browser snapshot -i # Only iframe content
core/bin/agent-browser frame main # Return to main frame
core/bin/agent-browser open https://example.com/products
core/bin/agent-browser snapshot -i
core/bin/agent-browser get text @e5 # Get specific element text
core/bin/agent-browser get text body > page.txt # Get all page text
# JSON output for parsing
core/bin/agent-browser snapshot -i --json
core/bin/agent-browser get text @e1 --json
core/bin/agent-browser --session site1 open https://site-a.com
core/bin/agent-browser --session site2 open https://site-b.com
core/bin/agent-browser --session site1 snapshot -i
core/bin/agent-browser --session site2 snapshot -i
core/bin/agent-browser session list
# Auto-discover running Chrome with remote debugging enabled
core/bin/agent-browser --auto-connect open https://example.com
core/bin/agent-browser --auto-connect snapshot
# Or with explicit CDP port
core/bin/agent-browser --cdp 9222 snapshot
Auto-connect discovers Chrome via DevToolsActivePort, common debugging ports (9222, 9229), and falls back to a direct WebSocket connection if HTTP-based CDP discovery fails.
# Persistent dark mode via flag (applies to all pages and new tabs)
core/bin/agent-browser --color-scheme dark open https://example.com
# Or via environment variable
AGENT_BROWSER_COLOR_SCHEME=dark core/bin/agent-browser open https://example.com
# Or set during session (persists for subsequent commands)
core/bin/agent-browser set media dark
# Set a custom viewport size (default is 1280x720)
core/bin/agent-browser set viewport 1920 1080
core/bin/agent-browser screenshot desktop.png
# Test mobile-width layout
core/bin/agent-browser set viewport 375 812
core/bin/agent-browser screenshot mobile.png
# Retina/HiDPI: same CSS layout at 2x pixel density
# Screenshots stay at logical viewport size, but content renders at higher DPI
core/bin/agent-browser set viewport 1920 1080 2
core/bin/agent-browser screenshot retina.png
# Device emulation (sets viewport + user agent in one step)
core/bin/agent-browser set device "iPhone 14"
core/bin/agent-browser screenshot device.png
The scale parameter (3rd argument) sets window.devicePixelRatio without changing CSS layout. Use it when testing retina rendering or capturing higher-resolution screenshots.
core/bin/agent-browser --headed open https://example.com
core/bin/agent-browser highlight @e1 # Highlight element
core/bin/agent-browser inspect # Open Chrome DevTools for the active page
core/bin/agent-browser record start demo.webm # Record session
core/bin/agent-browser profiler start # Start Chrome DevTools profiling
core/bin/agent-browser profiler stop trace.json # Stop and save profile (path optional)
Use AGENT_BROWSER_HEADED=1 to enable headed mode via environment variable. Browser extensions work in both headed and headless mode.
# Open local files with file:// URLs
core/bin/agent-browser --allow-file-access open file:///path/to/document.pdf
core/bin/agent-browser --allow-file-access open file:///path/to/page.html
core/bin/agent-browser screenshot output.png
# List available iOS simulators
core/bin/agent-browser device list
# Launch Safari on a specific device
core/bin/agent-browser -p ios --device "iPhone 16 Pro" open https://example.com
# Same workflow as desktop - snapshot, interact, re-snapshot
core/bin/agent-browser -p ios snapshot -i
core/bin/agent-browser -p ios tap @e1 # Tap (alias for click)
core/bin/agent-browser -p ios fill @e2 "text"
core/bin/agent-browser -p ios swipe up # Mobile-specific gesture
# Take screenshot
core/bin/agent-browser -p ios screenshot mobile.png
# Close session (shuts down simulator)
core/bin/agent-browser -p ios close
Requirements: macOS with Xcode, Appium (npm install -g appium && appium driver install xcuitest)
Real devices: Works with physical iOS devices if pre-configured. Use --device "<UDID>" where UDID is from xcrun xctrace list devices.
All security features are opt-in. By default, agent-browser imposes no restrictions on navigation, actions, or output.
Enable --content-boundaries to wrap page-sourced output in markers that help LLMs distinguish tool output from untrusted page content:
export AGENT_BROWSER_CONTENT_BOUNDARIES=1
core/bin/agent-browser snapshot
# Output:
# --- AGENT_BROWSER_PAGE_CONTENT nonce=<hex> origin=https://example.com ---
# [accessibility tree]
# --- END_AGENT_BROWSER_PAGE_CONTENT nonce=<hex> ---
Restrict navigation to trusted domains. Wildcards like *.example.com also match the bare domain example.com. Sub-resource requests, WebSocket, and EventSource connections to non-allowed domains are also blocked. Include CDN domains your target pages depend on:
export AGENT_BROWSER_ALLOWED_DOMAINS="example.com,*.example.com"
core/bin/agent-browser open https://example.com # OK
core/bin/agent-browser open https://malicious.com # Blocked
Use a policy file to gate destructive actions:
export AGENT_BROWSER_ACTION_POLICY=./policy.json
Example policy.json:
{ "default": "deny", "allow": ["navigate", "snapshot", "click", "scroll", "wait", "get"] }
Auth vault operations (auth login, etc.) bypass action policy but domain allowlist still applies.
Prevent context flooding from large pages:
export AGENT_BROWSER_MAX_OUTPUT=50000
Use diff snapshot after performing an action to verify it had the intended effect. This compares the current accessibility tree against the last snapshot taken in the session.
# Typical workflow: snapshot -> action -> diff
core/bin/agent-browser snapshot -i # Take baseline snapshot
core/bin/agent-browser click @e2 # Perform action
core/bin/agent-browser diff snapshot # See what changed (auto-compares to last snapshot)
For visual regression testing or monitoring:
# Save a baseline screenshot, then compare later
core/bin/agent-browser screenshot baseline.png
# ... time passes or changes are made ...
core/bin/agent-browser diff screenshot --baseline baseline.png
# Compare staging vs production
core/bin/agent-browser diff url https://staging.example.com https://prod.example.com --screenshot
diff snapshot output uses + for additions and - for removals, similar to git diff. diff screenshot produces a diff image with changed pixels highlighted in red, plus a mismatch percentage.
The default timeout is 25 seconds. This can be overridden with the AGENT_BROWSER_DEFAULT_TIMEOUT environment variable (value in milliseconds). For slow websites or large pages, use explicit waits instead of relying on the default timeout:
# Wait for network activity to settle (best for slow pages)
core/bin/agent-browser wait --load networkidle
# Wait for a specific element to appear
core/bin/agent-browser wait "#content"
core/bin/agent-browser wait @e1
# Wait for a specific URL pattern (useful after redirects)
core/bin/agent-browser wait --url "**/dashboard"
# Wait for a JavaScript condition
core/bin/agent-browser wait --fn "document.readyState === 'complete'"
# Wait a fixed duration (milliseconds) as a last resort
core/bin/agent-browser wait 5000
When dealing with consistently slow websites, use wait --load networkidle after open to ensure the page is fully loaded before taking a snapshot. If a specific element is slow to render, wait for it directly with wait <selector> or wait @ref.
When running multiple agents or automations concurrently, always use named sessions to avoid conflicts:
# Each agent gets its own isolated session
core/bin/agent-browser --session agent1 open site-a.com
core/bin/agent-browser --session agent2 open site-b.com
# Check active sessions
core/bin/agent-browser session list
Always close your browser session when done to avoid leaked processes:
core/bin/agent-browser close # Close default session
core/bin/agent-browser --session agent1 close # Close specific session
If a previous session was not closed properly, the daemon may still be running. Use core/bin/agent-browser close to clean it up before starting new work.
To auto-shutdown the daemon after a period of inactivity (useful for ephemeral/CI environments):
AGENT_BROWSER_IDLE_TIMEOUT_MS=60000 agent-browser open example.com
Refs (@e1, @e2, etc.) are invalidated when the page changes. Always re-snapshot after:
core/bin/agent-browser click @e5 # Navigates to new page
core/bin/agent-browser snapshot -i # MUST re-snapshot
core/bin/agent-browser click @e1 # Use new refs
Use --annotate to take a screenshot with numbered labels overlaid on interactive elements. Each label [N] maps to ref @eN. This also caches refs, so you can interact with elements immediately without a separate snapshot.
core/bin/agent-browser screenshot --annotate
# Output includes the image path and a legend:
# [1] @e1 button "Submit"
# [2] @e2 link "Home"
# [3] @e3 textbox "Email"
core/bin/agent-browser click @e2 # Click using ref from annotated screenshot
Use annotated screenshots when:
When refs are unavailable or unreliable, use semantic locators:
core/bin/agent-browser find text "Sign In" click
core/bin/agent-browser find label "Email" fill "user@test.com"
core/bin/agent-browser find role button click --name "Submit"
core/bin/agent-browser find placeholder "Search" type "query"
core/bin/agent-browser find testid "submit-btn" click
Use eval to run JavaScript in the browser context. Shell quoting can corrupt complex expressions -- use --stdin or -b to avoid issues.
# Simple expressions work with regular quoting
core/bin/agent-browser eval 'document.title'
core/bin/agent-browser eval 'document.querySelectorAll("img").length'
# Complex JS: use --stdin with heredoc (RECOMMENDED)
core/bin/agent-browser eval --stdin <<'EVALEOF'
JSON.stringify(
Array.from(document.querySelectorAll("img"))
.filter(i => !i.alt)
.map(i => ({ src: i.src.split("/").pop(), width: i.width }))
)
EVALEOF
# Alternative: base64 encoding (avoids all shell escaping issues)
core/bin/agent-browser eval -b "$(echo -n 'Array.from(document.querySelectorAll("a")).map(a => a.href)' | base64)"
Why this matters: When the shell processes your command, inner double quotes, ! characters (history expansion), backticks, and $() can all corrupt the JavaScript before it reaches agent-browser. The --stdin and -b flags bypass shell interpretation entirely.
Rules of thumb:
eval 'expression' with single quotes is fineeval --stdin <<'EVALEOF'eval -b with base64Create core/bin/agent-browser.json in the project root for persistent settings:
{
"headed": true,
"proxy": "http://localhost:8080",
"profile": "./browser-data"
}
Priority (lowest to highest): ~/.agent-browser/config.json < ./agent-browser.json < env vars < CLI flags. Use --config <path> or AGENT_BROWSER_CONFIG env var for a custom config file (exits with error if missing/invalid). All CLI options map to camelCase keys (e.g., --executable-path -> "executablePath"). Boolean flags accept true/false values (e.g., --headed false overrides config). Extensions from user and project configs are merged, not replaced.
| Reference | When to Use |
|---|---|
| references/commands.md | Full command reference with all options |
| references/snapshot-refs.md | Ref lifecycle, invalidation rules, troubleshooting |
| references/session-management.md | Parallel sessions, state persistence, concurrent scraping |
| references/authentication.md | Login flows, OAuth, 2FA handling, state reuse |
| references/video-recording.md | Recording workflows for debugging and documentation |
| references/profiling.md | Chrome DevTools profiling for performance analysis |
| references/proxy-support.md | Proxy configuration, geo-testing, rotating proxies |
| references/init.md | Initialize and verify browser automation setup |
| references/troubleshooting.md | Known setup, connection, navigation, and snapshot failures |
Use --engine to choose a local browser engine. The default is chrome.
# Use Lightpanda (fast headless browser, requires separate install)
core/bin/agent-browser --engine lightpanda open example.com
# Via environment variable
export AGENT_BROWSER_ENGINE=lightpanda
core/bin/agent-browser open example.com
# With custom binary path
core/bin/agent-browser --engine lightpanda --executable-path /path/to/lightpanda open example.com
Supported engines:
chrome (default) -- Chrome/Chromium via CDPlightpanda -- Lightpanda headless browser via CDP (10x faster, 10x less memory than Chrome)Lightpanda does not support --extension, --profile, --state, or --allow-file-access. Install Lightpanda from https://lightpanda.io/docs/open-source/installation.
| Template | Description |
|---|---|
| templates/form-automation.sh | Form filling with validation |
| templates/authenticated-session.sh | Login once, reuse state |
| templates/capture-workflow.sh | Content extraction with screenshots |
./templates/form-automation.sh https://example.com/form
./templates/authenticated-session.sh https://app.example.com/login
./templates/capture-workflow.sh https://example.com ./output