Imported from w-winter/dot314 (
skills/surf/SKILL.md). Install upstream withnpx skills add w-winter/dot314 --skill surf. Copyright stays with the author.
Surf Browser Automation
Control Chrome browser via CLI or Unix socket.
Native Host / Socket Notes
For WSL2 with Windows Chrome, run surf install <extension-id> inside WSL2. Surf detects WSL2 and writes the Windows-side native messaging manifest plus a wrapper that launches the WSL host. Use surf install <extension-id> --target linux only for Linux browsers running inside WSLg.
On macOS, Chrome reads the native messaging manifest at ~/Library/Application Support/Google/Chrome/NativeMessagingHosts/surf.browser.host.json. If native messaging fails, confirm that file exists, its allowed_origins extension ID matches chrome://extensions, then rerun surf install <extension-id>, restart Chrome, reload the extension, and inspect the extension service-worker console.
If a command reports Socket connect failed, run surf doctor first, then check the Attempted socket: line. Default sockets are /tmp/surf.sock on macOS/Linux/WSL2 and //./pipe/surf on Windows. If SURF_SOCKET is set, the browser-launched host and the shell running surf must use the same value.
Remote Surf
Remote clients require a per-client credential; Tailnet reachability alone is not authorization. On the POSIX browser host, authorize the client before installing the listener:
surf remote authorize agent-macbook --output ~/agent-macbook.surf-credential.json
surf install <extension-id> --listen 100.101.102.103:4321
surf remote list
Move the mode-0600 credential to the client through a secure channel. It grants full trusted Surf authority. Use it explicitly or through SURF_REMOTE and SURF_REMOTE_CREDENTIAL:
surf --remote 100.101.102.103:4321 \
--remote-credential ~/.config/surf/agent-macbook.json \
page.read
surf remote revoke agent-macbook # Run on the browser host
Remote paths are client-local by default. local:./file is explicit client-local syntax; only remote:/absolute/path accesses the browser host directly. Remote transfer supports one upload or ChatGPT/Gemini input and one screenshot, network-export, or Gemini image output. Limits are 256 MiB per file, 512 MiB and 32 files per connection, and 256 KiB decoded chunks. record, aistudio.build, smoke screenshot directories, directories, and multi-file inputs are not supported remotely. Successful action screenshots and failure --auto-capture diagnostics are transferred back to client-local paths.
CLI Quick Reference
surf --help # Full help
surf <group> # Group help (tab, scroll, page, wait, dialog, emulate, form, perf, ai)
surf --help-full # All commands
surf --find <term> # Search tools
surf --help-topic <topic> # Topic guide (refs, semantic, frames, devices, windows)
Core Workflow
# 1. Navigate to page
surf navigate "https://example.com"
# 2. Read page to get element refs
surf page.read
# 3. Click by ref or coordinates
surf click --ref "e1"
surf click --x 100 --y 200
# 4. Type text
surf type --text "hello"
# 5. Full-page screenshot
surf screenshot --full-page --output /tmp/shot.png
# Inspect animation/style changes as JSON
surf animate-audit --selector ".thing" --duration 2000 --fps 10
AI Assistants (No API Keys)
Query AI models using your browser's logged-in session. Must be logged into the respective service in Chrome.
ChatGPT
surf chatgpt "explain this code"
surf chatgpt "summarize" --with-page # Include current page context
surf chatgpt "review" --model gpt-5.5 # Specify model
surf chatgpt "analyze" --file document.pdf # With file attachment
Oracle
Use surf chatgpt for quick one-shot questions. Use surf oracle for long-running or Pro coding consults that need a durable job, explicit model and effort selection, file context, recovery, or follow-up turns. Oracle is local-only.
For agent workflows, detach after dispatch and keep the returned .id:
surf oracle ask "Review this change and identify release risks" \
--files "src/**/*.ts" --files "package.json" \
--model gpt-5.5 --effort pro --detach --json
surf oracle status <job-id> --json
surf oracle result <job-id> --json
# Or let Surf keep polling until capture:
surf oracle result <job-id> --wait --json
status reads persisted state without touching Chrome. result attempts to harvest the answer and returns the job object with response once its state is captured. A Ctrl-C during waiting exits with status 130 and prints Recover with: surf oracle result <id>. Once the job is awaiting, the persisted ChatGPT conversation URL is its durable key, so surf oracle result <id> can recover after CLI exit, native-host restart, or Chrome restart by reopening that conversation.
Treat Pro quota as scarce. Oracle never selects Pro implicitly; request it with --model pro or --effort pro. ChatGPT model aliases include instant, thinking, pro, gpt-5.5, and gpt-5.6-sol. Accepted --effort values are light, standard, extended, heavy, and pro. Requested model and effort selections are read back before submission, and an unverifiable selection fails with model_verification_failed instead of silently continuing. Capacity is one non-terminal oracle job. A capacity error includes the in-flight job ID; poll that job or wait for it to finish rather than submitting the same consult again.
When loaded as a Pi extension, Surf also registers a surf-oracle external-job provider when the runtime exposes that bridge. The provider maps start, status, result, reattach, and follow to durable Surf Oracle jobs. It returns the conversation URL, requested and verified model and effort, prompt digest, result text, and failure details. reattach only harvests an existing job by ID; it never submits the prompt again.
Context comes from repeatable --files globs. Surf fails closed when a glob matches nothing or a matched file is unreadable, binary, or invalid UTF-8. It also blocks gitignored files and basenames matching .env*, *.pem, *.key, id_rsa*, id_ed25519*, *.p12, *.pfx, credentials*, or secrets*. Use --allow-sensitive only after intentionally reviewing those files; it overrides the block rather than redacting content. Context up to 60,000 evidence characters is inserted inline, while larger context becomes one private text attachment. The assembly manifest records each path, byte count, SHA-256, inline or bundle disposition, and deny-list outcome.
Continue a captured consult with follow. Use the ID returned by each turn for the next turn:
surf oracle follow <job-id> "Challenge your recommendation. What could invalidate it?" --detach --json
surf oracle result <follow-job-id> --wait --json
surf oracle follow <follow-job-id> "Give the final decision and concrete next steps." --detach --json
Gemini
surf gemini "explain quantum computing"
surf gemini "summarize" --with-page # Include page context
surf gemini "analyze" --file data.csv # Attach file
surf gemini "a robot surfing" --generate-image /tmp/robot.png
surf gemini "add sunglasses" --edit-image photo.jpg --output out.jpg
surf gemini "summarize" --youtube "https://youtube.com/..."
surf gemini "hello" --model gemini-3.5-flash # Models: gemini-3.1-pro (default), gemini-3.5-flash, gemini-3.1-flash-lite
surf gemini "wide banner" --generate-image /tmp/banner.png --aspect-ratio 16:9
Perplexity
surf perplexity "what is quantum computing"
surf perplexity "explain this page" --with-page # Include page context
surf perplexity "deep dive" --mode research # Research mode (Pro)
surf perplexity "latest news" --model sonar # Model selection (Pro)
Grok (via x.com - requires X.com login in Chrome)
surf grok "what are the latest AI trends on X" # Search X posts
surf grok "analyze @username recent activity" # Profile analysis
surf grok "summarize this page" --with-page # Include page context
surf grok "find viral AI posts" --deep-search # DeepSearch mode
surf grok "quick question" --model fast # Models: auto, fast, expert, grok-4.20-beta
For exhaustive, multi-angle X research with categorized findings and full post-URL traceability, use the deep-x-research skill (skills/deep-x-research/) instead of a single Grok query.
Grok Validation & Troubleshooting:
# Validate Grok UI and check available models (no query sent)
surf grok --validate
# If models changed, save discovered models to surf.json config
surf grok --validate --save-models
AI Studio (via aistudio.google.com - requires Google login in Chrome)
surf aistudio "explain quantum computing"
surf aistudio "redteam this" --with-page # Include current page context
surf aistudio "quick answer" --model gemini-3-flash-preview # Model selection
surf aistudio "analyze" --timeout 600 # Custom timeout (default: 300s)
Why AI Studio over Gemini? AI Studio gives access to less restricted Gemini models. For Gemini 3 Pro the difference can be significant with certain prompts. Downside: aggressive per-day rate limits on Pro and Flash models.
Model selection is best-effort: Pass any AI Studio model id (e.g. gemini-3.1-pro-preview, gemini-3-flash-preview, gemini-flash-lite-latest). If the model isn't found, AI Studio uses whatever model was last selected in the UI.
AI Studio App Builder
surf aistudio.build "build a portfolio site"
surf aistudio.build "todo app" --model gemini-3.1-pro-preview # Model override
surf aistudio.build "crm dashboard" --output ./out # Extract zip to directory
surf aistudio.build "game" --keep-open --timeout 600 # Keep tab open, 10min timeout
Automates AI Studio's App Builder at aistudio.google.com/apps. Types your prompt, clicks Build, waits for completion, downloads the generated zip, and optionally extracts it.
--output <dir>extracts the zip to a directory--model <id>overrides the model in Advanced Settings--timeout <seconds>build timeout (default: 600s)--keep-openleaves the AI Studio tab open after completion
Returns zipPath, extractedPath, model, buildDuration, and tookMs.
AI Tool Troubleshooting
When AI queries fail, check these common issues:
- Not logged in: The error "login required" means you need to log into the service in Chrome (chatgpt.com, gemini.google.com, perplexity.ai, x.com, or aistudio.google.com)
- Model selection failed: The UI may have changed. Run
surf grok --validateto check - Response timeout: Reasoning-heavy models (ChatGPT o1, Grok Expert) can take 45+ seconds. AI Studio builds can take several minutes.
- Element not found: The service's UI changed. Check for surf-cli updates
Debugging workflow for agents:
# 1. Check if the service is accessible and UI is valid
surf grok --validate
# 2. If models mismatch, update the local settings
surf grok --validate --save-models
# 3. Retry with explicit model name from validation output
surf grok "query" --model <model-from-validation>
# 4. If still failing, try with longer timeout
surf grok "query" --timeout 600
Tab Management
surf tab.list
surf tab.new "https://google.com"
surf tab.switch 12345
surf tab.close 12345
surf tab.move 12345 --to-window 67890
surf tab.reload # Reload current tab
# Named tabs (aliases)
surf tab.name myapp # Name current tab
surf tab.switch myapp # Switch by name
surf tab.named # List named tabs
surf tab.unname myapp # Remove name
# Tab groups
surf tab.group # Create/add to tab group
surf tab.ungroup # Remove from group
surf tab.groups # List all tab groups
Window Management
surf window.list # List all windows
surf resize 1280 720 # Resize current browser window
surf resize 1280 # Set current window width only
surf window.list --tabs # Include tab details
surf window.new # New window
surf window.new --url "https://example.com" # New window with URL
surf window.new --incognito # New incognito window
surf window.new --unfocused # Don't focus new window
surf window.focus 12345 # Focus window by ID
surf window.close 12345 # Close window
surf window.resize --id 123 --width 1920 --height 1080
surf window.resize --id 123 --state maximized # States: normal, minimized, maximized, fullscreen
Multi-agent isolation:
# Create a separate window for one agent and keep using its ID
surf window.new "https://example.com"
surf --window-id 123 tab.list
surf --window-id 123 go "https://other.com"
# Pin work to a specific tab, or name it for easier handoff
surf read --tab-id 456
surf tab.name agent-a --tab-id 456
surf tab.switch agent-a
Use window.new, --window-id, --tab-id, and named tabs to keep parallel agents on separate targets. Surf serializes non-streaming browser CLI requests per socket with a file-based lock, so agents sharing one native host wait instead of interleaving commands. Use --no-lock only for intentional bypasses. For hard isolation, run separate browser/profile instances with separate native hosts and SURF_SOCKET values; each socket gets its own lock. Surf does not yet have session.new, session IDs, or independent per-agent CDP sessions.
Input Methods
# CDP method (real events) types at the current focus
surf type --text "hello"
surf click --x 100 --y 200
# Selector/ref targets use frame-aware DOM input
surf type "hello" --into "#input"
surf type "hello" --ref e5
# Keys
surf key Enter
surf key "cmd+a"
surf key.repeat --key Tab --count 5 # Repeat key presses
# Hover and drag
surf hover --ref e5
surf drag --from-x 100 --from-y 100 --to-x 200 --to-y 200
Page Inspection
surf page.read # Accessibility tree with refs + page text
surf page.read --no-text # Interactive elements only (no text content)
surf animate-audit --selector ".thing" --duration 2000 --fps 10 # JSON animation timeline
surf page.read --ref e5 # Get specific element details
surf page.read --depth 3 # Limit tree depth
surf page.read --compact # Minimal output for LLM efficiency
surf page.read --max-bytes 2000 # Cap visible text at a UTF-8 byte boundary
surf page.text # Plain text content only
surf page.html --strip-scripts # Rendered HTML without scripts
surf page.save --selector "#artifact" --strip-scripts --output page.html # Save one static element
surf page.state # Modals, loading state, scroll info
Export Rendered HTML
Use page.html when the user wants a static copy of the current rendered DOM. This works for Claude artifact pages and ordinary web pages.
# Save the active page as HTML.
surf page.save --output page.html
# Save a Claude artifact or other preview page after it loads, without scripts.
surf wait.dom --stable 500
surf page.html --selector "#artifact" --strip-scripts > artifact.html
Use --selector <css> to export its matching element only. A selector miss fails with an error. --strip-scripts removes scripts from exported markup without changing the page. Without --selector, page.html exports the whole document with its doctype. page.html exports the selected frame when frame.switch is active. Use page.read first when you need refs or visible text.
Semantic Element Location
Find and act on elements by role, text, or label instead of refs:
# Find by ARIA role
surf locate.role button --name "Submit" --action click
surf locate.role textbox --name "Email" --action fill --value "test@example.com"
surf locate.role link --all # Return all matches
# Find by text content
surf locate.text "Sign In" --action click
surf locate.text "Accept" --exact --action click
# Find form field by label
surf locate.label "Username" --action fill --value "john"
surf locate.label "Password" --action fill --value "secret"
Actions: click, fill, hover, text (get text content)
Text Search
surf search "login" # Find text in page
surf search "Error" --case-sensitive # Case-sensitive
surf search "button" --limit 5 # Limit results
surf find "login" # Alias for search
Element Inspection
surf element.styles e5 # Get computed styles by ref
surf element.styles ".card" # Or by CSS selector
# Returns: font, color, background, border, padding, bounding box
Scrolling
surf scroll down 800 # Scroll down 800px
surf scroll up 400 # Scroll up 400px
surf scroll bottom # Scroll to bottom
surf scroll top # Scroll to top
surf scroll.bottom # Dot command form also works
surf scroll.top
surf scroll.to --ref e5 # Scroll element into view
surf scroll.info # Get scroll position
Waiting
surf wait 2 # Wait 2 seconds
surf wait.element ".loaded" # Wait for element
surf wait.network # Wait for network idle
surf wait.url "/success" # Wait for URL pattern
surf wait.dom --stable 100 # Wait for DOM stability
surf wait.load # Wait for page load complete
Dialog Handling
surf dialog.info # Get current dialog type/message
surf dialog.accept # Accept (OK)
surf dialog.accept --text "response" # Accept prompt with text
surf dialog.dismiss # Dismiss (Cancel)
Device/Network Emulation
# Network throttling
surf emulate.network slow-3g # Presets: slow-3g, fast-3g, 4g, offline
surf emulate.network reset # Disable throttling
# CPU throttling
surf emulate.cpu 4 # 4x slower
surf emulate.cpu 1 # Reset
# Device emulation (19 presets)
surf emulate.device "iPhone 14"
surf emulate.device "Pixel 7"
surf emulate.device --list # List available devices
# Custom viewport
surf emulate.viewport --width 1280 --height 720
surf emulate.touch --enable # Enable touch emulation
# Geolocation
surf emulate.geo --lat 37.7749 --lon -122.4194
surf emulate.geo --clear
Form Automation
surf page.read # Get element refs first
# Fill by ref
surf form.fill --data '[{"ref":"e1","value":"John"},{"ref":"e2","value":"john@example.com"}]'
# Checkboxes: true/false
surf form.fill --data '[{"ref":"e7","value":true}]'
# Dropdown selection
surf select e5 "Option A" # By value (default)
surf select e5 "Option A" "Option B" # Multi-select
surf select e5 --by label "Display Text" # By visible label
surf select e5 --by index 2 # By index (0-based)
File Upload
surf upload --ref e5 --files "/path/to/file.txt"
surf upload --ref e5 --files "/path/file1.txt,/path/file2.txt"
Iframe Handling
surf frame.list # List frames with IDs
surf frame.switch "FRAME_ID" # Switch to iframe context
surf frame.main # Return to main frame
surf frame.js --id "FRAME_ID" --code "return document.title"
# After frame.switch, subsequent commands target that frame:
surf frame.switch "iframe-1"
surf page.read # Reads iframe content
surf click e5 # Clicks in iframe
surf frame.main # Back to main page
Network Inspection
surf network # List captured requests
surf network --stream # Real-time network events
surf network.get --id "req-123" # Full request details
surf network.body --id "req-123" # Get response body
surf network.curl --id "req-123" # Generate curl command
surf network.origins # List origins with stats
surf network.stats # Capture statistics
surf network -vv --body-mode text --per-body-bytes 65536
surf network.export --har --output ./trace.har
surf network.clear # Clear captured requests
Response-body capture supports none, text, and all modes plus per-body and per-tab-session byte caps. HAR exports carry body completeness metadata. Persistent network state is private under ~/.surf/state/network/ by default; configure SURF_NETWORK_PATH in the native host environment to change it.
Console
surf console # Get console messages
surf console --stream # Real-time console
surf console --stream --level error # Errors only
JavaScript Execution
surf js "return document.title"
surf js "document.querySelector('.btn').click()"
Performance
surf perf.metrics # Current metrics snapshot
surf perf.start # Start trace
surf perf.stop # Stop and get results
Screenshots
surf screenshot # Auto-saves to /tmp/surf-snap-*.png
surf screenshot --output /tmp/shot.png # Save to specific file
surf screenshot --selector ".card" # Element only
surf screenshot --full-page # Full page scroll capture
surf screenshot --full-page /tmp/full.png # Full page saved to path
surf screenshot --no-save # Return base64 only, don't save file
Zoom
surf zoom # Get current zoom level
surf zoom 1.5 # Set zoom to 150%
surf zoom 1 # Reset to 100%
Cookies & Storage
surf cookie list # List cookies for current page
surf cookie list --domain .google.com
surf cookie set --name "token" --value "abc123"
surf cookie get "token"
surf cookie clear --all # Clear all cookies
surf cookie delete "token" # Clear one cookie
History & Bookmarks
surf history --query "github" --max 20
surf bookmarks --query "docs"
surf bookmark.add --url "https://..." --title "My Bookmark"
surf bookmark.remove
Health Checks & Smoke Tests
surf health --url "http://localhost:3000"
surf smoke --urls "http://localhost:3000" "http://localhost:3000/about"
surf smoke --urls "..." --screenshot /tmp/smoke
Workflows
Execute multi-step browser automation as a single command with smart auto-waits.
Inline Workflows
# Pipe-separated commands
surf do 'go "https://example.com" | click e5 | screenshot'
# Multi-step login flow
surf do 'go "https://example.com/login" | type "user@example.com" --selector "#email" | type "pass" --selector "#password" | click --selector "button[type=submit]"'
# Validate without executing
surf do 'go "url" | click e5' --dry-run
Named Workflows
Save workflows as JSON files in ~/.surf/workflows/ (user) or ./.surf/workflows/ (project):
# List available workflows
surf workflow.list
# Show workflow details
surf workflow.info my-workflow
# Run by name with arguments
surf do my-workflow --email "user@example.com" --password "secret"
# Validate workflow file
surf workflow.validate workflow.json
Workflow JSON Format
{
"name": "Login Flow",
"description": "Automate login process",
"args": {
"email": { "required": true },
"password": { "required": true },
"url": { "default": "https://example.com/login" }
},
"steps": [
{ "tool": "navigate", "args": { "url": "%{url}" } },
{ "tool": "type", "args": { "text": "%{email}", "selector": "input[name=email]" } },
{ "tool": "type", "args": { "text": "%{password}", "selector": "input[name=password]" } },
{ "tool": "click", "args": { "selector": "button[type=submit]" } },
{ "tool": "screenshot", "args": {}, "as": "result" }
]
}
Loops and Step Outputs
{
"steps": [
// Capture step output for later use
{ "tool": "js", "args": { "code": "return [1,2,3]" }, "as": "items" },
// Fixed iterations
{ "repeat": 5, "steps": [
{ "tool": "click", "args": { "ref": "e5" } }
]},
// Iterate over array
{ "each": "%{items}", "as": "item", "steps": [
{ "tool": "js", "args": { "code": "console.log('%{item}')" } }
]},
// Repeat until condition
{ "repeat": 20, "until": { "tool": "js", "args": { "code": "return done" } }, "steps": [...] }
]
}
Workflow Options
--file, -f <path> # Load from JSON file
--dry-run # Parse and validate without executing
--on-error stop|continue # Error handling (default: stop)
--step-delay <ms> # Delay between steps (default: 100, 0 to disable)
--no-auto-wait # Disable automatic waits
--json # Structured JSON output
Auto-waits: Commands automatically wait for completion:
- Navigation (
go,back,forward) → waits for page load - Clicks, key presses, form fills → waits for DOM stability
- Tab switches → waits for tab to load
Why use do? Instead of 6-8 separate CLI calls with LLM orchestration between each, a workflow executes deterministically. Faster, cheaper, and more reliable.
Playbooks
Use surf do for a direct command sequence. Use a playbook for a reusable site capability with provenance, browser-session network execution, workflow fallback, and write-safety policy.
surf playbook list
surf pb show page
surf pb ops page
surf use page read --json
Resolution order is project (./.surf/playbooks/), user (~/.surf/playbooks/), then built-in. Provider compatibility commands stay on their validated command paths until provider playbooks have real login-flow validation. A write op requires --write; Surf records semantic intent before dispatch so a timeout or concurrent retry cannot silently double-submit.
Author from redacted recent activity when it contains only read/navigation behavior, or use an explicit record for richer evidence:
surf pb suggest --since 1h
surf pb save example --op read --from-recent 1h
surf pb record start example --op read --network --watch
surf pb record mark "loaded results"
surf pb record stop --draft
surf pb save --from-record <record-id>
surf pb trace export --from-record <record-id> --har ./trace.har
surf pb export example --out ./example-playbook
surf pb import ./example-playbook
Records, trace slices, receipts, and the bounded activity journal are private Surf state. Inputs and authentication headers are redacted by default. Use --include-input-values only when the saved values are necessary and acceptable.
Client projections replay a validated read endpoint and never embed captured browser credentials:
surf pb client derive example --op read --from-record <record-id> --request-id <request-id> --out ./client
surf pb client export example --op read --out ./client
surf pb client verify ./client
Error Diagnostics
# Auto-capture screenshot + console on failure
surf wait.element ".missing" --auto-capture --timeout 2000
# Saves to /tmp/surf-error-*.png
Common Options
--tab-id <id> # Target specific tab
--window-id <id> # Target specific window
--json # Raw JSON output
--auto-capture # Screenshot + console on error
--timeout <ms> # Override default timeout
Tips
- First CDP operation is slow (~5-8s) - debugger attachment overhead, subsequent calls fast
- Use refs from page.read for reliable element targeting over CSS selectors
- JS method for contenteditable - Modern editors (ChatGPT, Claude, Notion) need
--method js - Named tabs for workflows -
tab.name appthentab.switch app - Auto-capture for debugging -
--auto-capturesaves diagnostics on failure - AI tools use browser session - Must be logged into the service (ChatGPT, Gemini, Perplexity, Grok, AI Studio), no API keys needed
- Grok validation - Run
surf grok --validateif queries fail to check UI changes - Long timeouts for reasoning-heavy models - ChatGPT o1 and Grok Expert can take 60+ seconds. AI Studio builds default to 600s.
- AI Studio for unrestricted Gemini -
surf aistudiogives less filtered responses thansurf geminifor the same models - Use
surf dofor multi-step tasks - Reduces token overhead and improves reliability - Dry-run workflows first -
surf do '...' --dry-runvalidates without executing - Window isolation - Use
window.new+--window-idor--tab-idto keep agent work separate from your browsing - Request lock - Non-streaming browser CLI requests serialize per socket; use
--no-lockonly when you intentionally want to bypass it - Native host diagnostics - If commands fail with socket/native-host errors, run
surf doctororsurf doctor --browser allbefore guessing at reinstall steps - HTML export - Use
surf page.html > artifact.htmlto save Claude artifacts or any rendered page as static HTML - Animation capture - Use
surf record --duration 2000 --fps 10 --output /tmp/anim.gifwhen the agent needs to see motion; useanimate-auditfor numeric timelines andperf-auditfor jank/layout-shift snapshots - Hard isolation - Use separate browser/profile instances plus separate
SURF_SOCKETvalues when agents must not share a host or target - Semantic locators -
locate.role,locate.text,locate.labelfor more robust element finding - Frame context - Use
frame.switchbefore interacting with iframe content
Socket API
For programmatic access:
echo '{"type":"tool_request","method":"execute_tool","params":{"tool":"tab.list","args":{}},"id":"1"}' | nc -U /tmp/surf.sock