Browser Automation with gsd-browser

Critical Rules

1. The daemon auto-starts on browser commands. daemon health only reports state; it does not start a session. Use daemon start only when you want to pre-warm or verify daemon lifecycle explicitly.
2. Always re-snapshot after page changes. Refs are versioned (@v1:e1). After navigation, form submission, or dynamic content loading, old refs are stale. Run gsd-browser snapshot to get fresh refs.
3. Use --json when parsing output. Use text mode when reading output yourself. Use --json when you need to extract values programmatically (e.g., checking assertion results, parsing snapshot refs).
4. Positional args have no flag prefix. Commands like click, type, hover take positional args — do NOT add --selector. See exact syntax in command reference below.
5. Use batch for atomic multi-step flows. Batch reduces round trips and keeps pass/fail checks in one call. Use separate commands when you need intermediate output (e.g., snapshot to discover refs).
6. Use view when the user wants to watch or direct the browser. The live viewer is an authenticated local workbench with Control, Annotate, Record, and Sensitive modes. Keep CLI commands on the same named session.

Core Workflow

Every browser automation follows this pattern:

1. Navigate: gsd-browser navigate <url>
2. Snapshot: gsd-browser snapshot (get versioned refs like @v1:e1, @v1:e2)
3. Interact: Use refs to click, fill, hover
4. Re-snapshot: After navigation or DOM changes, get fresh refs

gsd-browser navigate https://example.com/form
gsd-browser snapshot
# Output: @v1:e1 [input type="email"], @v1:e2 [input type="password"], @v1:e3 [button] "Submit"

gsd-browser fill-ref @v1:e1 "user@example.com"
gsd-browser fill-ref @v1:e2 "password123"
gsd-browser click-ref @v1:e3
gsd-browser wait-for --condition network_idle
gsd-browser snapshot  # REQUIRED — old refs are now stale

Command Chaining

Commands can be chained with && in a single shell invocation. Browser state also persists across separate invocations through the background daemon when you stay on the same session.

# Chain navigate + wait + snapshot
gsd-browser navigate https://example.com && gsd-browser wait-for --condition network_idle && gsd-browser snapshot

# Chain multiple interactions
gsd-browser fill-ref @v1:e1 "user@example.com" && gsd-browser fill-ref @v1:e2 "password123" && gsd-browser click-ref @v1:e3

When to chain: Use && when you don't need intermediate output. Run commands separately when you need to parse output first (e.g., snapshot to discover refs, then interact).

---

Command Reference

Argument syntax: <arg> = required positional, [arg] = optional positional, --flag = named option. Do NOT add -- prefix to positional args.

Navigation

gsd-browser navigate <url>                        # Navigate to a URL
gsd-browser back                                   # Go back in browser history
gsd-browser forward                                # Go forward in browser history
gsd-browser reload                                 # Reload the current page

Interaction

All selectors are positional — do NOT use --selector.

# Click
gsd-browser click <selector>                       # Click by CSS selector
gsd-browser click --x 100 --y 200                  # Click by coordinates (no selector)

# Type — positional: <selector> <text>
gsd-browser type <selector> <text>                 # Atomic fill (replaces content)
gsd-browser type <selector> <text> --slowly        # Character-by-character
gsd-browser type <selector> <text> --clear-first   # Clear field before typing
gsd-browser type <selector> <text> --submit        # Press Enter after typing

# Other interaction — all positional selectors
gsd-browser press <key>                            # Press key: Enter, Escape, Tab, Meta+A
gsd-browser hover <selector>                       # Hover over element
gsd-browser scroll --direction down                # Scroll down 300px (default)
gsd-browser scroll --direction up --amount 500     # Scroll up 500px
gsd-browser select-option <selector> <option>      # Select dropdown by label or value
gsd-browser set-checked <selector> --checked       # Check checkbox/radio (omit --checked to uncheck)
gsd-browser drag <source-selector> <target-selector>  # Drag-and-drop
gsd-browser upload-file <selector> <file>...       # Set files on <input type="file">
gsd-browser set-viewport --preset mobile           # Preset: mobile, tablet, desktop, wide
gsd-browser set-viewport --width 1920 --height 1080  # Custom dimensions

Snapshot & Refs

Refs are versioned (@v1:e1, @v2:e3). The version increments each snapshot. Old refs become stale after page changes — always re-snapshot.

# Take snapshot
gsd-browser snapshot                               # Snapshot interactive elements, assign refs
gsd-browser snapshot --selector "form"             # Scope to a CSS selector
gsd-browser snapshot --mode <mode>                 # Semantic mode (see below)
gsd-browser snapshot --limit 80                    # Increase element limit (default: 40)

# Use refs — all positional
gsd-browser get-ref <ref>                          # Get metadata for a ref
gsd-browser click-ref <ref>                        # Click element by ref
gsd-browser hover-ref <ref>                        # Hover element by ref
gsd-browser fill-ref <ref> <text>                  # Type into element by ref

Snapshot modes (--mode):

Mode	What it captures
interactive	Buttons, inputs, links, selects (default)
form	Form fields with labels and current values
dialog	Elements inside open dialogs/modals
navigation	Links and nav elements
errors	Error messages, validation warnings
headings	Heading elements (h1-h6) for page structure
visible_only	All visible elements regardless of interactivity

Inspection

gsd-browser accessibility-tree                     # Full accessibility tree (roles, names, states)
gsd-browser find --text "Sign In"                  # Find elements by text (case-insensitive)
gsd-browser find --role button                     # Find by ARIA role
gsd-browser find --selector ".my-class"            # Find by CSS selector
gsd-browser find --role link --limit 50            # Increase limit (default: 20)
gsd-browser page-source                            # Get raw HTML of page
gsd-browser page-source --selector "main"          # Scoped HTML source
gsd-browser eval '<js-expression>'                 # Evaluate JavaScript in page context

Assertions

Run explicit pass/fail checks against the current page state. Prefer this over inferring success from output.

gsd-browser assert --checks '[
  {"kind": "url_contains", "text": "/dashboard"},
  {"kind": "text_visible", "text": "Welcome"},
  {"kind": "selector_visible", "selector": "#user-menu"},
  {"kind": "value_equals", "selector": "input[name=email]", "value": "user@test.com"},
  {"kind": "no_console_errors"},
  {"kind": "no_failed_requests"}
]'

Assertion kinds (17): url_contains, text_visible, text_hidden, selector_visible, selector_hidden, value_equals, checked, no_console_errors, no_failed_requests, request_url_seen, response_status, console_message_matches, network_count, console_count, element_count, no_console_errors_since, no_failed_requests_since.

Batch Execution

Execute multiple steps in one call to reduce round trips. Stops on first failure by default.

gsd-browser batch --steps '[
  {"action": "navigate", "url": "https://example.com"},
  {"action": "wait_for", "condition": "network_idle"},
  {"action": "click", "selector": "#login-btn"},
  {"action": "type", "selector": "input[name=email]", "text": "user@test.com"},
  {"action": "type", "selector": "input[name=password]", "text": "secret", "submit": true},
  {"action": "assert", "checks": [{"kind": "url_contains", "text": "/dashboard"}]}
]'

# With --summary-only to reduce output
gsd-browser batch --steps '[...]' --summary-only

Batch actions: navigate, click, type, key_press, wait_for, assert, click_ref, fill_ref.

Wait Conditions

gsd-browser wait-for --condition selector_visible --value "#content"
gsd-browser wait-for --condition selector_hidden --value ".spinner"
gsd-browser wait-for --condition url_contains --value "/dashboard"
gsd-browser wait-for --condition network_idle
gsd-browser wait-for --condition delay --value 2000
gsd-browser wait-for --condition text_visible --value "Success"
gsd-browser wait-for --condition text_hidden --value "Loading"
gsd-browser wait-for --condition request_completed --value "/api/data"
gsd-browser wait-for --condition console_message --value "ready"
gsd-browser wait-for --condition element_count --value ".item" --threshold ">=5"
gsd-browser wait-for --condition region_stable --value "#content"

# Custom timeout (default: 10000ms)
gsd-browser wait-for --condition selector_visible --value "#slow" --timeout 30000

Forms (Smart Fill)

Analyze forms and fill them by field label, name, placeholder, or aria-label — no selectors needed.

# Analyze form structure
gsd-browser analyze-form
gsd-browser analyze-form --selector "#signup-form"

# Fill by field identifiers (resolved: label -> name -> placeholder -> aria-label)
gsd-browser fill-form --values '{"Email": "a@b.com", "Password": "secret", "Country": "US"}'
gsd-browser fill-form --values '{"Email": "a@b.com"}' --submit  # Fill and click submit
gsd-browser fill-form --values '{"Email": "a@b.com"}' --selector "#login-form"

Intent-Based Interaction

Find and act on elements by semantic intent — no selectors or refs needed. Intents are predefined categories, not free-form text.

# Find top candidates for an intent (returns scored matches with selectors)
gsd-browser find-best --intent submit_form
gsd-browser find-best --intent accept_cookies
gsd-browser find-best --intent primary_cta --scope "#modal"

# Act: find best match and click/focus it in one call
gsd-browser act --intent submit_form
gsd-browser act --intent accept_cookies
gsd-browser act --intent fill_email

Intents (15):

Intent	Action	Description
submit_form	click	Submit buttons, form actions
close_dialog	click	Modal/dialog close buttons
primary_cta	click	Primary call-to-action elements
search_field	focus	Search inputs and searchboxes
next_step	click	Next/continue/proceed buttons
dismiss	click	Dismiss overlays, banners, toasts
auth_action	click	Login/signup/register buttons
back_navigation	click	Back/previous navigation links
fill_email	focus	Email input fields
fill_password	focus	Password input fields
fill_username	focus	Username/login input fields
accept_cookies	click	Cookie consent accept buttons
main_content	click	Main content area (<main>, <article>, semantic markup required)
pagination_next	click	Next page in pagination
pagination_prev	click	Previous page in pagination

Pages & Frames

Page and frame IDs are positional — do NOT use --id.

gsd-browser list-pages                             # List all open tabs
gsd-browser switch-page <id>                       # Switch to tab by ID (positional)
gsd-browser close-page <id>                        # Close a tab by ID (positional)

gsd-browser list-frames                            # List all frames (main + iframes)
gsd-browser select-frame --name "iframe-name"      # Select frame by name
gsd-browser select-frame --url-pattern "embed"     # Select frame by URL substring
gsd-browser select-frame --index 0                 # Select by index
gsd-browser select-frame --name main               # Return to main frame

Diagnostics

gsd-browser console                                # Get console log entries (clears buffer)
gsd-browser console --no-clear                     # Read without clearing
gsd-browser network                                # Get network log entries
gsd-browser dialog                                 # Get dialog events (alert, confirm, prompt)
gsd-browser timeline                               # Query the action timeline
gsd-browser session-summary                        # Diagnostic summary of current session
gsd-browser debug-bundle                           # Full debug bundle: screenshot + logs + timeline + a11y tree

Live Viewer & Workbench

The live viewer is a localhost screen-sharing and control surface for the active browser session. It prints or opens a tokenized URL bound to the session, viewer id, local origin, expiry, and capabilities. The viewer displays live frames, narrated action history, ref overlays, target rings, click ripples, failure markers, and page-following across navigation or tab changes.

gsd-browser view                                   # Open the live viewer
gsd-browser view --print-only                      # Print tokenized URL only
gsd-browser view --interactive                     # Interactive local workbench
gsd-browser view --history                         # Open history-focused viewer
gsd-browser view --history --print-only            # Print history URL only

gsd-browser goal "Find the checkout button"        # Set viewer goal banner
gsd-browser goal --clear                           # Clear goal banner

gsd-browser control-state                          # Show shared owner/mode/version
gsd-browser takeover                               # Give page input to the viewer
gsd-browser release-control                        # Return page input to the agent
gsd-browser pause                                  # Pause before next narrated action
gsd-browser resume                                 # Resume actions
gsd-browser step                                   # Allow one action, then pause
gsd-browser abort                                  # Abort next gated action
gsd-browser sensitive-on                           # Local human control with redaction
gsd-browser sensitive-off                          # Leave sensitive mode

Use one named session for the whole shared-screen flow:

gsd-browser --session demo navigate https://example.com
gsd-browser --session demo view --print-only
gsd-browser --session demo click "h1"

Viewer controls:

Control	Effect
Control	Forwards pointer, wheel, keyboard, text, and paste input to Chrome
Annotate	Creates point annotations without forwarding page input
Record	Starts or stops a local recording bundle
Sensitive	Keeps local viewer control active and applies redaction policy
Pause	Blocks agent page input
Resume	Allows actions to continue
Step	Allows one action, then returns to paused mode
Abort	Aborts the next gated action
Refs overlay	Shows or hides target boxes/labels

Keyboard shortcuts: Space pauses/resumes, Right Arrow steps, Escape aborts, R toggles refs.

Risky visible targets such as destructive labels, payment actions, OAuth grants, credential entry, file transfer, production/admin surfaces, and cross-origin navigation produce an approval banner. Approval dispatches the exact pending command stored by the daemon.

Annotations:

gsd-browser annotations
gsd-browser annotation-get <id>
gsd-browser annotation-clear <id>
gsd-browser annotation-clear --all
gsd-browser annotation-resolve <id>
gsd-browser annotation-export --output annotations.json
gsd-browser annotation-request "Select the button to restyle"

Recording bundles:

gsd-browser record-start --name checkout-bug
gsd-browser record-stop
gsd-browser record-pause
gsd-browser record-resume
gsd-browser recordings
gsd-browser recording-get <id>
gsd-browser recording-export <id> --output <path>
gsd-browser recording-discard <id>
gsd-browser recording-validate <id-or-path> --json

Viewer annotations and recording bundles are local daemon artifacts. Recording manifests use BrowserArtifactBundleV1, ordered JSONL events, redaction metadata, and local artifact directories under the browser state path.

Use --no-narration-delay for fast agent-only runs that keep narration events/history without lead-time sleeps:

gsd-browser --session demo --no-narration-delay click "h1"

Visual

gsd-browser screenshot                             # Screenshot to stdout (JPEG base64)
gsd-browser screenshot --output page.png           # Write to file
gsd-browser screenshot --format png                # Force PNG format
gsd-browser screenshot --full-page                 # Full scrollable page
gsd-browser screenshot --selector "#hero"          # Crop to element (always PNG)
gsd-browser screenshot --quality 50                # JPEG quality 1-100 (default: 80)

gsd-browser zoom-region --x 100 --y 200 --width 400 --height 300  # Capture region
gsd-browser zoom-region --x 0 --y 0 --width 200 --height 200 --scale 3  # Upscale

gsd-browser save-pdf                               # Save page as PDF (A4 default)
gsd-browser save-pdf --output report.pdf           # Custom output path
gsd-browser save-pdf --format Letter               # Page format: A4, Letter, Legal, Tabloid

Visual Regression

# First run: saves baseline screenshot
gsd-browser visual-diff --name "homepage"

# Subsequent runs: compare against baseline, report mismatch
gsd-browser visual-diff --name "homepage"
gsd-browser visual-diff --name "homepage" --threshold 0.05   # Stricter tolerance (0-1)
gsd-browser visual-diff --selector "#hero" --name "hero"     # Scope to element
gsd-browser visual-diff --name "homepage" --update-baseline  # Reset baseline

Structured Data Extraction

# Single item
gsd-browser extract --schema '{
  "type": "object",
  "properties": {
    "title": {"_selector": "h1", "_attribute": "textContent"},
    "price": {"_selector": ".price", "_attribute": "textContent"},
    "image": {"_selector": "img.product", "_attribute": "src"}
  }
}'

# Array of items
gsd-browser extract --selector ".product-card" --multiple --schema '{
  "type": "object",
  "properties": {
    "name": {"_selector": "h3", "_attribute": "textContent"},
    "price": {"_selector": ".price", "_attribute": "textContent"}
  }
}'

Network Mocking

gsd-browser mock-route --url "**/api/users*" --body '[{"name":"Alice"}]' --status 200
gsd-browser mock-route --url "**/api/data" --body '{"ok":true}' --delay 3000  # Slow response
gsd-browser block-urls "**/analytics*" "**/ads*"   # Block URL patterns (positional)
gsd-browser clear-routes                           # Remove all mocks and blocks

Device Emulation

gsd-browser emulate-device <device-name>           # Full device emulation (positional)
gsd-browser emulate-device "iPhone 15"
gsd-browser emulate-device "Pixel 7"
gsd-browser emulate-device "iPad Pro 11"
gsd-browser emulate-device list                    # Show all available presets

Warning: Device emulation recreates the browser context — current page state and cookies are lost.

State & Auth

# Save/restore browser state (cookies, localStorage, sessionStorage)
gsd-browser save-state --name "logged-in"
gsd-browser restore-state --name "logged-in"

# Auth vault (encrypted credentials)
gsd-browser vault-save --profile github --url https://github.com/login \
  --username user --password "secret"
gsd-browser vault-login --profile github
gsd-browser vault-list                             # List profiles (no secrets shown)

Vault encryption requires GSD_BROWSER_VAULT_KEY env var set before the daemon starts. If the daemon is already running, stop it first, set the var, then run your vault command.

Tracing & Recording

gsd-browser trace-start                            # Start CDP performance trace
gsd-browser trace-start --name "checkout-flow"     # Named trace
gsd-browser trace-stop                             # Stop and write trace to disk
gsd-browser trace-stop --name "checkout.json"      # Custom output filename

gsd-browser har-export                             # Export network as HAR 1.2 JSON
gsd-browser har-export --filename "session.har"    # Custom output path

gsd-browser generate-test                          # Generate Playwright test from timeline
gsd-browser generate-test --name "login-flow" --output tests/login.spec.ts

Security

gsd-browser check-injection                        # Scan for prompt injection in page content
gsd-browser check-injection --include-hidden       # Include hidden/invisible text (default: true)

Action Cache

Reduce repeated element lookups by caching intent-to-selector mappings.

gsd-browser action-cache --action stats            # Show cache metrics
gsd-browser action-cache --action get --intent submit_form  # Look up cached selector
gsd-browser action-cache --action put --intent submit_form --selector "#submit-btn" --score 0.95
gsd-browser action-cache --action clear            # Flush cache

Daemon Management

The daemon auto-starts on browser commands. These are for explicit lifecycle control.

gsd-browser daemon stop                            # Stop daemon (idempotent — safe on dead processes)
gsd-browser daemon health                          # Health check (read-only, does not auto-start)
gsd-browser daemon start                           # Explicit start (pre-warm browser before commands)
gsd-browser update                                 # Install the current release

---

Global Options

Available on all commands:

Flag	Description
--json	Output as JSON (use when parsing output programmatically)
--browser-path <path>	Path to Chrome/Chromium binary
--cdp-url <url>	Attach to an already-running Chrome (e.g. http://localhost:9222)
--session <name>	Named session for parallel browser instances
--no-narration-delay	Skip narration lead-time sleeps while keeping history/events

---

Error Recovery

Stale refs

Error: resolve_ref: JS evaluation failed: ref @v1:e3 not found

Refs become stale after page changes. Fix: re-snapshot and use the new version.

gsd-browser snapshot        # Get fresh refs (@v2:eN)
gsd-browser click-ref @v2:e1

Click/type timeouts

Error: click timed out after 10s for: #submit-btn

The element may not be visible, may be behind an overlay, or may not exist. Try:

gsd-browser find --selector "#submit-btn"          # Verify element exists
gsd-browser scroll --direction down                # Scroll it into view
gsd-browser wait-for --condition selector_visible --value "#submit-btn"  # Wait for it
gsd-browser click "#submit-btn"                    # Retry

Empty console/network logs

Console and network buffers start fresh each navigation. If you need logs from a specific action, check them before navigating away:

gsd-browser navigate https://example.com
gsd-browser eval "fetch('/api/data')"
gsd-browser network                                # Check network BEFORE navigating away

Cookie banners / overlays blocking interaction

Many sites show consent banners that block clicks. Dismiss them first:

gsd-browser act --intent accept_cookies            # Auto-find and click accept button
gsd-browser act --intent dismiss                   # Or dismiss generic overlays

Session is stopped, unhealthy, or opens a fresh blank page

If daemon health reports stopped or unhealthy, or a named session no longer has the page you expected, that session does not currently map to a live daemon/browser pair.

gsd-browser --session site1 daemon health
gsd-browser --session site1 daemon stop
gsd-browser --session site1 navigate https://example.com

Use the same --session value on every follow-up command. batch is still useful for atomic flows, but separate invocations are supported when the session is healthy.

Daemon won't start

Error: daemon did not start within 10s

Usually the session is unhealthy, startup exited early, or browser launch state is stale. Fix:

gsd-browser daemon health                          # Inspect current state
gsd-browser daemon stop                            # Clear the current session state
gsd-browser daemon start                           # Retry explicit startup

---

Common Patterns

Form Submission

gsd-browser navigate https://example.com/signup
gsd-browser analyze-form                           # Discover field labels and types
gsd-browser fill-form --values '{"Full Name": "Jane Doe", "Email": "jane@example.com", "State": "California"}' --submit
gsd-browser wait-for --condition network_idle
gsd-browser assert --checks '[{"kind": "text_visible", "text": "Welcome"}]'

Login Flow (Refs)

gsd-browser navigate https://app.example.com/login
gsd-browser act --intent accept_cookies            # Dismiss cookie banner if present
gsd-browser snapshot
# Read snapshot output to find email, password, and submit refs
gsd-browser fill-ref @v1:e1 "$USERNAME"
gsd-browser fill-ref @v1:e2 "$PASSWORD"
gsd-browser click-ref @v1:e3
gsd-browser wait-for --condition url_contains --value "/dashboard"
gsd-browser save-state --name "myapp-auth"         # Save for reuse

Login Flow (Vault)

# Save credentials once (encrypted at rest)
gsd-browser vault-save --profile myapp \
  --url https://app.example.com/login \
  --username user@example.com \
  --password "$PASSWORD"

# Login in any future session
gsd-browser vault-login --profile myapp
gsd-browser wait-for --condition url_contains --value "/dashboard"

Reuse Saved Auth

gsd-browser restore-state --name "myapp-auth"
gsd-browser navigate https://app.example.com/dashboard  # Already logged in

Data Scraping

gsd-browser navigate https://example.com/products
gsd-browser extract --selector ".product" --multiple --schema '{
  "type": "object",
  "properties": {
    "name": {"_selector": ".title", "_attribute": "textContent"},
    "price": {"_selector": ".price", "_attribute": "textContent"},
    "link": {"_selector": "a", "_attribute": "href"}
  }
}'

Visual Regression Testing

# Establish baseline (first run)
gsd-browser navigate https://example.com
gsd-browser visual-diff --name "home-page"

# Later: compare current state
gsd-browser navigate https://example.com
gsd-browser visual-diff --name "home-page"
# Output: similarity %, diff pixel count, diff image path

Network Mocking for Testing

gsd-browser mock-route --url "**/api/users" --body '{"error":"server error"}' --status 500
gsd-browser navigate https://app.example.com
gsd-browser assert --checks '[{"kind": "text_visible", "text": "Something went wrong"}]'
gsd-browser clear-routes                           # Clean up mocks

Parallel Sessions

gsd-browser --session site1 navigate https://site-a.com
gsd-browser --session site2 navigate https://site-b.com

gsd-browser --session site1 snapshot
gsd-browser --session site2 snapshot

# Clean up both
gsd-browser --session site1 daemon stop
gsd-browser --session site2 daemon stop

Performance Audit

gsd-browser navigate https://example.com
gsd-browser trace-start --name "perf-audit"
# ... interact with the page ...
gsd-browser trace-stop --name "perf-audit.json"
gsd-browser har-export --filename "network.har"

Prompt Injection Scanning

gsd-browser navigate https://untrusted-page.com
gsd-browser check-injection
# Returns severity-rated findings for visible and hidden injection patterns

---

Configuration

Config Files (TOML)

gsd-browser loads config with 5-layer merge precedence:

1. Compiled defaults
2. User config: ~/.gsd-browser/config.toml
3. Project config: ./gsd-browser.toml
4. Environment variables: GSD_BROWSER_*
5. CLI flags (highest priority)

Example gsd-browser.toml:

[browser]
path = "/usr/bin/chromium"

[daemon]
port = 9222
host = "127.0.0.1"

[screenshot]
quality = 90
format = "png"
full_page = false

[settle]
timeout_ms = 500
poll_ms = 40
quiet_window_ms = 100

[logs]
max_buffer_size = 1000

[artifacts]
dir = "./browser-artifacts"

[timeline]
max_entries = 500

Environment Variables

Supported config overrides use GSD_BROWSER_<SECTION>_<FIELD> naming:

GSD_BROWSER_BROWSER_PATH=/usr/bin/chromium
GSD_BROWSER_DAEMON_PORT=9223
GSD_BROWSER_SCREENSHOT_QUALITY=90
GSD_BROWSER_SETTLE_TIMEOUT_MS=1000
GSD_BROWSER_VAULT_KEY=your-encryption-key

---

Session Cleanup

Always stop the daemon when done to avoid leaked Chrome processes:

gsd-browser daemon stop

For parallel sessions:

gsd-browser --session agent1 daemon stop
gsd-browser --session agent2 daemon stop