Full rewrite covering the gstack browser surface as of v1.19.0.0. Up from 488 to 1,299 lines, 26 top-level sections. Adds previously-undocumented subsystems: - The productivity loop: /scrape + /skillify with D1 (provenance guard), D2 (final-attempt-only synthesis), D3 (atomic-write discipline) contracts. - Browser-skills runtime: anatomy, three-tier storage, scoped tokens, trust model (capability + env axes), sibling SDK distribution, atomic-write helper, bundled hackernews-frontpage reference. - Domain-skills: per-site agent notes with quarantined → active → global state machine and the L4-classifier auto-promotion gate. - Pair-agent: dual-listener architecture, 26-command tunnel allowlist, canDispatchOverTunnel pure gate, three token types (root, setup key, scoped), denial log path + salt model. - Security stack L1-L6: layer table, thresholds (BLOCK/WARN/LOG_ONLY/ SOLO_CONTENT_BLOCK), ensemble rule, classifier model paths, env knobs. - Side Panel deep dive: Terminal pane (Claude PTY) as the primary surface with Activity/Refs/Inspector as debug overlays, WS auth via Sec-WebSocket-Protocol, gstackInjectToTerminal cross-pane plumbing. - CDP escape hatch: $B cdp deny-default allowlist, $B inspect CSS inspector, $B ux-audit page structure extraction. - Meta commands previously undocumented: tabs/frames/state/watch/inbox/ tab-each, with usage and storage paths. - Authentication: three token types with lifetimes, SSE session cookie, PTY session cookie, token registry behavior. - Full source map: 30+ file inventory of browse/src/ vs the old 11-file list. Preserves from before: architecture diagram, daemon lifecycle, snapshot ref staleness, screenshot modes, goto file:// vs load-html semantics, batch endpoint, JS await wrapping, env vars, performance numbers vs MCP, Playwright acknowledgments, dev guide. Cross-links to ARCHITECTURE.md, CLAUDE.md, docs/REMOTE_BROWSER_ACCESS.md, docs/designs/BROWSER_SKILLS_V1.md, scrape/SKILL.md, skillify/SKILL.md, TODOS.md so anyone landing on BROWSER.md can navigate to the load-bearing companion docs. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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Browser — Complete Reference
gstack's browser surface in one document. Headless Chromium daemon, ~70+ commands, ref-based element selection, codifiable browser-skills, real-browser mode with a Chrome side panel, an in-sidebar Claude PTY, an ngrok pair-agent flow, and a layered prompt-injection defense — all behind a compiled CLI that prints plain text to stdout. ~100-200ms per call. Zero context-token overhead.
If you've used gstack in the last release or two, the productivity loop is the
new headline: /scrape <intent> drives a page once, /skillify codifies the
flow into a deterministic Playwright script, and the next /scrape on the
same intent runs in ~200ms instead of ~30 seconds of agent re-exploration.
Quick start
# One-time: build the binary (browse/dist/browse, ~58MB)
bun install && bun run build
# Set $B once and forget about it
B=./browse/dist/browse # or ~/.claude/skills/gstack/browse/dist/browse
# Drive a page
$B goto https://news.ycombinator.com
$B snapshot -i # @e refs you can click/fill/inspect later
$B click @e30 # click ref 30 from the snapshot
$B text # get clean page text
$B screenshot /tmp/hn.png
# Codify a repeated flow
/scrape latest hacker news stories
/skillify # writes ~/.gstack/browser-skills/hn-front/...
/scrape hacker news front page # second call: 200ms via the codified skill
# Watch Claude work in real time
$B connect # headed Chromium + Side Panel extension
Table of contents
- What it is
- The productivity loop —
/scrape+/skillify - Architecture
- Command reference
- Snapshot system + ref-based selection
- Browser-skills runtime
- Domain-skills (per-site agent notes)
- Real-browser mode (
$B connect) - Side Panel + sidebar agent
- Pair-agent — remote agents over an ngrok tunnel
- Authentication + tokens
- Prompt-injection security stack (L1–L6)
- Screenshots, PDFs, visual inspection
- Local HTML —
goto file://vsload-html - Batch endpoint
- Console, network, dialog capture
- JS execution —
js+eval - Tabs, frames, state, watch, inbox
- CDP escape hatch + CSS inspector
- Performance + scale
- Multi-workspace isolation
- Environment variables
- Source map
- Development + testing
- Cross-references
- Acknowledgments
What it is
A compiled CLI binary that talks to a persistent local Chromium daemon over HTTP. The CLI is a thin client — it reads a state file, sends a command, prints the response to stdout. The daemon does the real work via Playwright.
Everything that was a Chrome MCP server in the early days now happens through plain stdout. No JSON-schema framing, no protocol negotiation, no persistent WebSocket — Claude's Bash tool already exists, so we use it.
Three escalating modes:
- Headless (default). Daemon runs Chromium with no visible window. Fastest,
cheapest, what skills like
/qa,/design-review,/benchmarkuse by default. - Headed via
$B connect. Same daemon, but Chromium is visible (rebranded as "GStack Browser") with the Side Panel extension auto-loaded. You watch every command tick through in real time. - Pair-agent over a tunnel. Daemon binds a second listener that ngrok forwards. A remote agent (Codex, OpenClaw, Hermes, anything that can speak HTTP) drives your local browser through a 26-command allowlist with a scoped, single-use token.
The productivity loop
The shipped headline of v1.19.0.0. Two gstack skills wrap the browser-skills runtime so the second time you ask Claude to scrape a page, it runs in ~200ms.
/scrape <intent>
One entry point for pulling page data. Three paths under the hood:
- Match path (~200ms) — agent runs
$B skill list, semantically matches the intent against each skill'striggers:array +description+host, and runs$B skill run <name>if a confident match exists. - Prototype path (~30s) — no match, agent drives the page with
$B goto,$B text,$B html,$B links, etc., returns the JSON, and appends a one-line "say/skillify" suggestion. - Mutating-intent refusal — verbs like submit, click, fill route
to
/automate(Phase 2b, P0 inTODOS.md)./scrapeis read-only by contract.
/skillify
Codifies the most recent successful /scrape prototype into a permanent
browser-skill on disk. Eleven steps, three locked contracts:
- D1 — Provenance guard. Walks back ≤10 agent turns for a clearly-bounded
/scraperesult. Refuses with one specific message if cold. No silent synthesis from chat fragments. - D2 — Synthesis input slice. Extracts ONLY the final-attempt
$Bcalls that produced the JSON the user accepted, plus the user's intent string. Drops failed selectors, drops chat, drops earlier-session content. - D3 — Atomic write. Stages everything to
~/.gstack/.tmp/skillify-<spawnId>/, runs$B skill testagainst the temp dir, and only renames into the final tier path on test pass + user approval. Test fail or rejection:rm -rfthe temp dir entirely. No half-written skill ever appears in$B skill list.
Mutating-flow sibling /automate is split out as P0 in TODOS.md and ships
on the next branch — same skillify machinery, per-mutating-step confirmation
gate when running non-codified.
See docs/designs/BROWSER_SKILLS_V1.md
for the full design + decision trail.
Architecture
┌─────────────────────────────────────────────────────────────────┐
│ Claude Code │
│ │
│ $B goto https://staging.myapp.com │
│ │ │
│ ▼ │
│ ┌──────────┐ HTTP POST ┌──────────────┐ │
│ │ browse │ ──────────────── │ Bun HTTP │ │
│ │ CLI │ 127.0.0.1:rand │ daemon │ │
│ │ │ Bearer token │ │ │
│ │ compiled │ ◄────────────── │ Playwright │──── Chromium │
│ │ binary │ plain text │ API calls │ (headless │
│ └──────────┘ └──────────────┘ or headed) │
│ ~1ms startup persistent daemon │
│ auto-starts on first call │
│ auto-stops after 30 min idle │
└─────────────────────────────────────────────────────────────────┘
Daemon lifecycle
- First call. CLI checks
<project>/.gstack/browse.jsonfor a running server. None found — it spawnsbun run browse/src/server.tsin the background. Daemon launches headless Chromium via Playwright, picks a random port (10000–60000), generates a bearer token, writes the state file (chmod 600), starts accepting requests. ~3 seconds. - Subsequent calls. CLI reads the state file, sends an HTTP POST with the bearer token, prints the response. ~100-200ms round trip.
- Idle shutdown. After 30 minutes of no commands, daemon shuts down and cleans up the state file. Next call restarts it.
- Crash recovery. If Chromium crashes, the daemon exits immediately — no self-healing, don't hide failure. CLI detects the dead daemon on the next call and starts a fresh one.
Multi-workspace isolation
Each project root (detected via git rev-parse --show-toplevel) gets its
own daemon, port, state file, cookies, and logs. No cross-workspace
collisions. State at <project>/.gstack/browse.json.
| Workspace | State file | Port |
|---|---|---|
/code/project-a |
/code/project-a/.gstack/browse.json |
random (10000–60000) |
/code/project-b |
/code/project-b/.gstack/browse.json |
random (10000–60000) |
Command reference
~70 commands across read, write, and meta. Selectors accept CSS, @e refs
from snapshot, or @c refs from snapshot -C. Full table:
Reading
| Command | Description |
|---|---|
text [sel] |
Clean page text (or scoped to a selector) |
html [sel] |
innerHTML, or full page HTML if no selector |
links |
All links as text → href |
forms |
Form fields as JSON |
accessibility |
Full ARIA tree |
media [--images|--videos|--audio] [sel] |
Media elements with URLs, dimensions, types |
data [--jsonld|--og|--meta|--twitter] |
Structured data: JSON-LD, OG, Twitter Cards, meta tags |
Inspection
| Command | Description |
|---|---|
js <expr> |
Run inline JavaScript expression in page context, return as string |
eval <file> |
Run JS from a file (path under /tmp or cwd; same sandbox as js) |
css <sel> <prop> |
Computed CSS value |
attrs <sel|@ref> |
Element attributes as JSON |
is <prop> <sel|@ref> |
State check: visible, hidden, enabled, disabled, checked, editable, focused |
console [--clear|--errors] |
Captured console messages |
network [--clear] |
Captured network requests |
dialog [--clear] |
Captured dialog messages |
cookies |
All cookies as JSON |
storage / storage set <key> <val> |
Read both localStorage + sessionStorage; set localStorage |
perf |
Page load timings |
inspect [sel] [--all] [--history] |
Deep CSS via CDP — full rule cascade, box model, computed styles |
ux-audit |
Page structure for behavioral analysis: site ID, nav, headings, text blocks, interactive elements |
cdp <Domain.method> [json-params] |
Raw CDP method dispatch (deny-default; allowlist in cdp-allowlist.ts) |
Navigation
| Command | Description |
|---|---|
goto <url> |
Navigate to URL (http://, https://, file://) |
load-html <file> |
Load local HTML in memory (no file:// URL; survives viewport scale changes) |
back, forward, reload |
Standard nav |
url |
Current page URL |
wait <sel|--networkidle|--load> |
Wait for element, network idle, or page load (15s timeout) |
Interaction
| Command | Description |
|---|---|
click <sel|@ref> |
Click element |
fill <sel> <val> |
Fill input |
select <sel> <val> |
Select dropdown option (value, label, or visible text) |
hover <sel> |
Hover element |
type <text> |
Type into focused element |
press <key> |
Playwright keyboard key (case-sensitive: Enter, Tab, ArrowUp, Shift+Enter, Control+A, ...) |
scroll [sel|@ref] |
Scroll element into view, or jump to page bottom if no selector |
viewport [<WxH>] [--scale <n>] |
Set viewport size + optional deviceScaleFactor 1-3 (retina screenshots) |
upload <sel> <file> [...] |
Upload file(s) |
dialog-accept [text] |
Auto-accept next alert/confirm/prompt; text is sent for prompts |
dialog-dismiss |
Auto-dismiss next dialog |
Style + cleanup
| Command | Description |
|---|---|
style <sel> <prop> <val> |
Modify CSS property (with undo support) |
style --undo [N] |
Undo last N style changes |
cleanup [--ads|--cookies|--sticky|--social|--all] |
Remove page clutter |
prettyscreenshot [--scroll-to <sel|text>] [--cleanup] [--hide <sel>...] [path] |
Clean screenshot with optional cleanup, scroll, hide |
Visual
| Command | Description |
|---|---|
screenshot [--selector <css>] [--viewport] [--clip x,y,w,h] [--base64] [sel|@ref] [path] |
Five modes: full page, viewport, element crop, region clip, base64 |
pdf [path] [--format letter|a4|legal] [...] |
PDF with full layout: format, width/height, margins, header/footer templates, page numbers, --tagged for accessibility, --toc waits for Paged.js |
responsive [prefix] |
Three screenshots: mobile (375x812), tablet (768x1024), desktop (1280x720) |
diff <url1> <url2> |
Text diff between two URLs |
Cookies + headers
| Command | Description |
|---|---|
cookie <name>=<value> |
Set cookie on current page domain |
cookie-import <json> |
Import cookies from JSON file |
cookie-import-browser [browser] [--domain d] |
Import from installed Chromium browsers (interactive picker, or --domain for direct import) |
header <name>:<value> |
Set custom request header (sensitive values auto-redacted) |
useragent <string> |
Set user agent (triggers context recreation, invalidates refs) |
Tabs + frames
| Command | Description |
|---|---|
tabs |
List open tabs |
tab <id> |
Switch to tab |
newtab [url] [--json] |
Open new tab; --json returns {tabId, url} for programmatic use |
closetab [id] |
Close tab |
tab-each <command> [args...] |
Fan out a command across every open tab; returns JSON |
frame <sel|@ref|--name n|--url pattern|main> |
Switch to iframe context (or back to main); clears refs |
Extraction
| Command | Description |
|---|---|
download <url|@ref> [path] [--base64] |
Download URL or media element using browser cookies |
scrape <images|videos|media> [--selector] [--dir] [--limit] |
Bulk download all media from page; writes manifest.json |
archive [path] |
Save complete page as MHTML via CDP |
Snapshot
| Command | Description |
|---|---|
snapshot [-i] [-c] [-d N] [-s sel] [-D] [-a] [-o path] [-C] |
Accessibility tree with @e refs; -i interactive only, -c compact, -d N depth, -s scope, -D diff vs previous, -a annotated screenshot, -C cursor-interactive @c refs |
Server lifecycle
| Command | Description |
|---|---|
status |
Daemon health + mode (headless / headed / cdp) |
stop |
Shut down daemon |
restart |
Restart daemon |
connect |
Launch headed GStack Browser with Side Panel extension |
disconnect |
Close headed Chrome, return to headless |
focus [@ref] |
Bring headed Chrome to foreground (macOS); @ref also scrolls into view |
state save|load <name> |
Save or load browser state (cookies + URLs) |
Handoff
| Command | Description |
|---|---|
handoff [reason] |
Open visible Chrome at current page for user takeover (CAPTCHA, MFA, complex auth) |
resume |
Re-snapshot after user takeover, return control to AI |
Meta + chains
| Command | Description |
|---|---|
chain (JSON via stdin) |
Run a sequence of commands. Pipe [["cmd","arg1",...],...] to $B chain. Stops at first error. |
inbox [--clear] |
List messages from sidebar scout inbox |
watch [stop] |
Passive observation — periodic snapshots while user browses; stop returns summary |
Browser-skills runtime
| Command | Description |
|---|---|
skill list |
List all browser-skills with resolved tier (project > global > bundled) |
skill show <name> |
Print SKILL.md |
skill run <name> [--arg k=v...] [--timeout=Ns] |
Spawn the skill script with a per-spawn scoped token |
skill test <name> |
Run the skill's script.test.ts against bundled fixtures |
skill rm <name> [--global] |
Tombstone a user-tier skill |
Domain-skills
| Command | Description |
|---|---|
domain-skill save|list|show|edit|promote-to-global|rollback|rm <host?> |
Per-site agent notes (host derived from active tab). Lifecycle: quarantined → active (after N=3 successful uses without classifier flag) → global (explicit promote) |
Aliases: setcontent, set-content, setContent → load-html (canonicalized
before scope checks, so a read-scoped token can't use the alias to run a
write command).
Snapshot system
The browser's key innovation is ref-based element selection built on Playwright's accessibility tree API. No DOM mutation. No injected scripts. Just Playwright's native AX API.
How @ref works
page.locator(scope).ariaSnapshot()returns a YAML-like accessibility tree.- The snapshot parser assigns refs (
@e1,@e2, ...) to each element. - For each ref, it builds a Playwright
Locator(usinggetByRole+ nth-child). - The ref→Locator map is stored on
BrowserManager. - Later commands like
click @e3look up the Locator and calllocator.click().
Ref staleness detection
SPAs can mutate the DOM without navigation (React router, tab switches,
modals). When this happens, refs collected from a previous snapshot may
point to elements that no longer exist. resolveRef() runs an async
count() check before using any ref — if the element count is 0, it throws
immediately with a message telling the agent to re-run snapshot. Fails fast
(~5ms) instead of waiting for Playwright's 30-second action timeout.
Extended snapshot features
--diff(-D). Stores each snapshot as a baseline. On the next-Dcall, returns a unified diff showing what changed. Use this to verify that an action (click, fill, etc.) actually worked.--annotate(-a). Injects temporary overlay divs at each ref's bounding box, takes a screenshot with ref labels visible, then removes the overlays. Use-o <path>to control the output.--cursor-interactive(-C). Scans for non-ARIA interactive elements (divs withcursor:pointer,onclick,tabindex>=0) usingpage.evaluate. Assigns@c1,@c2... refs with deterministicnth-childCSS selectors. These are elements the ARIA tree misses but users can still click.
Browser-skills runtime
Per-task directories that codify a repeated browser flow into a deterministic Playwright script. The compounding layer.
Anatomy of a browser-skill
browser-skills/<name>/
├── SKILL.md # frontmatter + prose contract
├── script.ts # deterministic Playwright-via-browse-client logic
├── _lib/browse-client.ts # vendored copy of the SDK (~3KB, byte-identical to canonical)
├── fixtures/<host>-<date>.html # captured page for fixture-replay tests
└── script.test.ts # parser tests against the fixture (no daemon required)
The bundled reference is browser-skills/hackernews-frontpage/: scrapes the
HN front page, returns 30 stories as JSON. Try it:
$B skill list # shows hackernews-frontpage (bundled)
$B skill show hackernews-frontpage
$B skill run hackernews-frontpage # JSON of 30 stories in ~200ms
$B skill test hackernews-frontpage # runs script.test.ts against fixture
Three-tier storage
$B skill list walks all three in priority order; first hit wins. Resolved
tier is printed inline next to each skill name:
| Tier | Path | When |
|---|---|---|
| Project | <project>/.gstack/browser-skills/<name>/ |
Project-specific skills (committed or gitignored) |
| Global | ~/.gstack/browser-skills/<name>/ |
Per-user skills, all projects |
| Bundled | <gstack-install>/browser-skills/<name>/ |
Ships with gstack, read-only |
Trust model
Two orthogonal axes — daemon-side capability and process-side env — independently configured.
| Axis | Mechanism | Default |
|---|---|---|
| Daemon-side capability | Per-spawn scoped token bound to read+write scope (browser-driving commands minus admin: eval, js, cookies, storage). Single-use clientId encodes skill name + spawn id. Revoked when spawn exits. |
Always scoped — never the daemon root token |
| Process-side env | trusted: true frontmatter passes process.env minus GSTACK_TOKEN. trusted: false (default) drops everything except a minimal allowlist (LANG, LC_ALL, TERM, TZ) and pattern-strips secrets (TOKEN/KEY/SECRET/PASSWORD, AWS_, ANTHROPIC_, OPENAI_, GITHUB_, etc.) |
Untrusted (must opt in) |
GSTACK_PORT and GSTACK_SKILL_TOKEN are injected last, so a parent process
can't override them.
Output protocol
stdout = JSON. stderr = streaming logs. Exit 0 / non-zero. Default 60s
timeout, override via --timeout=Ns. Max stdout 1MB (truncate + non-zero
exit if exceeded). Matches gh / kubectl / docker conventions.
How the SDK distribution works
Each skill ships its own copy of browse-client.ts at _lib/browse-client.ts,
byte-identical to the canonical browse/src/browse-client.ts. /skillify
copies the canonical SDK alongside every generated script. Each skill is
fully self-contained: copy the directory anywhere, it runs. Version drift
impossible — the SDK is frozen at the version the skill was authored against.
Atomic write discipline (/skillify D3)
browse/src/browser-skill-write.ts provides three primitives:
stageSkill(opts)— writes files to~/.gstack/.tmp/skillify-<spawnId>/<name>/with restrictive perms.commitSkill(opts)— atomicfs.renameSyncinto the final tier path. Refuses to follow symlinked staging dirs (lstatcheck), refuses to clobber existing skills, runsrealpathdiscipline on the tier root.discardStaged(stagedDir)—rm -rfthe staged dir + per-spawn wrapper. Idempotent. Called on test failure or approval rejection.
There is no "almost shipped" state. Tests pass + user approves = atomic rename. Tests fail or user rejects = staging vanishes.
See docs/designs/BROWSER_SKILLS_V1.md
for the full design rationale.
Domain-skills
Different mental model from browser-skills: agent-authored notes about a site (not deterministic scripts). One per hostname. Lifecycle:
domain-skill save <host>— agent writes a note about the site (e.g., "GitHub: PR creation needs--draftflag for non-staff", "X.com: timeline uses cursor pagination, not page numbers"). Default state: quarantined.- After N=3 successful uses without the L4 prompt-injection classifier flagging the note, it auto-promotes to active.
domain-skill promote-to-global <host>lifts it to the global tier (machine-wide, all projects).domain-skill rollback <host>demotes;domain-skill rm <host>tombstones.
The classifier flag is set automatically by the L4 prompt-injection scan; agents do not set it manually.
Storage:
- Per-project:
<project>/.gstack/domain-skills/<host>.md - Global:
~/.gstack/domain-skills/<host>.md
Source: browse/src/domain-skills.ts, domain-skill-commands.ts.
Real-browser mode
$B connect launches GStack Browser — a rebranded Chromium controlled by
Playwright with the Side Panel extension auto-loaded and anti-bot stealth
patches applied. You watch every command tick through a visible window in
real time.
$B connect # launches GStack Browser, headed
$B goto https://app.com # navigates in the visible window
$B snapshot -i # refs from the real page
$B click @e3 # clicks in the real window
$B focus # bring window to foreground (macOS)
$B status # shows Mode: cdp
$B disconnect # back to headless mode
The window has a subtle golden shimmer line at the top and a floating "gstack" pill in the bottom-right corner so you always know which Chrome window is being controlled.
What "GStack Browser" means
Not your daily Chrome — a Playwright-managed Chromium with custom branding
in the Dock and menu bar, anti-bot stealth (sites like Google and NYTimes
work without captchas), a custom user agent, and the gstack extension
pre-loaded via launchPersistentContext. Your regular Chrome with your tabs
and bookmarks stays untouched.
When to use headed mode
- QA testing where you want to watch Claude click through your app
- Design review where you need to see exactly what Claude sees
- Debugging where headless behavior differs from real Chrome
- Demos where you're sharing your screen
- Pair-agent sessions (the remote agent drives your local browser)
CDP-aware skills
When in real-browser mode, /qa and /design-review automatically skip
cookie import prompts and headless workarounds — the headed browser already
has whatever session you logged into.
Side Panel + sidebar agent
The Chrome extension that ships baked into GStack Browser shows a live
activity feed of every browse command in a Side Panel, plus @ref overlays
on the page, plus an interactive Claude PTY inside the sidebar.
The Terminal pane (the headline)
The Side Panel's primary surface is the Terminal pane — a live claude -p
PTY you can type into directly from the sidebar. Activity / Refs / Inspector
are debug overlays behind the footer's debug toggle. WebSocket auth uses
Sec-WebSocket-Protocol (browsers can't set Authorization on a WebSocket
upgrade), and the PTY session token is a 30-minute HttpOnly cookie minted
via POST /pty-session.
The toolbar's Cleanup button and the Inspector's "Send to Code" action both
pipe text into the live Claude PTY via window.gstackInjectToTerminal(text),
exposed by sidepanel-terminal.js. There's no separate /sidebar-command
POST — the live REPL is the only execution surface.
Activity feed
A scrolling feed of every browse command — name, args, duration, status,
errors. Shows up in real time as Claude works. Backed by SSE (/activity/stream)
that accepts the Bearer token OR the HttpOnly gstack_sse session cookie
(30-minute stream-scope cookie minted via POST /sse-session).
Refs tab
After $B snapshot, shows the current @ref list (role + name) so you can
see what Claude is targeting.
CSS Inspector
Powered by $B inspect (CDP-based). Click any element on the page to see the
full CSS rule cascade, computed styles, box model, and modification history.
The "Send to Code" button injects a description into the Claude PTY.
Sidebar architecture
| Component | Where it lives | Notes |
|---|---|---|
| Side Panel UI | extension/sidepanel.js, sidepanel-terminal.js |
Chrome extension surface |
| Background SW | extension/background.js |
Manages tab events, port management |
| Content script | extension/content.js |
Page overlays, gstack pill |
| Terminal agent | browse/src/terminal-agent.ts |
PTY spawn, lifecycle, auth |
| Sidebar utilities | browse/src/sidebar-utils.ts |
URL sanitization, helpers |
Before modifying any of these, read the comment block in CLAUDE.md under
"Sidebar architecture" — silent failures here usually trace to not understanding
the cross-component flow.
Manual install (for your regular Chrome)
If you want the extension in your everyday Chrome (not the Playwright-controlled one):
bin/gstack-extension # opens chrome://extensions, copies path to clipboard
Or do it manually: chrome://extensions → toggle Developer mode → Load
unpacked → navigate to ~/.claude/skills/gstack/extension → pin the
extension → enter the port from $B status.
Pair-agent
Remote AI agents (Codex, OpenClaw, Hermes, anything that speaks HTTP) can drive your local browser through an ngrok tunnel. The whole flow is gated by a 26-command allowlist, scoped tokens, and a denial log.
How it works
/pair-agent # generates a setup key, prints connection instructions
# Copy the instructions to the remote agent
# Remote agent runs:
# POST <tunnel-url>/connect with setup key → gets a scoped token (24h, single client)
# POST <tunnel-url>/command with token → runs allowed commands
Dual-listener architecture (v1.6.0.0+)
When pair-agent activates, the daemon binds two HTTP listeners:
- Local listener (
127.0.0.1:LOCAL_PORT). Full command surface. Never forwarded by ngrok. Used by your Claude Code, the Side Panel, anything on your machine. - Tunnel listener (
127.0.0.1:TUNNEL_PORT). Locked allowlist —/connect,/command(scoped tokens + 26-command browser-driving allowlist),/sidebar-chat. ngrok forwards only this port.
Root tokens sent over the tunnel return 403. SSE endpoints use a 30-minute
HttpOnly gstack_sse cookie (never valid against /command).
The 26-command tunnel allowlist
Defined in browse/src/server.ts as TUNNEL_COMMANDS. Pure gate function
canDispatchOverTunnel(command) is exported for unit testing. Set:
goto, click, text, screenshot, html, links, forms, accessibility,
attrs, media, data, scroll, press, type, select, wait, eval,
newtab, tabs, back, forward, reload, snapshot, fill, url, closetab
Notably absent: pair, unpair, cookies, setup, launch, restart,
stop, tunnel-start, token-mint, state, connect, disconnect. A
remote agent that tries them gets a 403 plus a fresh entry in the denial log.
Tunnel denial log
~/.gstack/security/attempts.jsonl — append-only, salted SHA-256 of source
- domain only (no raw IP, no full request body), rotates at 10MB with 5
generations. Per-device salt at
~/.gstack/security/device-salt(mode 0600).
See docs/REMOTE_BROWSER_ACCESS.md for the
full operator guide.
Tab ownership
Scoped tokens default to tabPolicy: 'own-only'. A paired agent can newtab
to create its own tab and drive that tab freely, but it can't goto, fill,
or click on tabs another caller owns. tabs lists ALL tab metadata (an
accepted tradeoff — see ARCHITECTURE.md), but text/html/snapshot content
of unowned tabs is blocked by ownership checks.
Authentication
Three token types, three lifetimes, three scopes.
| Token | Generated by | Lifetime | Scope |
|---|---|---|---|
| Root token | Daemon startup (random UUID) | Daemon process lifetime | Full command surface, local listener only — 403 over tunnel |
| Setup key | POST /pair |
5 minutes, one-time use | Single redemption: present at /connect, get a scoped token |
| Scoped token | POST /connect (with setup key) |
24 hours | Per-client, allowlist-bound, optionally tab-scoped |
The root token is written to <project>/.gstack/browse.json with chmod 600.
Every command that mutates browser state must include
Authorization: Bearer <token>.
SSE session cookie (v1.6.0.0+)
SSE endpoints (/activity/stream, /inspector/events) accept the Bearer
token OR a 30-minute HttpOnly gstack_sse cookie minted via
POST /sse-session. The ?token=<ROOT> query-param auth is no longer
supported. This is what lets the Chrome extension subscribe to the activity
feed without putting the root token in extension storage.
PTY session cookie
The Terminal pane uses a separate session cookie, gstack_pty, minted via
POST /pty-session. Different scope — can spawn / drive the live claude
PTY, can't dispatch arbitrary /command calls. /health endpoint MUST NOT
surface this token.
Token registry
browse/src/token-registry.ts handles mint/validate/revoke for all three
types, plus per-token rate limiting. Setup keys are single-use; scoped
tokens have a sliding 24h window; the root token is rotated on each daemon
startup.
Security stack
Layered defense against prompt injection. Every layer runs synchronously on
every user message and every tool output that could carry untrusted content
(Read, Glob, Grep, WebFetch, page text from $B).
| Layer | Module | Lives in |
|---|---|---|
| L1 Datamarking | content-security.ts |
both server + sidebar agent |
| L2 Hidden-element strip | content-security.ts |
both |
| L3 ARIA + URL blocklist + envelope wrapping | content-security.ts |
both |
| L4 TestSavantAI ML classifier (22MB ONNX) | security-classifier.ts |
sidebar-agent only* |
| L4b Claude Haiku transcript check | security-classifier.ts |
sidebar-agent only |
| L5 Canary token (session-exfil detection) | security.ts |
both — inject in compiled, check in agent |
L6 combineVerdict ensemble |
security.ts |
both |
* security-classifier.ts cannot be imported from the compiled browse
binary — @huggingface/transformers v4 requires onnxruntime-node which
fails to dlopen from Bun compile's temp extract dir. The compiled binary
runs L1–L3, L5, L6 only.
Thresholds
BLOCK: 0.85— single-layer score that would cause BLOCK if cross-confirmedWARN: 0.75— cross-confirm threshold. When L4 AND L4b both >= 0.75 → BLOCKLOG_ONLY: 0.40— gates transcript classifier (skip Haiku when all layers < 0.40)SOLO_CONTENT_BLOCK: 0.92— single-layer threshold for label-less content classifiers
Ensemble rule
BLOCK only when the ML content classifier AND the transcript classifier both report >= WARN. Single-layer high confidence degrades to WARN — this is the Stack Overflow instruction-writing FP mitigation. Canary leak always BLOCKs (deterministic).
Env knobs
GSTACK_SECURITY_OFF=1— emergency kill switch. Classifier stays off even if warmed. Canary is still injected; just the ML scan is skipped.GSTACK_SECURITY_ENSEMBLE=deberta— opt-in DeBERTa-v3 ensemble. Adds ProtectAI DeBERTa-v3-base-injection-onnx as L4c classifier. 721MB first-run download. With ensemble enabled, BLOCK requires 2-of-3 ML classifiers agreeing at >= WARN.- Classifier model cache:
~/.gstack/models/testsavant-small/(112MB, first run only) plus~/.gstack/models/deberta-v3-injection/(721MB, only when ensemble enabled). - Attack log:
~/.gstack/security/attempts.jsonl(salted SHA-256 + domain only, rotates at 10MB, 5 generations). - Per-device salt:
~/.gstack/security/device-salt(0600). - Session state:
~/.gstack/security/session-state.json(cross-process, atomic).
A shield icon in the sidebar header shows the live status. See ARCHITECTURE.md § "Prompt injection defense" for the full threat model.
Screenshots, PDFs, visual
Screenshot modes
| Mode | Syntax | Playwright API |
|---|---|---|
| Full page (default) | screenshot [path] |
page.screenshot({ fullPage: true }) |
| Viewport only | screenshot --viewport [path] |
page.screenshot({ fullPage: false }) |
| Element crop (flag) | screenshot --selector <css> [path] |
locator.screenshot() |
| Element crop (positional) | screenshot "#sel" [path] or screenshot @e3 [path] |
locator.screenshot() |
| Region clip | screenshot --clip x,y,w,h [path] |
page.screenshot({ clip }) |
Element crop accepts CSS selectors (.class, #id, [attr]) or @e/@c
refs. Tag selectors like button aren't caught by the positional
heuristic — use the --selector flag form.
--base64 returns data:image/png;base64,... instead of writing to disk —
composes with --selector, --clip, --viewport.
Mutual exclusion: --clip + selector, --viewport + --clip, and
--selector + positional selector all throw.
Retina screenshots — viewport --scale
viewport --scale <n> sets Playwright's deviceScaleFactor (context-level,
1–3 cap):
$B viewport 480x600 --scale 2
$B load-html /tmp/card.html
$B screenshot /tmp/card.png --selector .card
# .card at 400x200 CSS pixels → card.png is 800x400 pixels
--scale N alone (no WxH) keeps the current viewport size. Scale changes
trigger a context recreation, which invalidates @e/@c refs — rerun
snapshot after. HTML loaded via load-html survives the recreation via
in-memory replay. Rejected in headed mode (real browser controls scale).
PDF generation
pdf accepts the full Playwright surface plus a few additions:
- Layout:
--format letter|a4|legal,--width <dim>,--height <dim>,--margins <dim>,--margin-top/right/bottom/left <dim> - Structure:
--toc(waits for Paged.js if loaded),--outline,--tagged(PDF/A accessibility),--print-background,--prefer-css-page-size - Branding:
--header-template <html>,--footer-template <html>,--page-numbers - Tabs:
--tab-id <N>to render a specific tab - Large payloads:
--from-file <payload.json>(avoids shell argv limits)
Responsive screenshots
responsive [prefix] — three screenshots in one call: mobile (375x812),
tablet (768x1024), desktop (1280x720). Saves as {prefix}-mobile.png etc.
prettyscreenshot
Combines cleanup + scroll + element hide in one call:
$B prettyscreenshot --cleanup --scroll-to "hero section" --hide ".cookie-banner" /tmp/clean.png
Local HTML
Two ways to render HTML that isn't on a web server:
| Approach | When | URL after | Relative assets |
|---|---|---|---|
goto file://<abs-path> |
File already on disk | file:///... |
Resolve against file's directory |
goto file://./<rel>, goto file://~/<rel> |
Smart-parsed to absolute | file:///... |
Same |
load-html <file> |
HTML generated in memory, no parent-dir context needed | about:blank |
Broken (self-contained HTML only) |
Both are scoped to files under cwd or $TMPDIR via the same safe-dirs
policy as eval. file:// URLs preserve query strings and fragments (SPA
routes work).
load-html has an extension allowlist (.html, .htm, .xhtml, .svg) and
a magic-byte sniff to reject binary files mis-renamed as HTML. 50MB size cap
(override via GSTACK_BROWSE_MAX_HTML_BYTES).
load-html content survives later viewport --scale calls via in-memory
replay (TabSession tracks the loaded HTML + waitUntil). The replay is
purely in-memory — HTML is never persisted to disk via state save to
avoid leaking secrets or customer data.
Batch endpoint
POST /batch sends multiple commands in a single HTTP request. Eliminates
per-command round-trip latency — critical for remote agents over ngrok where
each HTTP call costs 2-5s.
POST /batch
Authorization: Bearer <token>
{
"commands": [
{"command": "text", "tabId": 1},
{"command": "text", "tabId": 2},
{"command": "snapshot", "args": ["-i"], "tabId": 3},
{"command": "click", "args": ["@e5"], "tabId": 4}
]
}
Each command routes through handleCommandInternal — full security pipeline
(scope checks, domain validation, tab ownership, content wrapping) enforced
per command. Per-command error isolation: one failure doesn't abort the
batch. Max 50 commands per batch. Nested batches rejected. Rate limiting:
1 batch = 1 request against the per-agent limit.
Pattern: agent crawling 20 pages opens 20 tabs (individual newtab or
batch), then POST /batch with 20 text commands → 20 page contents in
~2-3 seconds total vs ~40-100 seconds serial.
Capture
Console, network, and dialog events flow into O(1) circular buffers (50,000
capacity each), flushed to disk asynchronously via Bun.write():
- Console:
.gstack/browse-console.log - Network:
.gstack/browse-network.log - Dialog:
.gstack/browse-dialog.log
The console, network, and dialog commands read from the in-memory
buffers (not disk) so capture is real-time even when disk is slow.
Dialogs (alert, confirm, prompt) are auto-accepted by default to prevent
browser lockup. dialog-accept <text> controls prompt response text.
JS execution
js runs an inline expression. eval runs a JS file. Both run in the
same JS sandbox — the only difference is inline-vs-file. Both support
await — expressions containing await are auto-wrapped in an async
context:
$B js "await fetch('/api/data').then(r => r.json())" # auto-wrapped
$B js "document.title" # no wrap needed
$B eval my-script.js # file with await
For eval files, single-line files return the expression value directly.
Multi-line files need explicit return when using await. Comments
containing the literal token "await" don't trigger wrapping.
Path safety: eval rejects paths outside cwd or /tmp. js doesn't read
files at all.
Tabs, frames, state
Tabs
$B tabs # list all open tabs
$B tab 3 # switch to tab 3
$B newtab https://example.com # open new tab, switch to it
$B newtab --json # programmatic: returns {"tabId":N,"url":...}
$B closetab # close current
$B closetab 2 # close tab 2
$B tab-each "text" # run "text" on every tab, return JSON
tab-each <command> fans out a command across every open tab and returns a
JSON array — handy for "give me the text of every tab I have open."
Frames
$B frame "#stripe-iframe" # switch to iframe by selector
$B frame @e7 # by ref
$B frame --name "checkout" # by name attribute
$B frame --url "stripe.com" # by URL pattern match
$B frame main # back to top frame
Refs are cleared on switch (the iframe has its own AX tree).
State save/load
$B state save my-session # save cookies + URLs to .gstack/browse-state-my-session.json
$B state load my-session # restore
In-memory load-html content is intentionally NOT persisted (avoid leaking
secrets to disk).
Watch
$B watch # passive observation: snapshot every 5s while user browses
$B watch stop # return summary of what changed
Useful when you're driving the browser manually and want Claude to see what
you did at the end without spamming snapshot calls.
Inbox
$B inbox # list messages from sidebar scout
$B inbox --clear # clear after reading
The sidebar scout (a background process the Chrome extension can spawn) drops
notes for Claude when the user surfaces something they want noticed. Stored
in .gstack/browser-scout.jsonl.
CDP
$B cdp — raw Chrome DevTools Protocol dispatch
Deny-default. Only methods enumerated in browse/src/cdp-allowlist.ts
(CDP_ALLOWLIST const) are reachable; any other method returns 403. Each
allowlist entry declares scope (tab vs browser) and output (trusted vs
untrusted). Untrusted methods (data-exfil-shaped, e.g.
Network.getResponseBody) get UNTRUSTED-envelope wrapped output.
$B cdp Page.getLayoutMetrics
$B cdp Network.enable
$B cdp Accessibility.getFullAXTree --json '{"max_depth":5}'
To discover allowed methods: read browse/src/cdp-allowlist.ts.
$B inspect — CDP-based CSS inspector
$B inspect ".header" # full rule cascade for the header
$B inspect ".header" --all # include user-agent rules
$B inspect ".header" --history # show modification history
Returns the matched rule cascade with specificity, computed styles, the box
model, and (with --history) every CSS modification made via $B style since
the page loaded. Powered by a persistent CDP session per page in
browse/src/cdp-inspector.ts.
$B ux-audit
$B ux-audit
Returns JSON with site identity, navigation, headings (capped 50), text
blocks, interactive elements (capped 200) — page structure for behavioral
analysis without dumping the full HTML. Used by /qa and /design-review
for cheap coverage maps.
Performance
| Tool | First call | Subsequent calls | Context overhead per call |
|---|---|---|---|
| Chrome MCP | ~5s | ~2-5s | ~2000 tokens (schema + protocol) |
| Playwright MCP | ~3s | ~1-3s | ~1500 tokens (schema + protocol) |
| gstack browse | ~3s | ~100-200ms | 0 tokens (plain text stdout) |
| gstack browse + codified skill | ~3s | ~200ms | 0 tokens (single skill invocation) |
In a 20-command browser session, MCP tools burn 30,000–40,000 tokens on
protocol framing alone. gstack burns zero. The codified-skill path takes a
20-command session down to a single $B skill run call.
Why CLI over MCP
MCP works well for remote services. For local browser automation it adds pure overhead:
- Context bloat — every MCP call includes full JSON schemas. A simple "get the page text" costs 10x more context tokens than it should.
- Connection fragility — persistent WebSocket/stdio connections drop and fail to reconnect.
- Unnecessary abstraction — Claude already has a Bash tool. A CLI that prints to stdout is the simplest possible interface.
gstack skips all of this. Compiled binary. Plain text in, plain text out. No protocol. No schema. No connection management.
Multi-workspace
Each project root (detected via git rev-parse --show-toplevel) gets its
own daemon, port, state file, cookies, and logs. No cross-workspace
collisions.
| Workspace | State file | Port |
|---|---|---|
/code/project-a |
/code/project-a/.gstack/browse.json |
random (10000–60000) |
/code/project-b |
/code/project-b/.gstack/browse.json |
random (10000–60000) |
Browser-skills three-tier lookup walks project → global → bundled, so a
project-tier skill at /code/project-a/.gstack/browser-skills/foo/ shadows
the global ~/.gstack/browser-skills/foo/ only inside project-a.
Environment variables
| Variable | Default | Description |
|---|---|---|
BROWSE_PORT |
0 (random 10000–60000) | Fixed port for the HTTP server (debug override) |
BROWSE_IDLE_TIMEOUT |
1800000 (30 min) | Idle shutdown timeout in ms |
BROWSE_STATE_FILE |
.gstack/browse.json |
Path to state file |
BROWSE_SERVER_SCRIPT |
auto-detected | Path to server.ts |
BROWSE_CDP_URL |
(none) | Set to channel:chrome for real-browser mode |
BROWSE_CDP_PORT |
0 | CDP port (used internally) |
BROWSE_HEADLESS_SKIP |
0 | Skip Chromium launch entirely (test harness only) |
BROWSE_TUNNEL |
0 | Activate the dual-listener tunnel architecture (requires NGROK_AUTHTOKEN) |
BROWSE_TUNNEL_LOCAL_ONLY |
0 | Test-only — bind both listeners locally without ngrok |
GSTACK_BROWSE_MAX_HTML_BYTES |
52428800 (50MB) | load-html size cap |
GSTACK_SECURITY_OFF |
unset | Emergency kill switch — disable ML classifier |
GSTACK_SECURITY_ENSEMBLE |
unset | Set to deberta for 3-classifier ensemble (721MB download) |
Source map
browse/
├── src/
│ ├── cli.ts # Thin client — reads state, sends HTTP, prints
│ ├── server.ts # Bun HTTP daemon — routes commands, dual-listener
│ ├── browser-manager.ts # Chromium lifecycle, tabs, ref map, crash detection
│ ├── browse-client.ts # Canonical SDK — what skills import as _lib/browse-client.ts
│ ├── snapshot.ts # AX tree → @e/@c refs → Locator map; -D/-a/-C handling
│ ├── read-commands.ts # Non-mutating: text, html, links, js, css, is, dialog, ...
│ ├── write-commands.ts # Mutating: goto, click, fill, upload, dialog-accept, ...
│ ├── meta-commands.ts # state, watch, inbox, frame, ux-audit, chain, diff, ...
│ ├── browser-skills.ts # 3-tier walk + frontmatter parser + tombstones
│ ├── browser-skill-commands.ts # $B skill list/show/run/test/rm + spawnSkill
│ ├── browser-skill-write.ts # D3 atomic stage/commit/discard helper for /skillify
│ ├── skill-token.ts # mintSkillToken / revokeSkillToken (per-spawn, scoped)
│ ├── domain-skills.ts # Per-site agent notes (state machine: quarantined→active→global)
│ ├── domain-skill-commands.ts # $B domain-skill save/list/show/edit/promote/rollback/rm
│ ├── cdp-allowlist.ts # Deny-default CDP method allowlist
│ ├── cdp-bridge.ts # CDP session lifecycle bridge
│ ├── cdp-commands.ts # $B cdp dispatcher
│ ├── cdp-inspector.ts # $B inspect — persistent CDP session per page
│ ├── activity.ts # ActivityEntry, CircularBuffer, SSE subscribers, privacy filtering
│ ├── buffers.ts # Console/network/dialog circular buffers (O(1) ring)
│ ├── tab-session.ts # Per-tab session state (load-html replay, ref map scope)
│ ├── token-registry.ts # Mint/validate/revoke for root + setup keys + scoped tokens
│ ├── sse-session-cookie.ts # 30-min HttpOnly cookie for /activity/stream + /inspector/events
│ ├── pty-session-cookie.ts # Separate scope: live Claude PTY auth
│ ├── tunnel-denial-log.ts # ~/.gstack/security/attempts.jsonl writer (salted)
│ ├── path-security.ts # validateOutputPath / validateReadPath / validateTempPath
│ ├── url-validation.ts # URL safety checks for goto
│ ├── content-security.ts # L1-L3: datamarking, hidden strip, ARIA, URL blocklist, envelopes
│ ├── security.ts # L5 canary + L6 verdict combiner + thresholds
│ ├── security-classifier.ts # L4 ML classifier (TestSavant + optional DeBERTa ensemble)
│ ├── terminal-agent.ts # Side Panel Claude PTY manager (auth + lifecycle)
│ ├── sidebar-utils.ts # Sidebar URL sanitization + helpers
│ ├── cookie-import-browser.ts # Decrypt + import cookies from real Chromium browsers
│ ├── cookie-picker-routes.ts # HTTP routes for /cookie-picker/*
│ ├── cookie-picker-ui.ts # Self-contained HTML/CSS/JS for cookie picker
│ ├── network-capture.ts # Network request capture for $B network
│ ├── media-extract.ts # Media element extraction for $B media
│ ├── project-slug.ts # Project slug derivation for state paths
│ ├── error-handling.ts # safeUnlink / safeKill / isProcessAlive
│ ├── platform.ts # OS detection (macOS, Linux, Windows)
│ ├── telemetry.ts # Anonymous opt-in usage telemetry
│ ├── find-browse.ts # Locate running daemon or bootstrap
│ └── config.ts # Config resolution (env / files)
├── test/ # Integration tests + HTML fixtures
└── dist/
└── browse # Compiled binary (~58MB, Bun --compile)
browser-skills/
└── hackernews-frontpage/ # Bundled reference skill
├── SKILL.md
├── script.ts
├── _lib/browse-client.ts
├── fixtures/hn-2026-04-26.html
└── script.test.ts
scrape/SKILL.md.tmpl # /scrape gstack skill — match-or-prototype entry point
skillify/SKILL.md.tmpl # /skillify gstack skill — codify last /scrape into permanent skill
Development
Prerequisites
- Bun v1.0+
- Playwright's Chromium (installed automatically by
bun install)
Quick start
bun install # install deps + Playwright Chromium
bun test # all integration tests (~3s for browse-only)
bun run dev <cmd> # run CLI from source (no compile)
bun run build # compile to browse/dist/browse
Dev mode vs compiled binary
During development, use bun run dev instead of the compiled binary. It runs
browse/src/cli.ts directly with Bun, so you get instant feedback:
bun run dev goto https://example.com
bun run dev text
bun run dev snapshot -i
bun run dev click @e3
The compiled binary (bun run build) is only needed for distribution. It
produces a single ~58MB executable at browse/dist/browse using Bun's
--compile flag.
Running tests
bun test # all tests
bun test browse/test/commands # command integration tests
bun test browse/test/snapshot # snapshot tests
bun test browse/test/cookie-import-browser # cookie import unit tests
bun test browse/test/browser-skill-write # D3 atomic-write helper tests
bun test browse/test/tunnel-gate-unit # canDispatchOverTunnel pure tests
Tests spin up a local HTTP server (browse/test/test-server.ts) serving HTML
fixtures from browse/test/fixtures/, then exercise the CLI against those
pages.
Adding a new command
- Add the handler in
read-commands.ts(non-mutating) orwrite-commands.ts(mutating), ormeta-commands.ts(server / lifecycle). - Register the route in
server.ts. - Add the entry to
COMMAND_DESCRIPTIONSinbrowse/src/commands.ts(with a cleardescriptionandusage— thegen-skill-docsvalidation suite enforces no|characters indescription). - Add a test case in
browse/test/commands.test.tswith an HTML fixture if needed. - Run
bun testto verify. - Run
bun run buildto compile. - Run
bun run gen:skill-docsto regenerate SKILL.md (the command appears in the command-reference table downstream).
Adding a new browser-skill
For a hand-written skill: copy browser-skills/hackernews-frontpage/,
update SKILL.md frontmatter, rewrite script.ts against your target site,
re-capture the fixture, update the parser test. bun test validates the
SKILL.md contract (sibling SDK byte-identity, frontmatter schema).
For an agent-written skill: drive the page once with /scrape <intent>,
say /skillify, accept the proposed name in the approval gate. The skill
lands at ~/.gstack/browser-skills/<name>/ after the test passes.
Deploying to the active skill
The active skill lives at ~/.claude/skills/gstack/. After making changes:
cd ~/.claude/skills/gstack
git fetch origin && git reset --hard origin/main
bun run build
Or copy the binary directly:
cp browse/dist/browse ~/.claude/skills/gstack/browse/dist/browse
Cross-references
ARCHITECTURE.md— system-level architecture, dual-listener tunnel design, prompt-injection defense threat modelCLAUDE.md— project-level instructions, sidebar architecture notes, security-stack constraintsdocs/REMOTE_BROWSER_ACCESS.md— operator guide for/pair-agent(setup keys, scoped tokens, denial log)docs/designs/BROWSER_SKILLS_V1.md— design doc for browser-skills runtime (Phase 1 + 2a + roadmap)scrape/SKILL.md—/scrapeskill: match-or-prototype data extractionskillify/SKILL.md—/skillifyskill: codify last/scrapeinto permanent skillTODOS.md—/automate(Phase 2b P0), Phase 3 resolver injection, Phase 4 eval + sandbox
Acknowledgments
The browser automation layer is built on Playwright
by Microsoft. Playwright's accessibility tree API, locator system, and
headless Chromium management are what make ref-based interaction possible.
The snapshot system — assigning @ref labels to AX tree nodes and mapping
them back to Playwright Locators — is built entirely on top of Playwright's
primitives. Thank you to the Playwright team for building such a solid
foundation.
The prompt-injection L4 layer uses
TestSavantAI/distilbert-v1.1-32
(112MB ONNX), and the optional ensemble layer uses
ProtectAI/deberta-v3-base-prompt-injection-v2
(721MB ONNX) — both run locally via @huggingface/transformers.
The CDP escape hatch is gated by an allowlist directly inspired by Codex's T2 outside-voice review during the v1.4 design pass: deny-default with an explicit allowlist, not allow-default with a denylist.