Agent skill

Browser

by iii-hq in iii-hq/workers

Interactive Chromium sessions for reading and driving real web pages: open a URL, read the page as text, click and type, and read the page's own console and network history.

Apache-2.0Auto-check passedData & Analytics

Install Browser

skills CLI
$ npx skills add iii-hq/workers --skill browser -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install iii-hq/workers browser --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/iii-hq/workers.git skills-src && mkdir -p .claude/skills && cp -r skills-src/browser/skills .claude/skills/browser && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
browser
GitHub stars
113
Token cost
~4.7k tokens
SKILL.md length
2,545 words
Files
1
Skills in repo
19
Repo updated
First seen
Licence
Apache-2.0

At a glance

Interactive Chromium sessions for reading and driving real web pages: open a URL, read the page as text, click and type, and read the page's own console and network history.

  • Works in 5 steps: Read first; act on refs from the latest… → After an action that changes the page,… → Use browser::execute when a step needs… → …
  • Tasks that involve Web scraping
  • SKILL.md covers When to Use, Boundaries, Functions and Workflow: inspect before acting, plus 4 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Browser is an agent skill from iii-hq/workers. Interactive Chromium sessions for reading and driving real web pages: open a URL, read the page as text, click and type, and read the page's own console and network history. Also scrapes: HTTP and browser fetching, screenshots, persistent sessions, crawling, and CSS/XPath/regex parsing of HTML you already have. Reach for it when a task involves a running web app, especially "why is this page broken", or when pulling data off the web.

Its SKILL.md is about 4.7k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Data & Analytics, covering Web scraping. The licence is Apache-2.0.

When your agent uses it

  • Tasks that involve Web scraping

Example prompts

  • “why is this page broken”
  • “/browser”

Requirements

  • Python 3

Workflow steps

5 steps, taken from the first numbered list in SKILL.md.

  1. Read first; act on refs from the latest read, never from memory of an
  2. After an action that changes the page, re-read with browser::elements
  3. Use browser::execute when a step needs waiting or several dependent
  4. Pure inspection tasks (audits, scraping a logged-in page you must not
  5. When a flow hits a step only a human can do (CAPTCHA, 2FA, payment

What it can do on your machine

Read from SKILL.md and the folder at commit 72ae6ab. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are typescript).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Browser loads about 4.7k tokens when it runs. Until then it costs about 111 tokens; SKILL.md has 2,545 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~111
When it runs · the whole SKILL.md, loaded when a task matches
~4.7k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from iii-hq/workers at commit 72ae6ab, republished under its Apache-2.0 licence (© iii-hq). 2,545 words, ~4,665 tokens.

Download SKILL.mdSave it as .claude/skills/browser/SKILL.md (or your agent's skills folder).
name
browser
description
Interactive Chromium sessions for reading and driving real web pages: open a URL, read the page as text, click and type, and read the page's own console and network history. Also scrapes: HTTP and browser fetching, screenshots, persistent sessions, crawling, and CSS/XPath/regex parsing of HTML you already have. Reach for it when a task involves a running web app, especially "why is this page broken", or when pulling data off the web.

browser

The browser worker does two things. It runs real Chromium sessions on the bus (browser::*), and it parses HTML natively without a browser (browser::* — CSS/XPath/regex queries, element search, HTML→Markdown, over any HTML string you already have).

Start a session, navigate, and the page becomes data: browser::snapshot returns an accessibility outline whose [ref=eN] handles feed straight into browser::act, and everything the page logs (console calls, uncaught exceptions, failed requests) is captured into per-session ring buffers you can query. This is the difference from one-shot fetching: the session stays alive, so you can act, observe the result, and read what the page said about it.

Sessions are headless by default and cost a Chromium process each; the configured session cap is small. Stop sessions when a task is done. Refs die on navigation; re-snapshot before acting after any page change.

When to Use

  • A web app misbehaves and you need the page's own evidence: read console errors and failed requests with browser::console::read / browser::network::read instead of guessing from source.
  • Verifying frontend work end to end: navigate to the dev server, act on the UI, snapshot the result.
  • Multi-step flows on a real page: forms, logins, anything that needs state to persist between steps.
  • Reading a page that only renders with JavaScript, when you also need to interact with it afterwards.
  • Live style experiments: browser::styles::read and browser::styles::write inspect and change an element's CSS in the running page without touching source files.

Boundaries

  • Do not start a browser session just to read a page once. One-shot fetching is browser::fetch (no browser) or browser::dynamic-fetch (Chromium, when the page needs JS). Sessions are for flows that need state between steps.
  • Parsing HTML you already have needs neither a session nor a fetch: use the browser::* parse function below. Starting Chromium to run a CSS selector over a string you are already holding is pure waste.
  • solve_cloudflare is available on browser::stealthy-fetch and stealthy Scrapling sessions. Use browser::handoff for challenges in an interactive session or when automated solving does not clear the page.
  • Attach mode reaches the user's real browser profile with its logged-in sessions. It is disabled unless allow_attach is set, and adoption is exclusive (one session per tab) so two sessions never fight over a tab. Reach for a launched session when you do not specifically need the user's existing logins.
  • browser::styles::write edits are visual experiments only: they die on the next navigation and never touch source files. Use them to find the right value, then edit the codebase.
  • browser::pick::*, browser::screencast::*, and browser::frame are console-UI plumbing, not agent surface.
  • The ghost cursor and session-status badge are in-page overlays for a human watching the streamed viewport; they appear only while screencast is active and never affect page content or the accessibility snapshot.
  • Navigation is limited to the configured URL schemes (http/https by default).

Functions

  • browser::sessions::start — open a browser tab; returns the session_id every other function needs. Tabs share one browser profile (cookies, logins) and stay open until stopped: an unused tab sleeps after a while and wakes on the next call, so keep using the same session_id instead of opening new ones. read_only: true opens an inspection-only tab. ttl_ms gives the tab a lifetime. incognito: true opens a PRIVATE tab: its own browser context, no shared logins, nothing saved to disk, no history, and inactivity closes it for good — use it when a login must not be kept.
  • browser::sessions::list — every tab, live or asleep (active), with its current URL and whether it is incognito.
  • browser::sessions::stop — close a tab for good; idempotent. An attached session closes only a tab it opened and releases an adopted user tab untouched.
  • browser::sessions::attach — bind a session to an already-running browser over CDP (start Chrome with --remote-debugging-port): open a fresh tab the session owns, or adopt an existing logged-in tab by URL substring. Off unless allow_attach is set in config.
  • browser::tabs::list — open tabs of a running browser at a CDP endpoint, with which are already adopted; read-only.
  • browser::doctor — read-only environment report: which Chromium would launch, its version, capacity, whether attach and recording are available, and anything degraded with how to enable it.
  • browser::chromium::status — read-only: whether a Chromium is found, its path, version and source, and whether a download is available here.
  • browser::chromium::install — download Chromium (~200 MB) when the machine has none; returns a job_id at once, progress on browser::chromium-install-progress. A session error starting with chromium_missing: means exactly this: tell the user, and offer the ADE's Set up the harness → Browser step or this call (it needs their approval).
  • browser::recording::start / browser::recording::stop — capture a session's live viewport to a webm or mp4 file via ffmpeg; stop returns the path, duration, and frame count. Requires ffmpeg on PATH.
  • browser::navigate — go to a URL and wait for the load. Like a browser, a network failure or an empty HTTP error response leaves Chromium's error page in the tab: the call returns ok: false with error set instead of failing, and the tab stays usable.
  • browser::snapshot — the page as an accessibility outline with [ref=eN] handles; the default way to read a page. diff: true returns only what changed since the previous snapshot.
  • browser::elements — the visible, enabled controls in the viewport as a flat table (n ref, role, label, current value, checked/expanded state, which act operations apply, <select> options) plus the visible text, in one read. The cheap way to drive a form and to read what an action changed.
  • browser::act — click, hover, type, select a native <select> option, press, or scroll, addressed by ref or viewport coordinates. A ref is scrolled into view, and a click/type/select on a disabled, hidden or covered element is refused (the error names what covers it) instead of landing on the overlay. Typing into an input or textarea by ref replaces its value.
  • browser::run — reach a goal on the current page in one call: the judge worker picks each step (click, type, select, scroll, wait) from the element table and the worker executes it, until done, blocked, a field needs text you did not pass in inputs (needs_text), no progress, or the budget runs out. Returns the steps and the final page table. Without a judge worker it returns judge_unavailable plus the table, and changes nothing.
  • browser::screenshot — viewable JPEG of the viewport, for when layout or rendering matters.
  • browser::evaluate — run a JavaScript expression in the page and get the completion value.
  • browser::execute — run a multi-step async script in the page: top-level await and return, log(...), sleep(ms), waitFor(selector), and a state object persisted across execute calls for the session. One call replaces a chain of act/evaluate round-trips.
  • browser::handoff — pause the session for a human-only step (CAPTCHA, 2FA, payment): show an in-page continue banner and block until the human clicks it, a browser::handoff::confirm call resolves it, or the timeout elapses. Verify the expected page state after it returns.
  • browser::handoff::confirm — resolve a paused handoff from outside the page (by handoff_id, or the one pending handoff for a session_id).
  • browser::console::read — captured console entries; filter with pattern/level and page with since_seq.
  • browser::network::read — captured requests; failed_only=true is the fast path for what broke.
  • browser::history — back, forward, or reload; the tab's history survives it sleeping and the worker restarting.
  • browser::clear-data — clear the cookies, storage and cache of the site the tab is on; other sites stay signed in. browser::clear-browser-data wipes the whole profile (every tab signed out).
  • browser::dom::read — DOM tag outline with refs, for structure the accessibility tree hides.
  • browser::styles::read / browser::styles::write — computed styles and live inline CSS edits on one element.
Fetching, sessions and crawl

These reach the network, so they need approval. All return one envelope — {status, url, headers, cookies, encoding} — and can extract or render inline via selectors / format: markdown|text / include_html, so you rarely need a second call to parse what you fetched. Each takes a single url or a bulk urls list.

  • browser::fetch — plain HTTP, no browser. The default choice: fastest, cheapest. Safe mode uses bounded native HTTP; certified compat mode uses the frozen curl-impersonate wire behavior.
  • browser::dynamic-fetch — real Chromium over CDP, for pages that need JavaScript. Supports wait_selector (+ wait_selector_state), network_idle, and a plain wait.
  • browser::stealthy-fetch — same, plus masking of the automation tells a page can read. Escalate here only when dynamic-fetch is detected.
  • browser::screenshot-url — page as image tiles (≤1024px wide, ≤6 tiles); says so in the caption when a page is taller than the budget.
  • browser::session-open / session-fetch / session-close / session-list — keep cookies and browser state across fetches. HTTP, dynamic and stealthy types are private FIFO sessions with UUID4 hex ids; they never appear in browser::sessions::list and reject interactive ids (session-close on a tab id fails: tabs close with browser::sessions::stop). Close sessions when done.
  • browser::crawl — breadth-first from start_urls, same-domain by default, capped by max_pages (20) and max_depth (2). The response holds only a ≤10-item sample; read the rest from the stream it names.

Safe mode refuses private, loopback and cloud-metadata addresses on every one of these connections (including redirects and crawl hops). To scrape a local dev server the operator must set browser.scrapling.allow_loopback in worker config. Compat mode reproduces the Python wrapper's unrestricted network behavior and is for trusted calls.

Show full SKILL.md (1,053 more words)Show less
HTML parsing — no session, no browser, no network

These take an html string and never touch Chromium. Use them on HTML from any source (a fetch body, a file, a page you already read).

  • browser::extract — declarative selector list in one call: each entry names a css/xpath/regex plus optional attr/html/all, and the response is a {name: value} map. The right default when pulling several fields off one document.
  • browser::css / browser::xpath — one query; first: true returns a scalar, otherwise an array. attr pulls an attribute instead of text.
  • browser::regex — regex over the document's visible text.
  • browser::find — element search by tag/attribute filters (+ optional text regex), BeautifulSoup-style.
  • browser::find-by-text / browser::find-by-regex — find elements by their visible text. Responses carry generated css/xpath selectors for each hit, so you can feed one straight back into a query.
  • browser::find-similar — give one example element, get its structural siblings. The fast path for "extract every card/row on this page" without hand-writing a selector.
  • browser::describe — inspect the first match: attributes, class list, generated selectors, parent/child/sibling counts.
  • browser::to-markdown — HTML → compact Markdown (or text), with an optional CSS scope and a main-content cleaner. Use it to shrink a page before putting it in context.

adaptive: true persists element identities in the configured SQLite file. Parse calls are auto-allowed, so do not assume parsing is side-effect-free when adaptive tracking is enabled. Safe mode enforces the configured database quota; compat mode preserves the Python wrapper's unbounded behavior.

Safe and compat modes

browser.scrapling.security_mode defaults to safe. Safe mode keeps SSRF, TLS, proxy, response-size, timeout, and adaptive-database policy checks; an option the safe backend cannot enforce is refused with an actionable error. Compat is eligible only on certified Linux x86_64/aarch64 builds containing the frozen curl-impersonate and Chromium artifacts. Other targets reject it, and a Tier-1 build missing an artifact reports a capability error instead of silently using the safe transport.

Every id is browser::<leaf>. browser::screenshot-url screenshots a url, while browser::screenshot is the interactive-session function. Crawl's default stream is browser::crawl.

Workflow: inspect before acting

  1. Read first; act on refs from the latest read, never from memory of an earlier one. For forms and controls, browser::elements is the cheap read; browser::snapshot shows the whole structure. Refs die on navigation, so a stale ref fails with an error instead of clicking the wrong element.
  2. After an action that changes the page, re-read with browser::elements (or browser::snapshot { diff: true }, which returns only added and removed lines). Set a native <select> with act select, not a script.
  3. Use browser::execute when a step needs waiting or several dependent reads and writes; use browser::act for single trusted input events (in-page script clicks are not trusted events).
  4. Pure inspection tasks (audits, scraping a logged-in page you must not touch) belong in a read_only: true session.
  5. When a flow hits a step only a human can do (CAPTCHA, 2FA, payment confirmation), call browser::handoff and wait, rather than trying to automate it. After it returns confirmed, re-read the page and verify the step actually landed — a human clicking Continue is not proof the step succeeded.

Workflow: drive a goal with browser::run

A multi-step form or flow is one call instead of an act/read round trip per click:

  1. browser::run { session_id, goal, inputs }: state the end state in goal ("logged in: the dashboard shows"), not the clicks, and give every value to type in inputs (email, password or the field labels work). Values go to the page only; the judge sees the keys. The run waits for the requests each click starts, so the page it returns is the outcome.
  2. done: the judge chose it and a separate "is the goal complete on this page?" check agreed (fields filled but not saved do not pass). Still check page (the final table) against the goal before you report success; the judge's done is not proof (a login can end on "invalid password"). page.busy means it was still loading. needs_text: type the named field with browser::act or rerun with that input. blocked/stalled/max_steps: read steps (each has error when an action was refused) and continue by hand.
  3. judge_unavailable: no judge worker is deployed (or it is failing and paused for 30 s). Drive the same flow with browser::elements + browser::act; page already holds the table.

Do not use run for destructive actions; they need the two-phase approval below.

Workflow: destructive UI actions

For destructive page actions (deleting records, cancelling subscriptions) use two phases, never one script:

  1. Discovery: read candidates and return their exact stable text or ids for the user to approve. Do not act in this call.
  2. Action: operate only on the approved identifiers, read any confirmation dialog text, and abort unless it matches the approved action.

Keeping context small

Browser outputs are large and land in the transcript, so a few careless reads fill the context window and force a compaction. Read economically:

  • Prefer browser::snapshot (a compact text outline) over browser::screenshot (a whole image) for reading a page; take a screenshot only when layout or rendering is the actual question.
  • Filter every read instead of dumping: browser::console::read takes pattern/level, browser::network::read takes failed_only, and both page with since_seq so a follow-up read returns only what is new.
  • On a big page, read a subtree: pass a ref to browser::dom::read rather than snapshotting the whole document repeatedly.
  • Reuse one session across steps and browser::sessions::stop it when done; do not re-snapshot after every action, only after the page actually changed.

Reactive triggers

Bind a browser::* trigger when another function should react to session activity as it happens instead of polling the read functions. The types: browser::session-started, browser::session-stopped, browser::navigated, browser::console-event (one captured entry per firing; high volume), browser::picked (a human picked an element in the console UI; the payload carries a ref that browser::act accepts directly), and browser::handoff-requested (a session is paused waiting for a human; the console surfaces it beside the live viewport).

If you just ran browser::navigate yourself, its return value already tells you the outcome; bind triggers when a different worker needs to observe sessions it does not drive.

How to bind
  1. Register a handler: registerFunction('mywatcher::on-console', handler).
  2. Register the trigger:
typescript
iii.registerTrigger({
  type: 'browser::console-event',
  function_id: 'mywatcher::on-console',
  config: { session_id: 'b1' },
})

Every browser::* binding accepts the optional session_id equality filter; omit it to receive events for all sessions. browser::console-event fires per entry, so filter by session and treat browser::console::read as the durable record. For event payload shapes, call get function info on the trigger type.

© iii-hq, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in browser/skills of iii-hq/workers.

Open the folder on GitHubat commit 72ae6ab

Compare with similar skills

Browser next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Browser compared with similar skills
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Browser this skilliii-hq/workers113—~4.7kAutomated safety check: PassApache-2.0
Competitive Pricing Intelgooseworks-ai/goose-skills1.2k1 repos~2.2kAutomated safety check: PassMIT
Firecrawl Website Design Clonefirecrawl/skills116—~1.9kAutomated safety check: PassISC
Tmuxtrpc-group/trpc-agent-go1.8k24 repos~868Automated safety check: PassApache-2.0
Ketch1broseidon/ketch6971 repos~3.9kAutomated safety check: PassMIT
Crawl4AI Web Scrapingsmallnest/goclaw5981 repos~2.5kAutomated safety check: PassMIT

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Questions about Browser

What does Browser do?

Interactive Chromium sessions for reading and driving real web pages: open a URL, read the page as text, click and type, and read the page's own console and network history. Browser is an agent skill from iii-hq/workers. Interactive Chromium sessions for reading and driving real web pages: open a URL, read the page as text, click and type, and read the page's own console and network history.

When should I use Browser?

Browser fits situations like: tasks that involve Web scraping.

How do I install Browser in Claude Code?

Run `npx skills add iii-hq/workers --skill browser -a claude-code`. Or copy the skill folder (browser/skills in iii-hq/workers) into .claude/skills/browser in your project. Claude Code loads it when a task matches its description.

How do I install Browser in Codex?

Run `npx skills add iii-hq/workers --skill browser -a codex`. Or copy the skill folder (browser/skills in iii-hq/workers) into .agents/skills/browser in your project. Codex loads it when a task matches its description.

Can I use Browser in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add iii-hq/workers --skill browser -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/browser, .gemini/skills/browser, .github/skills/browser and .opencode/skills/browser in your project.

What does Browser need to run?

SKILL.md names no scripts, command-line tools or credentials: Browser is instructions for the agent only. Our summary lists: Python 3.

Does Browser access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Browser safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Browser use?

Browser is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Browser use?

About 4.7k tokens (SKILL.md is roughly 19k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Browser?

Skills that share tags, products or a category with Browser: Competitive Pricing Intel (gooseworks-ai/goose-skills, 1.2k stars), Firecrawl Website Design Clone (firecrawl/skills, 116 stars), Tmux (trpc-group/trpc-agent-go, 1.8k stars) and Ketch (1broseidon/ketch, 697 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Browser?

iii-hq (a GitHub organization) maintains it in iii-hq/workers, which has 113 GitHub stars. The repository holds 19 skills in this directory. The repository was last updated on October 8, 2026.

Source: iii-hq/workers on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.