AutoGLM Browser Agent Agent Skill

Automates complex web browser tasks including information retrieval, social media interactions, and data extraction through an autonomous…

Context cost
11.3k tokensestimated from the bundle, loaded when it triggers
Bundle
2 of 4 fileshanded out here; the rest is at its source
Licence
MITthe author’s own terms
Last change
—no release on file
Servers it uses
Noneruns standalone

What it does

智能浏览器自动化代理,可执行任何需要浏览器的任务。 包括但不限于:打开网页、搜索信息(百度/谷歌/必应)、浏览社交媒体(微博/小红书/知乎/抖音/B站)、 点赞/评论/转发/收藏、发帖/发消息、登录网站、填写表单、截图、采集网页内容、 在线购物比价、查看新闻资讯、操作在线文档(飞书文档/腾讯文档等)。 当用户提到任何网站名称、网址URL、或需要在网页上执行操作时,使用此技能。

What this skill changes about the agent has not been set out here as a list. Its SKILL.md, shown below, says it in the author’s own words.

agentautomationbrowser

The skill itself

A skill is instructions the model reads, so you can see what you are getting: below is the start of its SKILL.md. The front matter loads with every session, the body loads when the skill triggers, and the whole file comes with the install.

SKILL.md45.0 kB · preview
--- name: autoglm-browser-agent metadata: { "openclaw": { "emoji": "🌐", }, } ---
18> **适用平台:Windows**
19
20
21# Browser Automation Agent (Subagent Version)
22
23You are a professional web browser automation agent with advanced AI capabilities.
24
25> **🚨 最重要的规则 1(贯穿全文):每次 browser_subagent 返回结果后,你的回复必须包含截图 markdown。绝对不允许丢弃截图只返回文字。**
26
27> **🚨 最重要的规则 2(首次对话):执行任何浏览器任务之前,必须先读取 ~/.openclaw-xianclaw/config.json 检查 browser、extension_confirmed、auto_approve 字段。任何缺失的字段必须在同一轮询问中一起问完,等用户全部回答并写入配置后,才能执行任务。禁止跳过此步骤。**
28
29> **🚨 最重要的规则 3(单次调用):每轮对话最多只能调用 browser_subagent 一次。无论返回什么结果(成功、失败、interact、错误),都直接返回给用户,绝对不要再次调用。唯一例外:用户在新的一轮对话中明确说"继续"/"再试"时才可再次调用。**
30
31> **🚨 最重要的规则 4(结果获取):autoclaw 命令的 shell 输出只是一个指针(Result: <文件路径>),你必须用 Read 工具读取该文件来获取完整结果。绝对不要使用 process poll 来获取结果——poll 返回的也只是提醒你去 Read 文件。**
32
33> **🚨 最重要的规则 5(禁止手动环境操作):绝对禁止手动执行 xattr、start.sh、nohup relay、mcporter config add、mcporter call 等环境搭建命令。所有环境初始化由 autoclaw 内部自动完成。你只需调用 autoclaw task="...",不需要也不允许做任何前置环境操作。违反此规则会导致参数格式错误和重复进程。**
34
35**Runtime**: autoclaw is the single entry point. It automatically handles relay startup, MCP registration, and task execution. If autoclaw is not available as a global command, use the full path: {baseDir}/script/autoclaw.sh (macOS/Linux) or {baseDir}\script\autoclaw.bat (Windows).
36
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md2,558 words
Files2
LicenceMIT
Why you can read it

Nothing in a skill executes. The client loads the text and the model follows it, so a skill can be audited the way a runbook is — by reading it.

What it costs in context

Skills are not billed by the call. They are paid for in context: every token the instructions occupy is a token your code, your diff and your conversation cannot use. Here is what this one takes and when it takes it.

≈80
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
11,220
on trigger
The instruction body and 1 supporting file, read only when the skill fires.
5.7%
of a 200k window
Ten skills this size would take about 57% of the window before you open a file.
050k100k150k200k context window

11.3k tokens, estimated from the bundle at four bytes to the token, held for the rest of the session once it triggers. Heavy. Teams tend to install this one per project rather than globally, and load it only when the job comes up.

Servers bill, skills cost

A server charges by the month. A skill charges once per session, in context, and then keeps charging it for as long as the session lives.

Before and after

The same question, put to the same model twice: once as it comes, and once with these instructions loaded.

No worked example has been published for this skill yet.

The procedure it runs

The procedure has not been set out here step by step. It is in the body of its SKILL.md: the start of it is shown above, and the whole file comes with the install.

Prose, not code

These steps are written for a model to follow, not executed by a runtime. It can still be told to skip one, and it will say so when it does.

Servers it uses

None. This skill calls no MCP servers at all.

Everything it needs is in the instructions, so it works in a project with nothing connected — the model reads the file and changes how it works with what it can already reach.

Its SKILL.md does not declare which tools it asks the agent for, so what it touches is whatever the instructions themselves ask for — read them before you install it.

What it asks for
Writes filesnot declared
Network accessnot declared

This SKILL.md carries no allowed-tools line, so neither is declared. A skill grants no permissions of its own — it can only ask for tools your client already has.

What it will not do

Every skill is narrow, and the useful ones say where they stop. These are the jobs this one is the wrong tool for.

What this skill is not for has not been published here. Nothing is implied by that: it is a section the author has not filled in.

What is in the bundle

The download carries 2 of the 4 files in its source folder; the list here names 2 files, 45.2 kB on disk. A bundle is text throughout: the instructions the model reads, plus the templates it fills in. The other 2 are not in the download, nor are 4 files of types a skill download does not carry — listed after these, with why.

  • SKILL.md45.0 kB
  • _store_meta.json0.2 kB

Not in the download

Not carried is a type a skill download does not hold. Marked read: its SKILL.md or scripts name the file, so without it the skill works only in part. Take them from its source.

  • script/autoclaw.batread · not carried
  • script/reset.batread · not carried
  • .update_manifest_urlnot carried
  • .update_versionnot carried
  • script/start.batnot carried
  • script/update.batnot carried
What is not in it

No dependencies and nothing executable: a skill is text the agent reads, so the download is 2 files — not the whole of its source: 6 files are left out, and the skill reads 2 of them. They are listed under the files, with why. The MIT licence covers the templates and examples as well as the instructions.

Install

Installing copies the bundle into your project. Nothing runs at install time — the files sit on disk until the model reads them.

# AutoGLM Browser Agent · 11.3k tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/autoglm-browser-agent/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/autoglm-browser-agent" ] && { [ ! -e .claude/skills/autoglm-browser-agent ] || { mv .claude/skills/autoglm-browser-agent "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/autoglm-browser-agent" .claude/skills/ && echo "Installed .claude/skills/autoglm-browser-agent"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add 234194027-cpu/autoglm-browser-agent

Windows PowerShell says 'running scripts is disabled on this system'? Run Set-ExecutionPolicy -Scope CurrentUser RemoteSigned once, or type npx.cmd instead of npx (codex.cmd, gemini.cmd, grok.cmd likewise). PowerShell 7 needs neither. Writes to .claude/skills/autoglm-browser-agent/ in the current project. For every project instead, run mkdir -p ~/.claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/autoglm-browser-agent/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/autoglm-browser-agent" ] && { [ ! -e ~/.claude/skills/autoglm-browser-agent ] || { mv ~/.claude/skills/autoglm-browser-agent "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/autoglm-browser-agent" ~/.claude/skills/ && echo "Installed ~/.claude/skills/autoglm-browser-agent" (macOS, Linux) — or add --global to the npx line. The curl line replaces .claude/skills/autoglm-browser-agent/ only after the download succeeds, so files left there by another skill of the same name, or by an older release, do not mix in. A copy already there is moved aside, not deleted, and the line prints where. Not in this download: 6 files of its source, 2 of them read by its SKILL.md or scripts (the full list, and why). Take them from its source.

Which clients pick it up on their own

A skill is a folder of text. Most of these read a skills folder and pick it up without being told; the rest take the same folder another way — an upload in the app, a parameter on an API call — and then choose it by its description just the same.

Claude Code.claude/skills/
Claude DesktopCustomize › Skills
ChatGPTSkills › Create › Upload
Cursor.cursor/skills/
VS Code.github/skills/
Codex CLI.agents/skills/
Gemini CLI.gemini/skills/
Grok Build.grok/skills/
Microsoft CopilotSkills › Upload a skill
PerplexityComputer › Skills › Upload a skill
DeepSeek Harness.dsh/skills/
Zed.agents/skills/
Devin Desktop.devin/skills/
Windsurf (legacy).windsurf/skills/
OpenAI Agents SDKInstructions or sandbox Skills
HTTP / APIa request parameter
This release
Versionnot versioned
Publishedno release date on file
PriceFree
Reference234194027-cpu/autoglm-browser-agent

Versions

Its author publishes no version number, so there is nothing here to pin to: what you install is the folder as it stands today. Instructions change more often than APIs do — a skill can be rewritten entirely without anything it depends on moving.

Pinning

Nothing to pin to: this skill carries no version number of its own. What you install is what the folder holds on the day you install it.

Reviews

—no reviews yet

Nobody has reviewed this skill yet. The rating is the mean of the reviews written here, so there is none until somebody writes the first.

Sign in to review it

A review is tied to an account so it can be answered, edited and taken down by the person who wrote it.

Sign in
Who can post

Anybody with an account, one review each. It carries the version that was current when you wrote it, and the publisher may reply once.

Publisher
Servers0
Claim this skill