Browser Automation · Public

ClawTeam

Browser automation project for web operations, testing, extraction, and permission-boundary checks.

Browser automationWeb tasksTest accountsCookie boundariesPermission control

Best fitDevelopers who need AI-assisted web tasks, browser testing, page extraction, or structured web operations.

Check whether this project matches your task before installing it.

What it can doBrowser automation task planning, permission boundaries, recovery steps, and acceptance checks

Review the portable capability path.

Before continuingVerify in a sandbox

Do not treat a preview pack as a proven local install.

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forks unavailable · contributors unavailable

Official first step Read manual preview Source repository

Publication status · 2026-05-17

What is ClawTeam?

ClawTeam supports browser task automation, web operations, or web data workflows.
Best fit: Developers who need AI-assisted web tasks, browser testing, page extraction, or structured web operations.
Not for: Not for workflows that cannot isolate browser state, account permissions, cookies, or real user data.
Capability added to an AI workflow: Browser automation task planning, permission boundaries, recovery steps, and acceptance checks
First safe verification step: Verify one minimal web task with an isolated browser profile and test account first.
Verification state: source, Quick Start, and sandbox install checks are recorded as passed.
Top risk: The main risk is misusing browser state, account permissions, cookies, or real data during automation.
Evidence base: https://github.com/HKUDS/ClawTeam, https://github.com/HKUDS/ClawTeam#readme, Human Manual, Pitfall Log

Quick decision

Use this section to decide whether the project is worth a deeper read.

Best forDevelopers who need AI-assisted web tasks, browser testing, page extraction, or structured web operations.

Match the project to your task before installing it.

CapabilityBrowser automation task planning, permission boundaries, recovery steps, and acceptance checks

Browser automation project for web operations, testing, extraction, and permission-boundary checks.

RepositoryHKUDS/ClawTeam

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What it can do

Translate the upstream project into concrete capabilities the user can judge before installing.

Introduction to ClawTeam

Related topics: System Architecture, Quick Start Guide

Sources: [skills/clawteam/SKILL.md]()

Quick Start Guide

Related topics: Introduction to ClawTeam, Agent Spawning System

Sources: [skills/clawteam/SKILL.md:20-30]()

System Architecture

Related topics: Introduction to ClawTeam, Transport Layer, Event System

Sources: [skills/clawteam/SKILL.md:1-15]()

Event System

Related topics: System Architecture, Team Management

Sources: [skills/clawteam/references/cli-reference.md]()

Agent Spawning System

Related topics: Quick Start Guide, Team Management

Sources: [clawteam/spawn/base.py:1-50]()

Sources: https://github.com/HKUDS/ClawTeam, Human Manual, Project Pack evidence, and downstream validation signals.

Community Discussion Evidence

Project-level external discussion stays visible on the detail page, not only inside the manual.

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Forksforks unavailable

Contributorscontributors unavailable

Licenseunknown

Community Discussion Evidence

12 source-linked items

Review these external discussions before using ClawTeam with real data or production workflows. They are review inputs, not standalone proof that the project is production-ready.

01
Proposal: 8-PR sequence — canonical WorkerState, persistent event log, p
github / github_issue
02
Security testing for multi-agent swarms: agent isolation, delegation tru
github / github_issue
03
Agent Definitions Feature is Non-Functional: Parsed but Not Applied
github / github_issue
04
Worker agents exit after first turn despite 'ongoing job' task prompt
github / github_issue
05
[Feature Request] Optimize Worker Workspace Size and Enable Headless IPC
github / github_issue
06
High: /api/proxy board endpoint enables SSRF and arbitrary outbound fetc
github / github_issue
07
v0.2.0 — Stabilization Release
github / github_release
08
This is the Claude Code Resource Bible. 54 tools. Agents. MCP ...
x / searxng_indexed
09
This is the Claude Code Resource Bible. 54 tools. Agents. MCP ...
x / searxng_indexed
10
This is the Claude Code Resource Bible. 54 tools. Agents. MCP ...
x / searxng_indexed
11
This is the Claude Code Resource Bible. 54 tools. Agents. MCP ...
x / searxng_indexed
12
This is the Claude Code Resource Bible. 54 tools. Agents. MCP ...
x / searxng_indexed

How to start

Only source-backed commands are shown here. Verify them in an isolated environment first.

Try the prompt first

Test the workflow without installing the upstream project.

preview

Read the Human Manual

Understand inputs, outputs, limits, and failure modes.

manual

Take context to your AI host

Use the compiled assets in your preferred AI environment.

context

Run sandbox verification

Confirm install commands and rollback before using a primary environment.

verify

pip install clawteam

Official start command · https://github.com/HKUDS/ClawTeam#readme · verified: yes

Human Manual

The English page must expose the real manual, not a short placeholder.

8+ sections · Human Manual

ClawTeam Manual

ClawTeam follows a leader-worker architecture where one agent serves as the coordinator while others perform specialized tasks.

Open the full manual

ClawTeam Human Manual
Table of Contents
Introduction to ClawTeam
Related Pages
Purpose and Scope
Architecture Overview
Core Components
Data Storage Model

Introduction to ClawTeam

Related topics: System Architecture, Quick Start Guide

Sources: [skills/clawteam/SKILL.md]()

Quick Start Guide

Related topics: Introduction to ClawTeam, Agent Spawning System

Sources: [skills/clawteam/SKILL.md:20-30]()

System Architecture

Related topics: Introduction to ClawTeam, Transport Layer, Event System

Sources: [skills/clawteam/SKILL.md:1-15]()

Event System

Related topics: System Architecture, Team Management

Sources: [skills/clawteam/references/cli-reference.md]()

Agent Spawning System

Related topics: Quick Start Guide, Team Management

Sources: [clawteam/spawn/base.py:1-50]()

AI Context Pack and portable assets

After deciding to continue, take the project context into your own AI host.

Complete pack plus user-owned assets

These files are planning and verification assets for Claude Code, Codex, Gemini, Cursor, ChatGPT, and other AI hosts.

Download complete pack Read Human Manual

BundleComplete Project Pack AssetAI Context Pack AssetBoundary & Risk Card AssetHuman Manual AssetPitfall Log AssetPrompt Preview AssetQuick Start ManifestPROJECT_PACK.json

Preflight checks

Treat this page as a planning asset, not proof that your local environment is ready.

The manual is generated from source-linked project files and Doramagic validation signals.
Community evidence warnings stay visible instead of being converted into marketing claims.
This English page is indexable because the locale quality gate passed and explicit English index approval is enabled.
Use the upstream repository as the final authority for installation commands, license, and version-specific behavior.

Pitfall Log and verification risks

Doramagic surfaces high-risk items before users treat a candidate capability as verified.

high

Review upstream issue

The source signal needs review before production use.

medium

Review upstream issue

The source signal needs review before production use.

medium

Review upstream issue

The source signal needs review before production use.

medium

Review upstream issue

README/documentation is current enough for a first validation pass.

medium

Review upstream issue

The source signal needs review before production use.

medium

Review upstream issue

no_demo

medium

Review upstream issue

No sandbox install has been executed yet; downstream must verify before user use.

medium

Review upstream issue

no_demo