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openclaw

Your own personal AI assistant. Any OS. Any Platform. The lobster way. 🦞

Last verification date: 2026-06-08 Verification method: source evidence, semantic profile, public page gate, and static build acceptance.

Publication status · 2026-06-08

What is openclaw?

01

Quick decision

Use this section to decide whether the project is worth a deeper read.
Best forUsers who want source-backed project understanding before installing it.

Match the project to your task before installing it.

CapabilityPortable AI capability asset

Your own personal AI assistant. Any OS. Any Platform. The lobster way. 🦞

Repositoryopenclaw/openclaw

377k stars · 79k forks

02

What it can do

Translate the upstream project into concrete capabilities the user can judge before installing.
1

OpenClaw Overview and Gateway Architecture

Related topics: Channels and Messaging Integrations, AI Providers, Plugins, and Skills, Companion Apps and Nodes

Sources: [extensions/codex/package.json](), [extensions/codex-supervisor/package.json](), [extensions/memory-wiki/package.json](), [extensions/feishu/package.json](), [extensions/mattermost/package.json](), [extensions/qa-channel/package.json](), [extensions/tlon/README.md](), [extensions/lobster/package.json](), [extensions/diagnostics-otel/package.json](), [extensions/web-readability/package.json]().
2

Channels and Messaging Integrations

Related topics: OpenClaw Overview and Gateway Architecture, AI Providers, Plugins, and Skills

Source: https://github.com/openclaw/openclaw / Human Manual
3

AI Providers, Plugins, and Skills

Related topics: OpenClaw Overview and Gateway Architecture, Channels and Messaging Integrations

Source: https://github.com/openclaw/openclaw / Human Manual
4

Companion Apps and Nodes

Related topics: OpenClaw Overview and Gateway Architecture

Source: https://github.com/openclaw/openclaw / Human Manual
5

Doramagic Pitfall Log

Source-linked risks stay visible on the manual page so the preview does not read like a recommendation.

Source: Doramagic discovery, validation, and Project Pack records

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

03

Community Discussion Evidence

Project-level external discussion stays visible on the detail page, not only inside the manual.
Stars377k stars
Forks79k forks
Contributors2.5k contributors
Licenseunknown

Community Discussion Evidence

12 source-linked items

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

04

How to start

Only source-backed commands are shown here. Verify them in an isolated environment first.
1

Try the prompt first

Test the workflow without installing the upstream project.

preview
2

Read the Human Manual

Understand inputs, outputs, limits, and failure modes.

manual
3

Take context to your AI host

Use the compiled assets in your preferred AI environment.

context
4

Run sandbox verification

Confirm install commands and rollback before using a primary environment.

verify
npm install -g openclaw@latest

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

05

Human Manual

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

8+ sections · Human Manual

openclaw Manual

Your own personal AI assistant. Any OS. Any Platform. The lobster way. 🦞

Open the full manual
  1. https://github.com/openclaw/openclaw Project Manual
  2. Table of Contents
  3. OpenClaw Overview and Gateway Architecture
  4. Related Pages
  5. 1. Project Purpose and Scope
  6. 2. Plugin / Extension Architecture
  7. 3. Gateway RPC Surface
  8. 4. Platform Support and Community Direction
1

OpenClaw Overview and Gateway Architecture

Related topics: Channels and Messaging Integrations, AI Providers, Plugins, and Skills, Companion Apps and Nodes

Sources: [extensions/codex/package.json](), [extensions/codex-supervisor/package.json](), [extensions/memory-wiki/package.json](), [extensions/feishu/package.json](), [extensions/mattermost/package.json](), [extensions/qa-channel/package.json](), [extensions/tlon/README.md](), [extensions/lobster/package.json](), [extensions/diagnostics-otel/package.json](), [extensions/web-readability/package.json]().
2

Channels and Messaging Integrations

Related topics: OpenClaw Overview and Gateway Architecture, AI Providers, Plugins, and Skills

Source: https://github.com/openclaw/openclaw / Human Manual
3

AI Providers, Plugins, and Skills

Related topics: OpenClaw Overview and Gateway Architecture, Channels and Messaging Integrations

Source: https://github.com/openclaw/openclaw / Human Manual
4

Companion Apps and Nodes

Related topics: OpenClaw Overview and Gateway Architecture

Source: https://github.com/openclaw/openclaw / Human Manual
5

Doramagic Pitfall Log

Source-linked risks stay visible on the manual page so the preview does not read like a recommendation.

Source: Doramagic discovery, validation, and Project Pack records

06

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.

07

Preflight checks

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

08

Pitfall Log and verification risks

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

Installation risk requires verification

May increase setup, validation, or first-run risk for the user.

high

Security or permission risk requires verification

May increase setup, validation, or first-run risk for the user.

medium

Installation risk requires verification

Developers may fail before the first successful local run: [Bug]: requiresReasoningContentOnAssistantMessages missing from ModelCompatSchema — can't replicate native DeepSeek behavior on custom providers

medium

Installation risk requires verification

Developers may fail before the first successful local run: [Feature]: [Feature Request] Native payment support for AI agents via HTTP 402

medium

Installation risk requires verification

Upgrade or migration may change expected behavior: openclaw 2026.5.31-beta.2

medium

Installation risk requires verification

Upgrade or migration may change expected behavior: openclaw 2026.5.31-beta.3

medium

Installation risk requires verification

Upgrade or migration may change expected behavior: openclaw 2026.5.31-beta.4

medium

Installation risk requires verification

Upgrade or migration may change expected behavior: openclaw 2026.6.1