QClaw

What is QClaw?

QClaw is a new program developed by Tencent's PC Butler team based on theOpenClawQClaw is a local AI assistant tool developed on an open source framework and officially launched in March 2026. Its core positioning is to lower the threshold of AI intelligence, so that ordinary users can easily have a “hands-on” digital assistant. qClaw supports both Mac and Windows platforms, and enables remote control of computers through national social applications such as WeChat and QQ, to complete complex scenarios such as file processing, automated tasks, social media operations, etc. qClaw also supports the development of a new AI assistant tool, QClaw. QClaw supports both Mac and Windows platforms.

Main functions of QClaw

1. WeChat/QQ Direct Connection Remote Control
   • Users just need to scan the code to bind to WeChat or QQ, and can send commands through the chat window to remotely control the computer to perform tasks (e.g., open files, edit forms, run scripts, etc.).
   • Example: On the way home from work, you can modify the report on your home computer via a WeChat command, and QClaw automatically executes it and returns the results.
2. Intelligent File Manipulation
   • Support for opening, editing and calculating local files remotely (e.g. Excel table summing statistics).
   • Automatically organize desktop files and file them by type.
3. Automation Development Programming
   • Create a project, write code, and automatically commit it to GitHub in a single sentence with zero manual effort.
   • Developers can complete repetitive tasks (e.g., project initialization, code review) with natural language instructions.
4. Social media automation
   • Automatically generate content and publish it on platforms such as Little Red Book and Circle of Friends, and support automatic interactive replies (e.g., likes and comments) to help the account increase the number of fans.
   • Example: post an AI efficiency note and automate the interaction to boost account activity.
5. Academic Literature Organization
   • Automatically search for papers, filter highly cited literature, generate reviews and export to PDF or LaTeX format.
   • Assist researchers and students to reduce the workload of literature organization.
6. Intelligent Schedule Reminder
   • Regularly pushes weather and schedule information and gives advice on dressing for travel according to the situation.
   • Support to set up daily timed tasks (e.g. morning reminder, meeting notification).
7. Long-term memory function
   • Remember user preferences and usage context, the longer you use it the more you understand user habits and provide personalized services.
8. Localized Deployment and Data Security
   • All data processing is done on local computers and not uploaded to the cloud to protect privacy and security.
   • It supports access to domestic big models such as Kimi, DeepSeek, GLM, etc., and allows customized switching.

Scenarios for using QClaw

1. mobile office
   • Scenario: You need to work on your work documents urgently while you are away from home, but you can't bring your computer with you.
   • Operation: Send commands via WeChat to remotely open computer files and modify the contents.
2. Social Media Operations
   • Scenario: self-publishers need to publish content and interact on a regular basis.
   • Action: Command QClaw to automatically generate notes and post them, reply to comments to boost account activity.
3. Programming
   • Scenario: Developers need to quickly create a project framework and submit code.
   • Operation: Describe the requirements in one sentence and QClaw automatically completes the project initialization, code writing and GitHub submission.
4. academic research
   • Scenario: a large body of literature needs to be organized and a review generated.
   • Operation: Enter subject keywords and QClaw automatically searches, filters and exports formatted documents.
5. everyday lives
   • Scenario: You need to set up regular reminders or manage schedules.
   • Action: Command QClaw to push weather information or meeting notifications on a timed basis.

How to use QClaw?

1. Apply for internal test qualification
   • Visit the QClaw website (https://claw.guanjia.qq.com/) and fill out the Internal Test Application Questionnaire (https://wj.qq.com/s2/25871229/abe7/).
   • Get download access after reviewing and approving.
2. download and install
   • Download the installation package according to your operating system (double-click for Windows users). .exe file, Mac users open the .dmg file and drag it into the Applications folder).
   • Follow the prompts to complete the installation.
3. Scan code to bind WeChat/QQ
   • Open QClaw client and click “Bind WeChat” or “Bind QQ” button.
   • Scan the QR code on the screen with your cell phone to complete the association binding (there will be an additional “lobster” friend in WeChat).
4. Send command operation
   • PC-based: Enter commands in the QClaw client.
   • WeChat Remote ControlOpen WeChat anytime, anywhere, and send text or voice commands to your “lobster” friends.
   • Example: Send “Open the contract.docx on my desktop and change the third clause to...”, QClaw will automatically execute and return the result.
5. Security settings
   • First-time use requires granting system-level operating privileges.
   • It is recommended to set strong passwords and authentication tokens, restrict only trusted contacts to send commands, and enable secondary confirmation for sensitive operations.

Recommended Reasons

1. low threshold and easy to get started
   • Three-step operation (applying for internal testing, downloading and installing, scanning and binding) can be used without complex configuration or technical background.
   • Tencent has turned OpenClaw, which originally required technical experts to deploy, into a tool that ordinary users can easily get started with through productization and packaging.
2. Deep integration of local ecology
   • Native support for WeChat, QQ and other national-level applications, breaking the traditional AI assistant must be operated in front of the computer, truly realize remote control at any time and anywhere.
   • Covering 5000+ skill ecosystems and accessing platforms such as ClawHub and GitHub, it meets the needs of multiple scenarios such as office, development, academia and life.
3. Data security and privacy safeguards
   • Localized deployment mode ensures that all sensitive data stays on the user's device and is not uploaded to the cloud, avoiding the risk of data leakage.
   • Suitable for users who deal with trade secrets and personal privacy (e.g. corporate users, researchers).
4. Efficient Productivity Enhancement
   • Compress manual tasks that would otherwise take hours into minutes (e.g., organizing meeting minutes, generating a literature review).
   • Realize the transformation from “human-operated computer” to “human-commanded AI-operated computer”, releasing users' time and energy.
5. Continuous Evolution and Personalized Service
   • Long-term memory ability to remember user preferences and usage habits, the more you use it, the better you get at it.
   • Built-in domestic big models (such as Kimi, DeepSeek), support customized switching, flexible to meet different needs.