The Phenomenal AI Agent of 2024: A Complete Guide to WorkBuddy from 0 to 1

The first time you open WorkBuddy, don't ask it:

"What can you do for me?"

This question is too broad, and the answer is usually just a generic feature list.

A more effective way to start is to give it a real workflow directly:

• "Read this Excel file and help me organize it into a weekly meeting report and a presentation PPT."
• "Based on the product materials, generate landing page copy, an FAQ, and a previewable webpage."
• "Organize this week's meeting notes, extract task owners and deadlines, and generate a project to-do list."
• "I'm out; help me find the project files on my computer, organize them, and send the results back to WeChat."

These tasks have one thing in common:

They don't just need an AI to answer questions; they need it to read materials, call tools, process files, generate results, and sometimes send those results back to office software.

This is the core value of WorkBuddy.

Officially defined as a scenario-based AI workstation, it places models, experts, expert groups, skills, connectors, local files, design canvases, remote assistants, and automated tasks within the same interface. This allows users to complete the entire process from analysis to delivery around a single task.

1Real Task
2   ↓
3Ask / Plan / Craft
4   ↓
5Select Model
6   ↓
7Experts or Expert Groups handle analysis and decision-making
8   ↓
9Skills handle specific actions
10   ↓
11Connectors read or operate external services
12   ↓
13Local Files / Tencent Docs / Email / Design Canvas / Cloud Services
14   ↓
15Generate documents, tables, PPTs, webpages, design drafts, or task results

Let's dive into the most important parts of WorkBuddy: what it is, how its internal modules cooperate, and how a regular person can run their first truly useful Agent workflow.

I. What is the difference between WorkBuddy and standard Chat AI, Claude Code, or Codex?

You might ask, Claude Code and Codex can also read computer files, modify code, run commands, organize data, and generate documents. Why choose WorkBuddy? After a deep experience, I found the differences lie in the entry point, focus, and usage environment.

Simply put, WorkBuddy is more suitable for general office users in China.

Users don't need to understand terminals, environment variables, or project configurations. They can select working directories, models, experts, and skills from a Chinese interface, and then issue tasks via WeChat, WeCom, QQ, Feishu, or DingTalk.

WorkBuddy's core advantage can be summarized in eight words:

Scenario-driven, ecosystem synergy.

Its focus isn't on how strong a single model is, but on whether AI can be placed into a real workflow.

II. Understanding the Overall Architecture of WorkBuddy

WorkBuddy may look feature-heavy, but it can be broken down into five layers.

Layer 1: Task Entry

You start by proposing a real task, such as:

• Organizing a batch of files;
• Analyzing a spreadsheet;
• Generating a PPT;
• Creating a webpage;
• Checking email;
• Organizing meeting content;
• Periodically generating daily reports;
• Remotely controlling a computer to execute tasks.

Each conversation in WorkBuddy corresponds to an independent task with its own workspace and context. Different tasks can run in parallel or resume after completion, failure, or interruption.

Layer 2: Execution Mode

WorkBuddy provides three working modes, which you can think of as the level of authority given to the Agent to control the computer.

The official recommendation is to start with Ask, use Plan for complex tasks, and enter Craft once the scope is confirmed.

Think of these modes as:

Ask is inspecting the site.

Plan is reviewing the blueprints.

Craft is starting the construction.

Layer 3: Thinking and Execution Capabilities

This layer includes four core components:

• Models;
• Experts;
• Expert Groups;
• Skills.

Models handle understanding and generation. Experts provide judgment frameworks for specific fields. Expert Groups split complex tasks among multiple roles. Skills execute specific actions.

Layer 4: Data and External Services

This layer includes:

• Local working directories;
• Uploaded files;
• Tencent Docs;
• QQ Mail;
• Tencent Meeting;
• Tencent Lexiang;
• Tencent Drive;
• TAPD;
• Custom Connectors.

Connectors bring data from external services into the task and can perform actions like sending emails or creating documents within authorized limits.

Layer 5: Delivery and Extension

The final result could be a Word doc, a spreadsheet, a PPT, a webpage, a poster, a design draft, or an operation completed in an external system.

For further expansion, you can connect to:

• Ardot Design Canvas;
• Mobile Remote Assistant;
• Automated Tasks;
• Team Projects;
• Tencent Cloud TokenHub;
• COS Object Storage;
• Lighthouse Lightweight Server.

III. Four Concepts Beginners Often Confuse

1. Model: The Basic Brain of the Task

WorkBuddy itself is not a standalone large model. It provides multiple built-in models and supports adding custom models. Currently, it covers Hunyuan, GLM, Kimi, DeepSeek, MiniMax, etc., and offers an "Auto" mode.

Beginners don't need to study model leaderboards. Start with Auto. If the task doesn't run well, then switch models based on the issue (e.g., switching to a model better at Chinese or image understanding).

2. Expert: Adding Professional Roles and Methods

An Expert is a combination of "persona, methodology, and toolchain." For example, given the same product data, a Market Research Expert will analyze competition, while a Content Expert will design topics.

3. Expert Group: Collaborative Roles for Complex Tasks

Expert Groups handle tasks requiring multiple roles, like a landing page project involving a product manager, copywriter, and designer. A "Leader" role decomposes the task and integrates the final delivery.

4. Skill: Specific Tool Capabilities

Experts "know," while Skills "do." Skills encapsulate scripts and workflows to perform actions like reading/writing files, generating PPTs, or searching the web.

IV. Connectors: The Key to Real Work Environments

Connectors allow WorkBuddy to read and operate external services like QQ Mail or Tencent Docs. For example, with QQ Mail connected, it can summarize email threads or draft replies.

V. Workspaces Define Task Boundaries

A workspace is like a project folder. It determines where WorkBuddy reads files from and saves results to. It is the most basic safety boundary.

VI. The Correct Order for Beginners to Use WorkBuddy

Don't just say "process all this." Follow these five steps:

1. Use Ask to survey the scene: Ask it to list the files it sees.
2. Use Plan to review the execution plan: Ask it what it intends to do before it does it.
3. Use Craft to execute: Proceed with the confirmed plan.
4. Accept the results: Check the actual files, not just the chat box.
5. Make local modifications: Don't redo the whole thing; specify what to change.

VII. Practical Case 1: Turning Excel into a Weekly Report and PPT

Use Plan to check fields and define the report structure, then use Craft to generate the final PPT and report based on the data.

VIII. Practical Case 2: From Product Info to Landing Page

Call a Marketing Expert to organize the page logic, then use a Frontend Skill to generate a previewable HTML page.

IX. Design Creativity: From Dialogue to Editable Canvas

WorkBuddy integrates with Tencent Ardot. Unlike standard AI image generators that give you a flat image, Ardot provides editable design drafts for UI, PPTs, and posters.

X. Remote Assistant: Turning Software into a Mobile Entry Point

You can connect WorkBuddy to WeChat or Feishu. Send a message from your phone, and your computer at home/office executes the task and sends the result back.

XI. Automation: Putting Proven Workflows on a Schedule

Once a manual workflow is stable, you can set it to run automatically, such as generating a weekly report every Friday at 4 PM.

XII. Projects: Team Collaboration Layer

Projects allow for team members, kanbans, and shared asset libraries. Start with individual tasks before moving to the project layer.

XIII. Tencent Cloud Capabilities: Long-term Running and Deployment

For advanced users, TokenHub manages model costs, COS handles cloud storage, and Lighthouse deploys generated websites.

XIV. Six Boundaries You Must Maintain

1. One task, one workspace.
2. Plan before important tasks.
3. Use default permissions first.
4. Check the source of third-party skills.
5. Re-confirm external writes (emails, deletions).
6. Human acceptance is final.

XV. Who is WorkBuddy for?

• Solopreneurs and freelancers.
• Small to medium team leaders.
• Content, E-commerce, and Ops professionals.
• Users who prefer GUI over terminal tools like Claude Code.

Conclusion

WorkBuddy is a workstation where models understand, experts judge, and skills execute. Its value lies in bringing these components into a familiar office environment for domestic users. Start with a small loop: Ask, Plan, Craft, and Accept.