A sophisticated AI agent assistant specialized in autonomous multi-step task execution, browser automation, and secure code generation.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install manus-agent
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install manus-agent using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Manus Agent?
Manus Agent is a powerful autonomous assistant within the Openclaw Skills ecosystem designed to bridge the gap between simple chat and complex task completion. Unlike standard LLMs, it possesses the agency to navigate the web, interact with UI elements, and execute logic in a sandboxed environment. It is engineered to decompose high-level user goals into actionable sub-tasks, ensuring high-fidelity delivery of results like Excel reports, PDF summaries, or fully functional code.
By leveraging advanced browser automation and file processing capabilities, Manus Agent acts as a virtual workforce. It excels at market research, competitive analysis, and data visualization, providing a level of operational autonomy that rivals specialized tools like Devin while maintaining excellent multilingual support and accessibility.
Manus Agent Use Cases
- Market Research: Automatically identify top brands in specific industries and compile sales data into formatted Excel spreadsheets.
- Data Analysis & Visualization: Process raw CSV files to generate monthly trend charts and ranking reports delivered as PDFs.
- Web Development: Build modern, minimalist personal portfolios or landing pages including multiple sections and contact forms.
- Competitive Intelligence: Conduct deep-dive comparisons of software features across multiple platforms and generate detailed analysis tables.
How Manus Agent Works
- Task Decomposition: The agent analyzes the user prompt and breaks it down into a logical sequence of sub-steps.
- Browser Interaction: It navigates URLs, fills out forms, and extracts data from web pages as required by the task.
- Sandboxed Code Execution: The agent writes and runs Python or JavaScript code in a secure environment to process data or perform calculations.
- Dynamic Adaptation: It monitors intermediate steps and adjusts its strategy if it encounters roadblocks or errors.
- Artifact Generation: The final output is packaged into the requested format (Excel, PDF, Word, etc.) and delivered to the user.
Manus Agent Setup
To integrate this capability into your environment, follow these steps using Openclaw Skills:
# Install the Manus Agent skill via the CLI
claw install manus-agent
# Configure necessary permissions for browser automation
claw configure manus-agent --enable-browser
Note: For sensitive operations like website logins, manual authorization will be prompted within the interface.
Manus Agent Data Schema & Taxonomy
Manus Agent manages data through a structured pipeline to ensure clarity and traceability:
| Component | Type | Description |
|---|---|---|
| Input Files | PDF, CSV, Excel, Docx | User-provided source data for analysis or conversion. |
| Execution Logs | Screenshots & Text | Step-by-step records of browser actions and terminal output. |
| Workspaces | Secure Sandbox | Temporary environment for code execution and dependency installation. |
| Output Artifacts | Multi-format | Generated reports, charts, and code files (Excel, PPT, PDF). |
Manus Agent Advanced Features
- Multi-Language Sandbox: Native support for running Python and JavaScript with automatic dependency management.
- Authorized Browser Sessions: Ability to perform authenticated actions on websites with user-guided credential management.
- Automated Reporting: One-click generation of professional-grade business documents and data visualizations.
- Cross-Platform Comparison: Built-in logic to benchmark its own performance against other agents like Devin or Claude.
SKILL.md
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