AgentBay Skill Suite

This topic introduces the AgentBay Skill Suite and explains how to integrate it.

The AgentBay Skill Suite is a complete solution for extending Agent capabilities. It consists of three core components:

Skill Marketplace: Offers high-quality, security-verified skills. It includes over 1,200 curated and validated skills from trusted sources.
Enterprise SDK: Lets you integrate the skill framework and access the Skill Marketplace through an SDK. It also provides full lifecycle management for your private skills.
Bootstrap Skill: Enables users to autonomously discover, install, and execute skills by using the find-skills capability, reducing manual intervention.

AgentBay Skill Suite architecture

Skill Marketplace

The Skill Marketplace is a capability hub that provides an open, secure, and complete supply chain for skills. It offers skills from the following three types of sources:

Skill type	Source	Security verification	Visibility
Curated open-source skills	Open-source communities like GitHub	Multiple layers of security verification	All users
Skills provided by AgentBay	Official AgentBay	Official security validation	All users
Enterprise-created skills	Created in the enterprise console	Full lifecycle management	Intra-enterprise-only

Enterprise SDK

The Enterprise SDK enables full lifecycle management for your private skills and provides the following core capabilities:

Quick integration: Quickly integrate the skill framework and the marketplace by using a single SDK.
Progressive loading: Reduces initial context overhead by loading only metadata at startup.
Multi-tenant isolation: Uses namespaces to fully isolate storage, access, and execution.
Secure execution: Ensures your data security by running each task in an isolated sandbox.

Bootstrap Skill

The Bootstrap Skill's find-skills capability lets you autonomously discover, install, and execute skills, reducing manual intervention. It provides the following core capabilities:

Autonomous discovery, installation, and execution.
Reduced manual intervention.

Use cases

Code execution: Run scripts in languages like Python, JavaScript, R, and Java to automate cross-platform program execution and retrieve results.
Browser automation: Simulate user behavior to perform web navigation, scrape dynamic data, and run end-to-end automated tests for efficient web application validation.
GUI automation: Execute automated workflows across desktop and mobile. Manage files and windows and run commands on your desktop, or run application tests, perform UI operations, and simulate gestures on mobile apps.
Document processing: Read, write, and convert PDF, Excel, and Word documents to automate report generation, data extraction, and bulk document processing.
API integration: Connect to third-party services and internal enterprise systems to enable cross-platform data synchronization, identity authentication, and business process orchestration.
AI workflow: Orchestrate multi-step AI task flows by combining GUI automation with intelligent decision-making to build an end-to-end intelligent business processing engine.

Quick Integration

IDE integration

Install skills in your IDE and chat with an Agent to execute skills and complete tasks. The following steps use Cursor as an example:

Install find-skills

In the Cursor Agent's chat box, enter the following command to instruct the Agent to install the skill:

# Install the find-skills skill
npx skills add https://github.com/agentbay-ai/agentbay-skills -s find-skills

After the installation is complete, you can ask the Agent to verify that find-skills is executable, for example, by asking Is find-skills installed successfully?

Execute skills via conversation

In the Cursor chat panel, describe your needs in natural language, and the Agent will execute the relevant skills. The following example simulates a conversation with the Agent and the execution result of the Agent calling find-skills:

User: "I need a sandbox that can run Python code."
↓
Cursor Agent automatically calls find-skills to search
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Agent: "I found 'agentbay-aio-skills', which can run Python/JS/R/Java code in a secure sandbox. Do you want to install it?"
↓
User: "Install it."
↓
Agent automatically installs the skill
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User: "Help me run this code: print('Hello from sandbox!')"
↓
Agent uses the newly installed sandbox skill to execute the code
↓
Agent: "Execution result: Hello from sandbox!"

FAQ

Skill Suite vs. Skill Marketplace

The AgentBay Skill Suite is a complete solution that includes three main components: the Skill Marketplace (a skill repository), the Enterprise SDK (an integration tool), and the Bootstrap Skill (for autonomous discovery).

The Skill Marketplace is a component of the Skill Suite where you can browse, search for, and discover useful and secure skills.

Are AgentBay skills secure?

Yes. All published skills pass multiple security checks, and sensitive operations, such as code execution, are performed in an isolated sandbox. Enterprise skills are protected by namespace isolation to ensure data security.

We recommend installing skills only from trusted sources.

Are skills free to use?

Currently, all open-source skills are free. Any changes to our billing policy will be announced in Announcements.

Do too many skills affect performance?

No. Skills use a progressive loading mechanism that loads only metadata at startup. This significantly reduces the initial context overhead. Skill details are loaded on demand, so unused skills do not consume resources.

We recommend that you periodically remove unused skills.