Analyzing AgentScope Library

Analyzing AgentScope Library

Overview

This guide covers the essential operations for retrieving and answering questions about the AgentScope library. If you need to answer questions regarding the AgentScope library, or look up specific information, functions/classes, examples or guidance, this skill will help you achieve that.

Quick Start

The skill provides the following key scripts:

• Search for guidance in the AgentScope tutorial.
• Search for official examples and recommended implementations provided by AgentScope.
• A quick interface to view AgentScope's Python library by given a module name (e.g. agentscope), and return the module's submodules, classes, and functions.

When being asked an AgentScope-related question, you can follow the steps below to find the relevant information:

First decide which of the three scripts to use based on the user's question.

• If user asks for "how to use" types of questions, use the "Search for Guidance" script to find the relevant tutorial
• If user asks for "how to implement/build" types of questions, first search for relevant examples. If not found, then consider what functions are needed and search in the guide/tutorial
• If user asks for "how to initialize" types of questions, first search for relevant tutorials. If not found, then consider to search for the corresponding modules, classes, or functions in the library.

Search for Examples

First ask for the user's permission to clone the agentscope GitHub repository if you haven't done so:

git clone -b main https://github.com/agentscope-ai/agentscope

In this repo, the examples folder contains various examples demonstrating how to use different features of the AgentScope library. They are organized in a tree structure by different functionalities. You should use shell command like ls or cat to navigate and view the examples. Avoid using find command to search for examples, as the name of the example files may not directly relate to the functionality being searched for.

Search for Guidance

Similarly, first ensure you have cloned the agentscope GitHub repository.

The source agentscope tutorial is located in the docs/tutorials folder of the agentscope GitHub repository. It's organized by the different sections. To search for guidance, go to the docs/tutorials folder and view the tutorial files by shell command like ls or cat.

Search for Targeted Modules

First, ensure you have installed the agentscope library in your environment:

pip list | grep agentscope

If not installed, ask the user for permission to install it by command:

pip install agentscope

Then, run the following script to search for specific modules, classes, or functions. It's suggested to start with agentscope as the root module name, and then specify the submodule name you want to search for.

python view_agentscope_module.py --module agentscope

About detailed usage, please refer to the ./view_agentscope_module.py script (located in the same folder as this SKILL.md file).