Analyzing AgentScope Library
Scannednpx machina-cli add skill Microck/ordinary-claude-skills/analyzing-agentscope-library --openclawAnalyzing 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).
Source
git clone https://github.com/Microck/ordinary-claude-skills/blob/main/skills_all/analyzing-agentscope-library/SKILL.mdView on GitHub Overview
Analyzing AgentScope Library helps you retrieve information from the AgentScope library for analysis and decision-making. It guides you to locate modules, classes, functions, examples, and guidance via scripts and tutorials.
How This Skill Works
You start by choosing one of three scripts: Search for Guidance, Search for Examples, or a quick module viewer to list a module’s submodules, classes, and functions. Clone the AgentScope repo and browse with simple shell commands like ls or cat; avoid using find for navigation. If the library isn’t installed, install it with pip and then use the module viewer or search scripts to fetch the needed information.
When to Use It
- To learn how to navigate AgentScope tutorials and docs
- To locate specific modules, classes, or functions within the library
- To gather guidance and examples for building with AgentScope
- To identify how to initialize or configure the library via tutorials
- To quickly access official examples and guidance in the repository
Quick Start
- Step 1: Decide which script to use (Guidance, Examples, or module viewer) based on your question
- Step 2: Clone the Agentscope repo and browse docs/tutorials and examples using ls or cat
- Step 3: Use the module viewer to list submodules, classes, and functions, or run Guidance/Examples searches
Best Practices
- Clone the agentscope repository and review docs/tutorials before diving into code
- Choose the script that matches your question type: Guidance, Examples, or module viewer
- Verify installation with pip list | grep agentscope and install if missing
- Navigate with ls and cat to explore the examples tree; avoid using find
- Test lookups in a dev environment and reference the official docs for accuracy
Example Use Cases
- A developer learns how to initialize AgentScope by following tutorials
- A QA engineer looks up the modules, classes, and functions under agentscope
- A data scientist copies official examples to implement a feature
- A new team member clones the repo to understand guidance and examples
- A maintainer validates guidance by inspecting docs/tutorials and examples
