agentscope-ai/agentscope-samples ? reverse-engineered prompt

Build me a Python sample collection for AgentScope that helps people get started with different kinds of AI agents, from simple command line tools to a few full stack apps with a web UI and backend.

I want the repo to feel like a set of ready to run examples, grouped by use case, like chatbot, browser automation, deep research, multi agent conversation, games, data processing, evaluation, and tuning. Some examples can just be pure Python, and a few should show the runtime based version for deployable apps. Please include a clear template people can copy when they want to add a new sample, and make sure each example has its own short setup and run instructions.

Keep it practical and easy to explore, with a clean README that explains what each sample does and how they differ. If you need to look up the current docs for AgentScope or the runtime, feel free to do that.