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cli-anything-agentscope

Interact with the AgentScope Demo AI agent server via command-line interface.

4|2|Updated Apr 10, 2026
Search Tags:#cli#session-management#knowledge-base#file-operations#agentscope#agent-chat
One-click install
npx skills add https://github.com/ataskite/agentscope-demo --skill cli-anything-agentscope
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: cli-anything-agentscope
Source: https://github.com/ataskite/agentscope-demo/tree/main/agent-harness/cli_anything/agentscope/skills
Command: npx skills add https://github.com/ataskite/agentscope-demo --skill cli-anything-agentscope

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill eliminates the need to use the AgentScope Demo web UI for interactions, enabling programmatic, scriptable, and headless access to the AI agent server for automation and power user workflows.

Core Features & Use Cases

  • Multi-Command Agent Operations: Send messages to any available agent (including tool-calling, vision, and RAG agents), list agent configurations, and view detailed agent metadata.
  • Session & Knowledge Management: Create, list, and delete chat sessions, upload and search documents in the RAG knowledge base, and manage file uploads/downloads directly from the command line.
  • Use Case: A developer can use this CLI to automate regression testing of agent responses, or a power user can manage multiple knowledge base documents and persistent chat sessions without navigating the web interface.

Quick Start

Use the cli-anything-agentscope skill to send a message to the basic chat agent and receive a streamed response directly in your terminal.

Frequently Asked Questions about cli-anything-agentscope

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate AgentScope agent chat from the command line?▼

This CLI provides command-line access to interact with the AgentScope Demo server, allowing you to send messages to agents, manage chat sessions, and handle RAG knowledge base operations headlessly without the web UI.

Can I manage RAG knowledge base documents without the AgentScope web UI?▼

Yes, you can upload and search documents in the RAG knowledge base directly via CLI commands, enabling automated document processing and management without navigating the web interface.

What do I need to run headless AgentScope workflows with this CLI?▼

You need a running AgentScope Demo server instance and Python 3.10+ to execute CLI commands, with optional JSON output available for machine-readable integration in automated workflows.

Does this CLI support automated agent testing with persistent chat sessions?▼

Yes, it supports automated regression testing of agent responses by allowing you to create, list, and delete persistent chat sessions programmatically, enabling repeatable agent testing workflows.

How do I get machine-readable output from AgentScope CLI commands?▼

You can enable optional JSON output when executing CLI commands for agent chat, session management, and file operations, providing machine-readable results for automated integration and scripting.

Can I upload and download files to an AI agent server from the terminal?▼

Yes, the CLI supports file upload and download operations directly from the command line, enabling remote server management and automated document processing without web UI interaction.

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