Advanced

Use this section when the default install and CLI path is already clear and you are integrating, extending, or specializing the system.

Topics

• Extend Qiongli
• Subject Packaging Model
• Agent + Skill Collaboration
• Cross-Platform MCP Server
• MCP Providers Setup
• Rigorous Literature Search
• Zotero Integration
• Publish native packages

Choose the relevant guide

Configure an existing provider before adding another integration. For agent work, set a bounded task and source scope. Keep subject differences in shared guidance or profiles, and use the native version and qualification process for publishing.

Plugin connection · MCP connection

Desktop Alpha information remains available for maintenance; it is not the current CLI installation path.