Guide

Use this section when you are operating Qiongli as a user or project owner. It starts from installation and workflow selection, then moves into runtime checks and troubleshooting.

Start Here

• Quickstart: smallest install surface, first workspace, paper routes, and quality-gate context.
• Install: native plugin, bootstrap, npm, and pipx install surfaces.
• Using Agent Skills: what to type after install in Codex, Claude Code, Gemini CLI, and the shell.
• Task Recipes: scenario-based routes for literature review, empirical design, writing, code, and rebuttal.
• Multi-Agent Runtime Guide: runtime routing, Gemini transport, broker setup, and auth rules.
• Examples: paper-type playbooks for systematic review, empirical, qualitative, methods, and theory workflows.
• Upgrade: shell bootstrap, Python CLI, and long-lived clone upgrade paths.
• Troubleshooting: unified error-code guide.

Recommended Reading Order

1. Quickstart
2. Install
3. Using Agent Skills
4. Task Recipes
5. Multi-Agent Runtime Guide
6. CLI Reference
7. Troubleshooting

When To Leave This Section

• Need the layer model or dependency rules: go to Architecture or Conventions.
• Need MCP/Zotero/provider setup: go to Advanced.
• Need to modify the system itself: go to Maintainer.