QitOS

QitOS is a research-first **agentic kernel** for modular and reproducible agent workflows. - One mainline: `AgentModule + Engine` - Explicit loop: `prepare -> decide -> act -> reduce -> check_stop` - Reproducible: hooks + trace as first-class contracts

Start Building Learn the Kernel Inspect with qita

Researchers

Reproduce papers, design new methods, compare variants rigorously.

Start with Kernel

Builders

Get running fast, integrate tools/env, ship stable behavior.

Start with Getting Started

Observability

Inspect every run with qita board/view/replay/export.

Open qita Guide

Benchmark Ready

GAIA is already adapted through qitos.benchmark -> Task.

Run GAIA with QitOS

Run in 2 Minutes

pip install -e .

export OPENAI_BASE_URL="https://api.siliconflow.cn/v1/"
export OPENAI_API_KEY="<your_key>"

python examples/patterns/react.py --workspace ./playground

Configure Model Read Walkthroughs

Product Snapshot

QitOS CLI

qita board

qita trajectory view

Source Index

• examples/quickstart/minimal_agent.py
• examples/patterns/react.py
• qitos/core/agent_module.py
• qitos/engine/engine.py
• qitos/qita/cli.py