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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

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

Product Snapshot

QitOS CLI

QitOS CLI

qita board

qita board

qita trajectory view

qita trajectory view

Source Index