KWCode Local Coding Agent

Skill by ara.so — Daily 2026 Skills collection.

KWCode is a CLI coding agent designed specifically for local open-source models (8B–30B parameters). Unlike cloud-first agents (Claude Code, Cursor), KWCode uses a deterministic expert pipeline where the LLM only classifies and generates — all routing, validation, and decision-making is handled by deterministic code. This lets small models succeed where they would otherwise hallucinate or loop.

Installation

# Standard install
pip install kwcode

# China mirror (faster in mainland)
pip install kwcode -i https://pypi.tuna.tsinghua.edu.cn/simple