baokhang83/fluencyloop

43 stars · Last commit 2026-08-16

:star: AI-assisted development workflow that produces understanding alongside code. Teach, capture decisions, document, assemble reviews.

PluginWorkflow & Automation TDD & Testing Documentation Design & UI DevOps & Infra Productivity AI & Prompting

README preview

<p align="center">
  <img src="https://github.com/user-attachments/assets/374c1a23-b1f1-402d-9e66-424f6793cdbd" alt="FluencyLoop — stay fluent in the code your AI agent writes" width="300" style="max-width: 100%; height: auto;"/>
</p>

<h1 align="center">FluencyLoop</h1>

<p align="center">
  <a href="https://github.com/baokhang83/fluencyloop/actions/workflows/ci.yml"><img src="https://github.com/baokhang83/fluencyloop/actions/workflows/ci.yml/badge.svg" alt="CI"/></a>
  <a href="https://github.com/baokhang83/fluencyloop/releases/latest"><img src="https://img.shields.io/github/v/release/baokhang83/fluencyloop?display_name=tag&amp;sort=semver" alt="Latest release"/></a>
  <a href="https://github.com/baokhang83/fluencyloop/stargazers"><img src="https://img.shields.io/github/stars/baokhang83/fluencyloop?style=social" alt="GitHub stars"/></a>
  <a href="LICENSE"><img src="https://img.shields.io/github/license/baokhang83/fluencyloop" alt="Apache-2.0 license"/></a>
  <a href="CONTRIBUTING.md#project-status"><img src="https://img.shields.io/badge/status-beta-blue" alt="Status beta"/></a>
</p>

<p align="center">FluencyLoop captures the decisions behind each feature while your agent builds it,<br/>so the codebase remains explainable.</p>

[![Watch the video](https://github.com/user-attachments/assets/cb19678e-c3dd-47ff-bc46-ae240e4be36b)](https://github.com/user-attachments/assets/161f1def-13a9-4a1b-a7b1-724eedc39c39)

## Table of contents

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