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Overview

Loopy is where the lab’s thesis becomes a product. It’s an interactive coding agent CLI built on Spring AI that embodies knowledge-directed execution — giving the agent curated knowledge and structured workflows instead of relying on prompt engineering alone.

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Key Features

  • Embedded agent loop — Built on Agent Workflow for reliable execution
  • Domain skills — Modular, curated capabilities (Spring Boot, testing, migration)
  • Modern TUI — Terminal user interface with real-time agent feedback
  • Forge lifecycle — Define → Forge → Run → Grow workflow customization

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Why Loopy?

Most coding agents are generic. Loopy is opinionated — it ships with curated knowledge about Java/Spring development, structured as skills that guide the agent’s tool selection and execution strategy. The result: more reliable completions with fewer wasted tokens.

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Documentation

Getting Started

Install and run your first agent session in 5 minutes

Extending Loopy

Custom skills, subagents, tool profiles, and the programmatic API

CLI Reference

All flags, slash commands, and configuration options

GitHub

Source code and documentation

The Thesis

Knowledge-directed execution explained