Show HN: Singularity – memory that makes coding agents cheaper on repeat work (github.com)

A new tool called Singularity has been introduced to enhance the efficiency of coding agents by implementing procedural memory, allowing them to learn from previous Claude Code sessions. This innovation reduces the time and tokens required for repetitive tasks, making the coding process more cost-effective. Users can easily install Singularity on various platforms, including macOS, Linux, and Windows, through a simple command that sets up memory across their coding agents, effectively streamlining their workflows. The significance of this development lies in its potential to improve productivity for developers by enabling coding agents to retain contextual knowledge from past sessions. This allows the agents to adapt to user preferences and workflows over time, reducing the need for repeated model calls and enhancing overall efficiency. Key technical features include memory that learns from successfully completed sessions, hooks for seamless integration, and commands to manage and query the learning process. As a result, Singularity not only optimizes coding tasks but also offers insights into workflows, which could transform how developers interact with AI-driven coding tools.