An open-source tool to help AI coding assistants remember context

An open-source tool to help AI coding assistants remember context

This GitHub project helps AI coding assistants keep track of past instructions and project context. It packages several agents and skills so people do not have to repeat the same details as often. For AI agent work, it may reduce token use and cost, but the real value depends on how well it works in practice.

Key points

  • It is aimed at tools like Claude Code and Codex.
  • It uses written requirements to guide coding work more consistently.
  • Reducing repeated context can lower token use in long AI coding sessions.
  • It may be most useful for teams or product owners who run repeated AI-assisted build tasks.

Quick term guide

context
The information an AI uses to understand your request, such as files, notes, and past messages.
packages
Bundles of outside code that developers add to a project to save time.
agents
AI helpers that follow your instructions and make changes for you.
skills
Extra built-in instructions that help the AI handle a specific kind of task.
AI agent
An AI program that can inspect information and suggest what to do next.
token
A small piece of text used to measure AI input, output, and cost.
session
A continuous period of interaction between a user and a computer program.
Owner
The top account role that can usually change almost every setting.
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