What it does
AI coding agents have a limited working memory, called the context window. When it fills up or is cleared, the agent can lose track of what it was doing.
This skill keeps three plain files in your project: a task plan, a findings log and a progress log. It reminds the agent of the plan on every turn, and can stop the agent from finishing before the plan is marked complete.
Its makers say it works with many agents, including Claude Code, Codex, Cursor and GitHub Copilot.
Who it's for
Developers who run long tasks with AI coding agents and want them to stay on track.
Can I use it without coding?
Developers only. Installed into a coding agent with a terminal command or plug-in marketplace. New to this? Start here.
Can I run it?
- Cost
- Free, but needs an AI accountThe software is free, but it uses an online AI service (like OpenAI or Anthropic), which usually charges for use.
- Computer
- An ordinary computer is fine
- Privacy
- Sends what you give it to an online service
- API key
- Not needed
Try it
- Install the skill into your AI coding agent, such as Claude Code or Cursor, using the README's install guide.
- The agent then keeps its plan, notes and progress in three files in your project.
Using Claude Code, Cursor or another AI coding assistant? Paste the prompt and it will walk you through the setup.New to this?
Before you install
- Only download from the official GitHub page. Copies with similar names exist for many popular projects.
- License (MIT): Very permissive: free to use, change and share, including for business.
- What you type or upload is sent to an online service. Avoid sharing private or sensitive information.
- More on staying safe