Use Copilot CLI to increase developer productivity

Source: Dev.to

GitHub Copilot CLI Challenge Submission

This is a submission for the GitHub Copilot CLI Challenge.

What I Built

I used Copilot CLI and Copilot SDK to create a CLI application 🖥️ called DevScope.

DevScope is a macOS‑first, privacy‑focused CLI tool that helps developers understand how they actually spend their time across applications, terminal commands, and browser activity.

Demo

GitHub repository:

My Experience with GitHub Copilot CLI

😌 The Problem

Developers generate a lot of activity data:

• App usage
• Terminal commands
• Browser research
• Commits and tooling

Raw metrics do not answer higher‑level questions about focus, intent, or progress. Existing tools either:

• Focus on generic screen time
• Hide logic behind opaque dashboards
• Or do not integrate with developer workflows

DevScope is designed to live in the terminal, stay transparent and explainable, and treat Copilot as a thinking partner instead of just autocomplete.

🚀 How GitHub Copilot Is Used

During development

• Writing macOS automation scripts
• Parsing Chrome history
• Designing CLI workflows
• Refactoring collectors and reports

At runtime (Copilot SDK)

• Acting as a reasoning agent
• Summarizing and interpreting developer activity
• Providing goal‑aware insights directly in the terminal

This project demonstrates how Copilot can be both a developer tool and a product feature.

Why an Agent?

Raw metrics like “time spent” or “commands used” do not answer higher‑level questions such as:

• Was I actually focused today?
• Did my work align with my goals?
• What kind of development work did I do?

To solve this, DevScope integrates the GitHub Copilot SDK as a reasoning layer on top of locally collected activity data.

This application is in its initial stage; everyone is welcome to contribute ideas or code.