konradcinkusz

Copilot Scope — Data skill for Claude Code

Data community

Observability for AI copilot sessions; OpenTelemetry collector, Postgres store, and Blazor dashboard with real-time quality scoring, built on .NET Aspire.

How to install Copilot Scope

This entry records only its repository, not the path inside it, so there is no exact command to give. Open konradcinkusz/copilot-scope and copy the folder into ~/.claude/skills/, or the file into ~/.claude/agents/.

What Copilot Scope does

Observability for AI copilot sessions; OpenTelemetry collector, Postgres store, and Blazor dashboard with real-time quality scoring, built on .NET Aspire.

Alternatives in Data

  • Azure Document Intelligence .net — Document text, table, and data extraction 1.8k ★
  • Claude Deep Research Skill — Enterprise-grade deep research skill for Claude Code with 8-phase pipeline, source credibility scoring, and au 1k ★
  • Agentlytics — Comprehensive analytics dashboard for AI coding agents — Cursor, Windsurf, Claude Code, VS Code Copilot, Zed 473 ★

README

CopilotScope

[![build containers](https://github.com/konradcinkusz/copilotscope/actions/workflows/build-containers.yml/badge.svg)](https://github.com/konradcinkusz/copilotscope/actions/workflows/build-containers.yml) [![Research Paper](https://img.shields.io/badge/PDF-Research%20Paper-blue)](https://github.com/konradcinkusz/copilotscope/releases/latest/download/CopilotScope_Quality_Framework.pdf) [![License: MIT](https://img.shields.io/badge/License-MIT-e0a458.svg)](LICENSE) [![Latest Release](https://img.shields.io/github/v/release/konradcinkusz/copilotscope?color=e0a458)](https://github.com/konradcinkusz/copilotscope/releases/latest) [![Downloads](https://img.shields.io/github/downloads/konradcinkusz/copilotscope/total?color=6cc5a1)](https://github.com/konradcinkusz/copilotscope/releases) [![GitHub Stars](https://img.shields.io/github/stars/konradcinkusz/copilotscope?style=social)](https://github.com/konradcinkusz/copilotscope/stargazers) [![CI](https://github.com/konradcinkusz/copilotscope/actions/workflows/ci.yml/badge.svg)](https://github.com/konradcinkusz/copilotscope/actions/workflows/ci.yml) [![.NET 10](https://img.shields.io/badge/.NET-10.0-512BD4?logo=dotnet&logoColor=white)](https://dotnet.microsoft.com/download/dotnet/10.0)

**Quality scoring for AI coding-assistant sessions.**

Your Copilot, Claude Code and Cursor already emit OpenTelemetry. Point them at CopilotScope and you get more than a token counter: a composite quality score per session, the turn where the conversation stalled, whether the accepted edits actually survived, and what the repair loop cost. Runs on your machine; no SDK, no account, no data leaving the box.

Everyone else counts **usage**. CopilotScope scores **quality** — and exports that score to Prometheus and Grafana if you already run them.

![CopilotScope sessions view](docs/img/dashboard-sessions.png)

curl -O https://raw.githubusercontent.com/konradcinkusz/copilotscope/master/docker-compose.ghcr.yml
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