{"id":25028838,"url":"https://github.com/chkp-roniz/gh-copilot-insights","last_synced_at":"2025-07-04T07:04:47.679Z","repository":{"id":275958306,"uuid":"927626308","full_name":"chkp-roniz/gh-copilot-insights","owner":"chkp-roniz","description":"GitHub Copilot Insights is a GitHub CLI extension that provides detailed metrics and insights on AI-driven code automation and developer productivity. 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It helps organizations understand how effectively they are utilizing GitHub Copilot, identify areas for improvement, and measure the impact on productivity and ROI.\n\n## Insights\n\nThe plugin provides the following insights:\n\n1. **Adoption \u0026 Utilization**\n   - 🚀 **Seat Utilization Rate**: Measures how well the organization is using its purchased seats.\n   - 📈 **Active vs. Engaged Users**: Tracks meaningful usage by comparing total engaged users to total active users.\n   - 📊 **Feature Engagement Rate**: Highlights which features (chat, IDE completions, PR summaries) are driving value.\n   - 🔄 **IDE Adoption**: Measures the adoption rate of IDE.\n   - 🔄 **Dotcom Adoption**: Measures the adoption rate of using the contextual GitHub Copilot for GitHub hosted repositories.\n\n2. **Productivity Impact**\n   - ✅ **Code Acceptance Rate**: Tracks AI relevance and developer trust in suggestions.\n   - 📏 **Code Adoption Efficiency**: Measures AI's direct contribution to production code.\n   - 🤖 **AI Chat Engagement**: Determines if chat is enhancing workflows.\n\n3. **ROI \u0026 Cost Efficiency**\n   - 💰 **Cost per Engaged User**: Evaluates per-user ROI.\n   - 🔄 **Custom Model Efficiency**: Tracks the impact of fine-tuned models vs. default AI.\n\n4. **Workflow Acceleration**\n   - ⚡ **PR Automation Impact**: Measures AI-driven automation in code review.\n   - ⌛ **AI-Driven Code Speed**: Tracks how much Copilot accelerates dev cycles.\n\n5. **Strategic Growth Metrics**\n   - 📣 **Expansion Potential**: Gauges organic adoption growth.\n   - 📌 **Editor Preference Index**: Identifies IDE preference trends (VSCode vs. JetBrains, Neovim).\n\n## Installation\n\nTo install the GitHub Copilot Insights plugin as a GitHub CLI extension, follow these steps:\n\n1. Install the extension:\n   ```sh\n   gh extension install chkp-roniz/gh-copilot-insights\n   ```\n\n## Usage\n\nTo use the GitHub Copilot Insights plugin, run the following command:\n\n```sh\ngh copilot-insights --scope \u003cscope\u003e --output \u003coutput\u003e [--extended] [--debug]\n```\n\n- `--scope`: The name of the organization or enterprise for which to retrieve insights.\n- `--output`: The output format, either `json`, `summary`, or `table`.\n- `--extended`: Include extended metrics in the output (optional).\n- `--debug`: Enable debug mode (optional).\n\n## Example\n\nHere is an example of how to use the plugin:\n\n```sh\ngh copilot-insights --scope my-org --output summary --extended --debug\n```\n\nThis command retrieves the GitHub Copilot insights for the organization `my-org` and outputs a summary with extended metrics in debug mode.\n\n## License\n\nThis project is licensed under the MIT License. See the [LICENSE](LICENSE) file for details.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fchkp-roniz%2Fgh-copilot-insights","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fchkp-roniz%2Fgh-copilot-insights","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fchkp-roniz%2Fgh-copilot-insights/lists"}