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@PiKa919 PiKa919 commented Oct 30, 2025

Pull Request Checklist

  • I have read and followed the CONTRIBUTING.md guidelines.
  • My contribution adds a new instruction, prompt, or chat mode file in the correct directory.
  • The file follows the required naming convention.
  • The content is clearly structured and follows the example format.
  • I have tested my instructions, prompt, or chat mode with GitHub Copilot.
  • I have run npm start and verified that README.md is up to date.

Description

Added instructions/codexer.instructions.md to guide advanced Python research workflows:

  • Structures ML projects with /data, /models, /notebooks
  • Enforces mlflow/wandb for experiment tracking
  • Supports Jupyter-to-production pipelines with nbconvert
  • Tested with Copilot Chat /codexer on .py files, auto-applies standards
  • Updated README.md table under "Awesome Instructions"

Enhances research productivity for Codexer users diving into ML chaos.


Type of Contribution

  • New instruction file.
  • New prompt file.
  • New chat mode file.
  • New collection file.
  • Update to existing instruction, prompt, chat mode, or collection.
  • Other (please specify):

Additional Notes

  • Followed frontmatter format: title, description, tags: [python, research, ml]
  • Ready to tweak based on feedback—ping me for quick iterations
  • No associated issue, but aligns with repo’s ML/research theme

By submitting this pull request, I confirm that my contribution abides by the Code of Conduct and will be licensed under the MIT License.

Copilot AI review requested due to automatic review settings October 30, 2025 21:01
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Pull Request Overview

This PR adds a new instruction file for Codexer, an advanced Python research assistant with Context 7 MCP integration, and updates the documentation to include it in the instructions table.

  • Introduces comprehensive Python development guidelines with emphasis on speed, reliability, and clean code
  • Documents research workflows using Context 7 MCP tools and web search integration
  • Adds the new instruction file to the README table

Reviewed Changes

Copilot reviewed 2 out of 2 changed files in this pull request and generated 2 comments.

File Description
instructions/codexer.instructions.md New instruction file defining Codexer's Python research assistant capabilities, development standards, and research workflows
docs/README.instructions.md Updates the instructions table to include the new Codexer instruction file

Comment on lines +1 to +3
---
description: 'Advanced Python research assistant with Context 7 MCP integration, focusing on speed, reliability, and 10+ years of software development expertise'
---
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The instruction file is missing the required applyTo field in the markdown front matter. According to the instruction file guide, all .instructions.md files must have an applyTo field that specifies the file or files to which the instructions apply. For example, add applyTo: '**/*.py' to apply these instructions to Python files.

Copilot generated this review using guidance from repository custom instructions.
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@copilot open a new pull request to apply changes based on this feedback

| [PowerShell Cmdlet Development Guidelines](../instructions/powershell.instructions.md)<br />[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fpowershell.instructions.md)<br />[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fpowershell.instructions.md) | PowerShell cmdlet and scripting best practices based on Microsoft guidelines |
| [PowerShell Pester v5 Testing Guidelines](../instructions/powershell-pester-5.instructions.md)<br />[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fpowershell-pester-5.instructions.md)<br />[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fpowershell-pester-5.instructions.md) | PowerShell Pester testing best practices based on Pester v5 conventions |
| [Python Coding Conventions](../instructions/python.instructions.md)<br />[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fpython.instructions.md)<br />[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fpython.instructions.md) | Python coding conventions and guidelines |
| [Codexer Python Research](../instructions/codexer.instructions.md)<br />[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fcodexer.instructions.md)<br />[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fcodexer.instructions.md) | Advanced Python research workflows with Codexer | python, research, ml |
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The table row has an extra column with tags ('python, research, ml') that doesn't match the format of other entries in the table. Looking at rows 94-96 and 98, all other entries have only two columns: Title/Install buttons and Description. This extra column should be removed to maintain consistency with the rest of the table.

Suggested change
| [Codexer Python Research](../instructions/codexer.instructions.md)<br />[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fcodexer.instructions.md)<br />[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fcodexer.instructions.md) | Advanced Python research workflows with Codexer | python, research, ml |
| [Codexer Python Research](../instructions/codexer.instructions.md)<br />[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fcodexer.instructions.md)<br />[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fcodexer.instructions.md) | Advanced Python research workflows with Codexer |

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Can you use npm start to update the readme correctly.

Also, it might be a good idea to scope these instructions as Copilot suggests.

@PiKa919 PiKa919 requested a review from aaronpowell October 31, 2025 12:34
@aaronpowell aaronpowell merged commit 83cdb8c into github:main Nov 2, 2025
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2 participants