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@sbryngelson sbryngelson commented Nov 12, 2025

User description

Updated README to enhance clarity and add emojis for better readability.


PR Type

Documentation


Description

  • Added Homebrew badge to shields section for package visibility

  • Added emojis to quick start table for improved visual clarity

  • Reorganized getting started section with new subsections

  • Added Codespaces badge and improved documentation navigation


Diagram Walkthrough

flowchart LR
  A["README.md"] -->|Add badges| B["Homebrew shield badge"]
  A -->|Add emojis| C["Quick start table"]
  A -->|Reorganize| D["Getting started section"]
  A -->|Add subsections| E["Codespaces and Containers"]
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File Walkthrough

Relevant files
Documentation
README.md
Add badges and emojis, reorganize getting started               

README.md

  • Added Homebrew badge link and shield to the badges section
  • Added emojis (💨, 🍺, 💻) to quick start installation methods table
  • Reorganized getting started section with new "Codespaces and
    Containers" subsection
  • Moved documentation link and added Codespaces badge button for better
    visibility
  • Repositioned Homebrew quick start section with matching badge
+20/-6   

Note

Updates README with a Homebrew badge, refined quickstart instructions (Codespaces/Homebrew), a getting-started link, and minor formatting/emojis.

  • README:
    • Badges: Add Homebrew tap badge/link alongside existing badges; add badges in relevant sections (Codespaces, Homebrew).
    • Getting Started: Insert prominent link to documentation and reorganize sections for Codespaces/Containers and macOS quick start.
    • Try MFC Table: Update entries with emojis and clearer labels.
    • Cleanup: Remove duplicated guidance lines and streamline wording.

Written by Cursor Bugbot for commit 8029529. Configure here.

Updated README to enhance clarity and add emojis for better readability.
Copilot AI review requested due to automatic review settings November 12, 2025 19:30
@qodo-merge-pro
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PR Reviewer Guide 🔍

Here are some key observations to aid the review process:

⏱️ Estimated effort to review: 1 🔵⚪⚪⚪⚪
🧪 No relevant tests
🔒 No security concerns identified
⚡ Recommended focus areas for review

Possible Duplicate

The Homebrew badge/link appears twice (badge in the header and again under the macOS quick start). Consider consolidating to avoid redundancy and keep the README concise.

  <a href="https://github.com/MFlowCode/homebrew-mfc">
    <img src="https://img.shields.io/badge/homebrew-mflowcode%2Fmfc%2Fmfc-brown?logo=homebrew&style=flat" />
  </a>	
</p>

<p align="center">
  <a href="https://star-history.com/#MFlowCode/MFC&Date">
    <img src="https://api.star-history.com/svg?repos=MFlowCode/MFC&type=Date&theme=dark" alt="Star History Chart" width="600"/>
  </a>
</p>

> **If MFC helps your work, please ⭐ the repo and cite it!**

### Who uses MFC

MFC runs at exascale on the world's fastest supercomputers:
- **OLCF Frontier** (>33K AMD MI250X GPUs)
- **LLNL El Capitan** (>43K AMD MI300A APUs)
- **LLNL Tuolumne**, **CSCS Alps**, and many others

### Try MFC

| Path | Command |
| --- | --- |
| **Codespaces** (fastest) 💨 | Click the "Codespaces" badge above to launch in 1 click |
| **Homebrew** (macOS) 🍺 | `brew install mflowcode/mfc/mfc && mfc $(brew --prefix mfc)/examples/1D_sodshocktube/case.py -n 2` |
| **Local build** 💻 | `./mfc.sh build -j $(nproc) && ./mfc.sh test -j $(nproc)` |
Typo/Clarity

The sentence under "Getting started" reads awkwardly ("to get you get started"); adjust wording for clarity.

You can navigate [to this webpage](https://mflowcode.github.io/documentation/md_getting-started.html) to get you get started using MFC on your local machine, cluster, or supercomputer!
It's rather straightforward.
Some examples are below.
Link Consistency

Ensure the Codespaces link and badge reference the correct default branch (master vs. main) and repo parameters; mismatches can break the one-click experience.

### Codespaces and Containers

  <a href="https://github.com/codespaces/new?hide_repo_select=true&ref=master&repo=MFlowCode%2FMFC">
    <img src="https://img.shields.io/badge/Codespaces-Open%20in%201%20click-2ea44f?logo=github" />
  </a>

For a _very_ quick start, open a GitHub Codespace to load a pre-configured Docker container and familiarize yourself with MFC commands.
Click <kbd> <> Code</kbd> (green button at top right) → <kbd>Codespaces</kbd> (right tab) → <kbd>+</kbd> (create a codespace).

@sbryngelson sbryngelson enabled auto-merge (squash) November 12, 2025 19:31
@sbryngelson sbryngelson disabled auto-merge November 12, 2025 19:31
@sbryngelson sbryngelson merged commit 9f40b5e into MFlowCode:master Nov 12, 2025
23 checks passed
Comment on lines +41 to +43
<a href="https://github.com/MFlowCode/homebrew-mfc">
<img src="https://img.shields.io/badge/homebrew-mflowcode%2Fmfc%2Fmfc-brown?logo=homebrew&style=flat" />
</a>
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Suggestion: Remove the trailing tab character after the closing </a> tag in the HTML for the Homebrew badge to improve code cleanliness. [general, importance: 3]

Suggested change
<a href="https://github.com/MFlowCode/homebrew-mfc">
<img src="https://img.shields.io/badge/homebrew-mflowcode%2Fmfc%2Fmfc-brown?logo=homebrew&style=flat" />
</a>
<a href="https://github.com/MFlowCode/homebrew-mfc">
<img src="https://img.shields.io/badge/homebrew-mflowcode%2Fmfc%2Fmfc-brown?logo=homebrew&style=flat" />
</a>

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PR Compliance Guide 🔍

Below is a summary of compliance checks for this PR:

Security Compliance
🟢
No security concerns identified No security vulnerabilities detected by AI analysis. Human verification advised for critical code.
Ticket Compliance
🎫 No ticket provided
  • Create ticket/issue
Codebase Duplication Compliance
Codebase context is not defined

Follow the guide to enable codebase context checks.

Custom Compliance
🟢
Generic: Secure Logging Practices

Objective: To ensure logs are useful for debugging and auditing without exposing sensitive
information like PII, PHI, or cardholder data.

Status: Passed

Learn more about managing compliance generic rules or creating your own custom rules

Generic: Comprehensive Audit Trails

Objective: To create a detailed and reliable record of critical system actions for security analysis
and compliance.

Status:
Non-code change: The PR only updates documentation (README badges, emojis, and sections), so audit trail
requirements are not applicable to the added lines.

Referred Code
  <a href="https://github.com/MFlowCode/homebrew-mfc">
    <img src="https://img.shields.io/badge/homebrew-mflowcode%2Fmfc%2Fmfc-brown?logo=homebrew&style=flat" />
  </a>	
</p>

<p align="center">
  <a href="https://star-history.com/#MFlowCode/MFC&Date">
    <img src="https://api.star-history.com/svg?repos=MFlowCode/MFC&type=Date&theme=dark" alt="Star History Chart" width="600"/>
  </a>
</p>

> **If MFC helps your work, please ⭐ the repo and cite it!**

### Who uses MFC

MFC runs at exascale on the world's fastest supercomputers:
- **OLCF Frontier** (>33K AMD MI250X GPUs)
- **LLNL El Capitan** (>43K AMD MI300A APUs)
- **LLNL Tuolumne**, **CSCS Alps**, and many others

### Try MFC


 ... (clipped 95 lines)

Learn more about managing compliance generic rules or creating your own custom rules

Generic: Meaningful Naming and Self-Documenting Code

Objective: Ensure all identifiers clearly express their purpose and intent, making code
self-documenting

Status:
Not applicable here: Only markdown content was added; there are no code identifiers to evaluate for naming
conventions in the diff.

Referred Code
  <a href="https://github.com/MFlowCode/homebrew-mfc">
    <img src="https://img.shields.io/badge/homebrew-mflowcode%2Fmfc%2Fmfc-brown?logo=homebrew&style=flat" />
  </a>	
</p>

<p align="center">
  <a href="https://star-history.com/#MFlowCode/MFC&Date">
    <img src="https://api.star-history.com/svg?repos=MFlowCode/MFC&type=Date&theme=dark" alt="Star History Chart" width="600"/>
  </a>
</p>

> **If MFC helps your work, please ⭐ the repo and cite it!**

### Who uses MFC

MFC runs at exascale on the world's fastest supercomputers:
- **OLCF Frontier** (>33K AMD MI250X GPUs)
- **LLNL El Capitan** (>43K AMD MI300A APUs)
- **LLNL Tuolumne**, **CSCS Alps**, and many others

### Try MFC


 ... (clipped 95 lines)

Learn more about managing compliance generic rules or creating your own custom rules

Generic: Robust Error Handling and Edge Case Management

Objective: Ensure comprehensive error handling that provides meaningful context and graceful
degradation

Status:
No runtime code: The added changes are documentation-only and introduce no executable logic where error
handling could be assessed.

Referred Code
| **Codespaces** (fastest) 💨 | Click the "Codespaces" badge above to launch in 1 click |
| **Homebrew** (macOS) 🍺 | `brew install mflowcode/mfc/mfc && mfc $(brew --prefix mfc)/examples/1D_sodshocktube/case.py -n 2` |
| **Local build** 💻 | `./mfc.sh build -j $(nproc) && ./mfc.sh test -j $(nproc)` |

**Welcome!**
MFC simulates compressible multi-phase flows, [among other things](#what-else-can-this-thing-do). 
It uses metaprogramming and is short (20K lines) and portable.
MFC conducted the largest known CFD simulation at <a href="https://arxiv.org/abs/2505.07392" target="_blank">200 trillion grid points</a>, and 1 quadrillion degrees of freedom (as of September 2025).
MFC is a 2025 Gordon Bell Prize Finalist.

<p align="center">
<a href="https://doi.org/10.48550/arXiv.2503.07953" target="_blank">
    <img src="https://img.shields.io/badge/DOI-10.48550/arXiv.2503.07953-thistle.svg"/>
</a>
<a href="https://doi.org/10.5281/zenodo.17049757" target="_blank">
    <img src="https://zenodo.org/badge/DOI/10.5281/zenodo.17049757.svg"/>
</a>
<a href="https://github.com/MFlowCode/MFC/stargazers" target="_blank">
    <img src="https://img.shields.io/github/stars/MFlowCode/MFC?style=flat&color=maroon"/>
</a>



 ... (clipped 70 lines)

Learn more about managing compliance generic rules or creating your own custom rules

Generic: Secure Error Handling

Objective: To prevent the leakage of sensitive system information through error messages while
providing sufficient detail for internal debugging.

Status:
Not applicable: Documentation updates do not introduce user-facing error handling paths or logging; no
exposure risk is evident in the added lines.

Referred Code
| **Codespaces** (fastest) 💨 | Click the "Codespaces" badge above to launch in 1 click |
| **Homebrew** (macOS) 🍺 | `brew install mflowcode/mfc/mfc && mfc $(brew --prefix mfc)/examples/1D_sodshocktube/case.py -n 2` |
| **Local build** 💻 | `./mfc.sh build -j $(nproc) && ./mfc.sh test -j $(nproc)` |

**Welcome!**
MFC simulates compressible multi-phase flows, [among other things](#what-else-can-this-thing-do). 
It uses metaprogramming and is short (20K lines) and portable.
MFC conducted the largest known CFD simulation at <a href="https://arxiv.org/abs/2505.07392" target="_blank">200 trillion grid points</a>, and 1 quadrillion degrees of freedom (as of September 2025).
MFC is a 2025 Gordon Bell Prize Finalist.

<p align="center">
<a href="https://doi.org/10.48550/arXiv.2503.07953" target="_blank">
    <img src="https://img.shields.io/badge/DOI-10.48550/arXiv.2503.07953-thistle.svg"/>
</a>
<a href="https://doi.org/10.5281/zenodo.17049757" target="_blank">
    <img src="https://zenodo.org/badge/DOI/10.5281/zenodo.17049757.svg"/>
</a>
<a href="https://github.com/MFlowCode/MFC/stargazers" target="_blank">
    <img src="https://img.shields.io/github/stars/MFlowCode/MFC?style=flat&color=maroon"/>
</a>



 ... (clipped 70 lines)

Learn more about managing compliance generic rules or creating your own custom rules

Generic: Security-First Input Validation and Data Handling

Objective: Ensure all data inputs are validated, sanitized, and handled securely to prevent
vulnerabilities

Status:
Doc-only changes: The diff adds badges, links, and text without introducing input handling, authentication,
or data processing to assess.

Referred Code
  <a href="https://github.com/MFlowCode/homebrew-mfc">
    <img src="https://img.shields.io/badge/homebrew-mflowcode%2Fmfc%2Fmfc-brown?logo=homebrew&style=flat" />
  </a>	
</p>

<p align="center">
  <a href="https://star-history.com/#MFlowCode/MFC&Date">
    <img src="https://api.star-history.com/svg?repos=MFlowCode/MFC&type=Date&theme=dark" alt="Star History Chart" width="600"/>
  </a>
</p>

> **If MFC helps your work, please ⭐ the repo and cite it!**

### Who uses MFC

MFC runs at exascale on the world's fastest supercomputers:
- **OLCF Frontier** (>33K AMD MI250X GPUs)
- **LLNL El Capitan** (>43K AMD MI300A APUs)
- **LLNL Tuolumne**, **CSCS Alps**, and many others

### Try MFC


 ... (clipped 95 lines)

Learn more about managing compliance generic rules or creating your own custom rules

Compliance status legend 🟢 - Fully Compliant
🟡 - Partial Compliant
🔴 - Not Compliant
⚪ - Requires Further Human Verification
🏷️ - Compliance label

Copilot finished reviewing on behalf of sbryngelson November 12, 2025 19:33
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Pull Request Overview

This PR enhances the README.md documentation with improved formatting and visual elements to improve user experience and clarity.

  • Adds emojis (💨, 🍺, 💻) to the quick start installation table for better visual appeal
  • Adds homebrew badge to both the badges section and macOS section
  • Reorganizes the "Getting started" section by moving introductory content before the Codespaces subsection


## Getting started

You can navigate [to this webpage](https://mflowcode.github.io/documentation/md_getting-started.html) to get you get started using MFC on your local machine, cluster, or supercomputer!
Copy link

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Grammatical error: "to get you get started" should be "to get you started" (remove the duplicate "get").

Suggested change
You can navigate [to this webpage](https://mflowcode.github.io/documentation/md_getting-started.html) to get you get started using MFC on your local machine, cluster, or supercomputer!
You can navigate [to this webpage](https://mflowcode.github.io/documentation/md_getting-started.html) to get you started using MFC on your local machine, cluster, or supercomputer!

Copilot uses AI. Check for mistakes.
<a href="https://github.com/codespaces/new?hide_repo_select=true&ref=master&repo=MFlowCode%2FMFC">
<img src="https://img.shields.io/badge/Codespaces-Open%20in%201%20click-2ea44f?logo=github" />
</a>

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Trailing whitespace detected at the end of this line. Please remove it to maintain clean formatting.

Suggested change

Copilot uses AI. Check for mistakes.
</a>
<a href="https://github.com/MFlowCode/homebrew-mfc">
<img src="https://img.shields.io/badge/homebrew-mflowcode%2Fmfc%2Fmfc-brown?logo=homebrew&style=flat" />
</a>
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Trailing tab character detected. Please remove the tab at the end of this line to maintain consistent whitespace formatting.

Suggested change
</a>
</a>

Copilot uses AI. Check for mistakes.
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