Add Claude Code GitHub Workflow

[kylebeggs]

🤖 Installing Claude Code GitHub App

This PR adds a GitHub Actions workflow that enables Claude Code integration in our repository.

What is Claude Code?

Claude Code is an AI coding agent that can help with:

• Bug fixes and improvements
• Documentation updates
• Implementing new features
• Code reviews and suggestions
• Writing tests
• And more!

How it works

Once this PR is merged, we'll be able to interact with Claude by mentioning @claude in a pull request or issue comment.
Once the workflow is triggered, Claude will analyze the comment and surrounding context, and execute on the request in a GitHub action.

Important Notes

• This workflow won't take effect until this PR is merged
• @claude mentions won't work until after the merge is complete
• The workflow runs automatically whenever Claude is mentioned in PR or issue comments
• Claude gets access to the entire PR or issue context including files, diffs, and previous comments

Security

• Our Anthropic API key is securely stored as a GitHub Actions secret
• Only users with write access to the repository can trigger the workflow
• All Claude runs are stored in the GitHub Actions run history
• Claude's default tools are limited to reading/writing files and interacting with our repo by creating comments, branches, and commits.
• We can add more allowed tools by adding them to the workflow file like:

allowed_tools: Bash(npm install),Bash(npm run build),Bash(npm run lint),Bash(npm run test)

There's more information in the Claude Code action repo.

After merging this PR, let's try mentioning @claude in a comment on any PR to get started!

[codecov]

Codecov Report

All modified and coverable lines are covered by tests ✅

🚀 New features to boost your workflow:

• ❄️ Test Analytics: Detect flaky tests, report on failures, and find test suite problems.

[github-actions]

Benchmark Results

	main	d34a0e6...	main / d34a0e6...
Directional	2.26 ± 0.06 ms	2.31 ± 0.15 ms	0.98 ± 0.069
Directional (per point)	2.28 ± 0.065 ms	2.31 ± 0.15 ms	0.986 ± 0.069
Gradient	7.11 ± 0.15 ms	7.69 ± 0.4 ms	0.925 ± 0.052
MonomialBasis/dim=1/deg=0	0.0475 ± 0.011 μs	0.047 ± 0.012 μs	1.01 ± 0.34
MonomialBasis/dim=1/deg=1	0.0814 ± 0.014 μs	0.075 ± 0.013 μs	1.09 ± 0.27
MonomialBasis/dim=1/deg=2	0.0703 ± 0.018 μs	0.0855 ± 0.019 μs	0.822 ± 0.28
MonomialBasis/dim=2/deg=0	24.5 ± 11 ns	0.0365 ± 0.0087 μs	0.67 ± 0.34
MonomialBasis/dim=2/deg=1	0.0437 ± 0.012 μs	0.0356 ± 0.012 μs	1.23 ± 0.52
MonomialBasis/dim=2/deg=2	0.0479 ± 0.012 μs	0.0407 ± 0.011 μs	1.18 ± 0.42
MonomialBasis/dim=3/deg=0	0.0473 ± 0.011 μs	0.0376 ± 0.012 μs	1.26 ± 0.49
MonomialBasis/dim=3/deg=1	0.0441 ± 0.011 μs	0.0476 ± 0.011 μs	0.926 ± 0.33
MonomialBasis/dim=3/deg=2	0.0494 ± 0.011 μs	0.0431 ± 0.012 μs	1.15 ± 0.41
Partial	2.29 ± 0.072 ms	2.33 ± 0.14 ms	0.983 ± 0.067
RBF/Gaussian, exp(-(ε*r)²)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 0/0/∂	10.2 ± 0.06 ns	10.2 ± 0.07 ns	1 ± 0.009
RBF/Gaussian, exp(-(ε*r)²)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 0/0/∂²	10.5 ± 0.07 ns	10.6 ± 0.06 ns	0.993 ± 0.0087
RBF/Gaussian, exp(-(ε*r)²)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 0/0/∇	17.3 ± 0.06 ns	17.5 ± 0.3 ns	0.986 ± 0.017
RBF/Gaussian, exp(-(ε*r)²)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 0/0/∇²	18.4 ± 0.049 ns	18.3 ± 0.1 ns	1.01 ± 0.0061
RBF/Gaussian, exp(-(ε*r)²)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 1/1/∂	10.2 ± 0.06 ns	10.3 ± 0.08 ns	0.995 ± 0.0097
RBF/Gaussian, exp(-(ε*r)²)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 1/1/∂²	10.6 ± 0.07 ns	10.6 ± 0.071 ns	0.998 ± 0.0094
RBF/Gaussian, exp(-(ε*r)²)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 1/1/∇	17.3 ± 0.06 ns	17.5 ± 0.3 ns	0.986 ± 0.017
RBF/Gaussian, exp(-(ε*r)²)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 1/1/∇²	18.4 ± 0.049 ns	18.2 ± 0.08 ns	1.01 ± 0.0052
RBF/Gaussian, exp(-(ε*r)²)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 2/2/∂	10.2 ± 0.061 ns	10.3 ± 0.06 ns	0.996 ± 0.0083
RBF/Gaussian, exp(-(ε*r)²)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 2/2/∂²	10.5 ± 0.079 ns	10.6 ± 0.069 ns	0.995 ± 0.0099
RBF/Gaussian, exp(-(ε*r)²)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 2/2/∇	17.3 ± 0.06 ns	17.5 ± 0.3 ns	0.986 ± 0.017
RBF/Gaussian, exp(-(ε*r)²)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 2/2/∇²	18.3 ± 0.14 ns	18.3 ± 0.11 ns	1 ± 0.0098
RBF/Inverse Multiquadrics, 1/sqrt((r*ε)²+1)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 0/0/∂	6.8 ± 0.09 ns	6.74 ± 0.15 ns	1.01 ± 0.026
RBF/Inverse Multiquadrics, 1/sqrt((r*ε)²+1)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 0/0/∂²	14.2 ± 0.03 ns	14.2 ± 0.21 ns	1 ± 0.015
RBF/Inverse Multiquadrics, 1/sqrt((r*ε)²+1)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 0/0/∇	8.38 ± 0.06 ns	8.7 ± 0.07 ns	0.963 ± 0.01
RBF/Inverse Multiquadrics, 1/sqrt((r*ε)²+1)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 0/0/∇²	16.4 ± 0.11 ns	16.3 ± 0.11 ns	1 ± 0.0096
RBF/Inverse Multiquadrics, 1/sqrt((r*ε)²+1)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 1/1/∂	6.8 ± 0.081 ns	6.75 ± 0.15 ns	1.01 ± 0.025
RBF/Inverse Multiquadrics, 1/sqrt((r*ε)²+1)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 1/1/∂²	14.6 ± 0.061 ns	14.1 ± 0.09 ns	1.04 ± 0.008
RBF/Inverse Multiquadrics, 1/sqrt((r*ε)²+1)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 1/1/∇	8.37 ± 0.06 ns	8.71 ± 0.08 ns	0.962 ± 0.011
RBF/Inverse Multiquadrics, 1/sqrt((r*ε)²+1)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 1/1/∇²	16.4 ± 0.11 ns	16.3 ± 0.089 ns	1 ± 0.0087
RBF/Inverse Multiquadrics, 1/sqrt((r*ε)²+1)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 2/2/∂	6.81 ± 0.14 ns	6.79 ± 0.15 ns	1 ± 0.03
RBF/Inverse Multiquadrics, 1/sqrt((r*ε)²+1)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 2/2/∂²	14.2 ± 0.021 ns	14.2 ± 0.21 ns	1 ± 0.015
RBF/Inverse Multiquadrics, 1/sqrt((r*ε)²+1)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 2/2/∇	8.39 ± 0.12 ns	8.67 ± 0.06 ns	0.968 ± 0.015
RBF/Inverse Multiquadrics, 1/sqrt((r*ε)²+1)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 2/2/∇²	16.4 ± 0.12 ns	16.3 ± 0.1 ns	1.01 ± 0.0096
RBF/Polyharmonic spline (r³)
└─Polynomial augmentation: degree 0/0/∂	3.73 ± 0.01 ns	3.42 ± 0.001 ns	1.09 ± 0.0029
RBF/Polyharmonic spline (r³)
└─Polynomial augmentation: degree 0/0/∂²	4.7 ± 0.01 ns	4.7 ± 0.01 ns	1 ± 0.003
RBF/Polyharmonic spline (r³)
└─Polynomial augmentation: degree 0/0/∇	5.41 ± 0.029 ns	5.43 ± 0.02 ns	0.996 ± 0.0065
RBF/Polyharmonic spline (r³)
└─Polynomial augmentation: degree 0/0/∇²	3.42 ± 0.01 ns	3.11 ± 0 ns	1.1 ± 0.0032
RBF/Polyharmonic spline (r³)
└─Polynomial augmentation: degree 1/1/∂	3.73 ± 0.01 ns	3.42 ± 0.001 ns	1.09 ± 0.0029
RBF/Polyharmonic spline (r³)
└─Polynomial augmentation: degree 1/1/∂²	4.7 ± 0.01 ns	4.7 ± 0.01 ns	1 ± 0.003
RBF/Polyharmonic spline (r³)
└─Polynomial augmentation: degree 1/1/∇	5.41 ± 0.029 ns	5.43 ± 0.02 ns	0.996 ± 0.0065
RBF/Polyharmonic spline (r³)
└─Polynomial augmentation: degree 1/1/∇²	3.42 ± 0.01 ns	3.11 ± 0 ns	1.1 ± 0.0032
RBF/Polyharmonic spline (r³)
└─Polynomial augmentation: degree 2/2/∂	3.73 ± 0.01 ns	3.42 ± 0.01 ns	1.09 ± 0.0043
RBF/Polyharmonic spline (r³)
└─Polynomial augmentation: degree 2/2/∂²	4.7 ± 0.01 ns	4.7 ± 0.01 ns	1 ± 0.003
RBF/Polyharmonic spline (r³)
└─Polynomial augmentation: degree 2/2/∇	5.41 ± 0.029 ns	5.43 ± 0.02 ns	0.996 ± 0.0065
RBF/Polyharmonic spline (r³)
└─Polynomial augmentation: degree 2/2/∇²	3.42 ± 0.01 ns	3.11 ± 0.009 ns	1.1 ± 0.0045
RBF/Polyharmonic spline (r¹)
└─Polynomial augmentation: degree 0/0/∂	4.27 ± 0.01 ns	4.27 ± 0.01 ns	1 ± 0.0033
RBF/Polyharmonic spline (r¹)
└─Polynomial augmentation: degree 0/0/∂²	5.74 ± 0.01 ns	5.8 ± 0.01 ns	0.99 ± 0.0024
RBF/Polyharmonic spline (r¹)
└─Polynomial augmentation: degree 0/0/∇	6.29 ± 0.071 ns	6.29 ± 0.039 ns	1 ± 0.013
RBF/Polyharmonic spline (r¹)
└─Polynomial augmentation: degree 0/0/∇²	4.27 ± 0.01 ns	4.5 ± 0.01 ns	0.949 ± 0.0031
RBF/Polyharmonic spline (r¹)
└─Polynomial augmentation: degree 1/1/∂	4.27 ± 0.01 ns	4.27 ± 0.01 ns	1 ± 0.0033
RBF/Polyharmonic spline (r¹)
└─Polynomial augmentation: degree 1/1/∂²	5.74 ± 0.01 ns	5.8 ± 0.01 ns	0.99 ± 0.0024
RBF/Polyharmonic spline (r¹)
└─Polynomial augmentation: degree 1/1/∇	6.29 ± 0.071 ns	6.29 ± 0.04 ns	1 ± 0.013
RBF/Polyharmonic spline (r¹)
└─Polynomial augmentation: degree 1/1/∇²	4.27 ± 0.01 ns	4.5 ± 0.01 ns	0.949 ± 0.0031
RBF/Polyharmonic spline (r¹)
└─Polynomial augmentation: degree 2/2/∂	4.35 ± 0.001 ns	4.27 ± 0.01 ns	1.02 ± 0.0024
RBF/Polyharmonic spline (r¹)
└─Polynomial augmentation: degree 2/2/∂²	5.75 ± 0.01 ns	5.8 ± 0.01 ns	0.991 ± 0.0024
RBF/Polyharmonic spline (r¹)
└─Polynomial augmentation: degree 2/2/∇	6.3 ± 0.08 ns	6.29 ± 0.039 ns	1 ± 0.014
RBF/Polyharmonic spline (r¹)
└─Polynomial augmentation: degree 2/2/∇²	4.27 ± 0.01 ns	4.52 ± 0.061 ns	0.944 ± 0.013
RBF/Polyharmonic spline (r⁵)
└─Polynomial augmentation: degree 0/0/∂	4.96 ± 0.011 ns	4.96 ± 0.01 ns	1 ± 0.003
RBF/Polyharmonic spline (r⁵)
└─Polynomial augmentation: degree 0/0/∂²	4.96 ± 0.01 ns	4.96 ± 0.01 ns	1 ± 0.0029
RBF/Polyharmonic spline (r⁵)
└─Polynomial augmentation: degree 0/0/∇	5.95 ± 0.081 ns	5.92 ± 0.09 ns	1.01 ± 0.021
RBF/Polyharmonic spline (r⁵)
└─Polynomial augmentation: degree 0/0/∇²	3.42 ± 0.001 ns	3.13 ± 0 ns	1.09 ± 0.00032
RBF/Polyharmonic spline (r⁵)
└─Polynomial augmentation: degree 1/1/∂	4.96 ± 0.011 ns	4.96 ± 0.001 ns	1 ± 0.0022
RBF/Polyharmonic spline (r⁵)
└─Polynomial augmentation: degree 1/1/∂²	4.96 ± 0.01 ns	4.96 ± 0.01 ns	1 ± 0.0029
RBF/Polyharmonic spline (r⁵)
└─Polynomial augmentation: degree 1/1/∇	5.94 ± 0.08 ns	5.92 ± 0.1 ns	1 ± 0.022
RBF/Polyharmonic spline (r⁵)
└─Polynomial augmentation: degree 1/1/∇²	3.42 ± 0.001 ns	3.13 ± 0.009 ns	1.09 ± 0.0032
RBF/Polyharmonic spline (r⁵)
└─Polynomial augmentation: degree 2/2/∂	4.96 ± 0.01 ns	4.96 ± 0.01 ns	1 ± 0.0029
RBF/Polyharmonic spline (r⁵)
└─Polynomial augmentation: degree 2/2/∂²	4.96 ± 0.01 ns	4.96 ± 0.01 ns	1 ± 0.0029
RBF/Polyharmonic spline (r⁵)
└─Polynomial augmentation: degree 2/2/∇	5.95 ± 0.08 ns	6.55 ± 0.05 ns	0.908 ± 0.014
RBF/Polyharmonic spline (r⁵)
└─Polynomial augmentation: degree 2/2/∇²	3.42 ± 0.001 ns	3.13 ± 0.009 ns	1.09 ± 0.0032
RBF/Polyharmonic spline (r⁷)
└─Polynomial augmentation: degree 0/0/∂	10.4 ± 0.31 ns	10.6 ± 0.06 ns	0.982 ± 0.03
RBF/Polyharmonic spline (r⁷)
└─Polynomial augmentation: degree 0/0/∂²	4.96 ± 0.001 ns	5.27 ± 0.01 ns	0.941 ± 0.0018
RBF/Polyharmonic spline (r⁷)
└─Polynomial augmentation: degree 0/0/∇	12.6 ± 0.14 ns	12.4 ± 0.1 ns	1.01 ± 0.014
RBF/Polyharmonic spline (r⁷)
└─Polynomial augmentation: degree 0/0/∇²	8.51 ± 0.14 ns	8.19 ± 0.061 ns	1.04 ± 0.019
RBF/Polyharmonic spline (r⁷)
└─Polynomial augmentation: degree 1/1/∂	10.4 ± 0.3 ns	10.6 ± 0.14 ns	0.985 ± 0.031
RBF/Polyharmonic spline (r⁷)
└─Polynomial augmentation: degree 1/1/∂²	4.96 ± 0.001 ns	5.27 ± 0.01 ns	0.941 ± 0.0018
RBF/Polyharmonic spline (r⁷)
└─Polynomial augmentation: degree 1/1/∇	12.6 ± 0.14 ns	12.4 ± 0.08 ns	1.01 ± 0.013
RBF/Polyharmonic spline (r⁷)
└─Polynomial augmentation: degree 1/1/∇²	8.51 ± 0.16 ns	8.2 ± 0.06 ns	1.04 ± 0.021
RBF/Polyharmonic spline (r⁷)
└─Polynomial augmentation: degree 2/2/∂	10.4 ± 0.3 ns	10.6 ± 0.14 ns	0.985 ± 0.031
RBF/Polyharmonic spline (r⁷)
└─Polynomial augmentation: degree 2/2/∂²	4.96 ± 0.001 ns	5.27 ± 0.01 ns	0.941 ± 0.0018
RBF/Polyharmonic spline (r⁷)
└─Polynomial augmentation: degree 2/2/∇	12.6 ± 0.081 ns	12.4 ± 0.08 ns	1.01 ± 0.0092
RBF/Polyharmonic spline (r⁷)
└─Polynomial augmentation: degree 2/2/∇²	8.51 ± 0.16 ns	8.2 ± 0.051 ns	1.04 ± 0.021
time_to_load	0.498 ± 0.0071 s	0.499 ± 0.0034 s	0.999 ± 0.016

Benchmark Plots

A plot of the benchmark results have been uploaded as an artifact to the workflow run for this PR.
Go to "Actions"->"Benchmark a pull request"->[the most recent run]->"Artifacts" (at the bottom).