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add skills files#37

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msaroufim merged 4 commits intomainfrom
setup-reference-kernels
Feb 17, 2026
Merged

add skills files#37
msaroufim merged 4 commits intomainfrom
setup-reference-kernels

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burtenshaw and others added 4 commits February 17, 2026 14:39
Instead of writing a hardcoded submission template, setup now fetches
the competition index YAMLs from gpu-mode/reference-kernels, lets the
user interactively pick a competition, problem, and GPU, then downloads
the real submission.py with the correct #!POPCORN directives injected.

Setup always overwrites its own files on re-run (removed --force flag).

Also adds a load-inline-native-code skill with CUDA and HIP templates
for writing kernels via torch.utils.cpp_extension.load_inline().
@msaroufim
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@burtenshaw I cleaned up your PR since I couldn't push to your fork, I'll merge and we can keep iterating on this

The main change is I'm pulling the submission.py from reference-kernels directly

@msaroufim msaroufim merged commit 1201782 into main Feb 17, 2026
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