Development · NumPy

Profiles slow Python code with cProfile and memory profilers, then applies targeted fixes for CPU, memory, I/O and query bottlenecks.

wshobson/agents

Albucore image processing conventions - shapes (H,W,C), dtypes (uint8/float32), benchmark-driven backend routing (OpenCV, NumPy, Torch CPU, LUT, NumKong), tests, and lockfile discipline.

albumentations-team/albucore

Procedure for benchmarking Matft's PerformanceTests against Numpy and reporting the results (and, when asked, updating the speed comparison table on the docs site, website/docs/performance.md).

jjjkkkjjj/Matft

Code review for py4vasp changes. An agent skill from vasp-dev/py4vasp.

vasp-dev/py4vasp

Review and improve Python docstrings for Great Docs API reference generation.

pymc-labs/pathmc

Procedure for adding tests for Matft's image processing (Matft.image., indexing or channel swapping on images, etc.), generating comparison images that put the result next to an OpenCV reference…

jjjkkkjjj/Matft

Procedure for releasing a new version of Matft (decide the version → check tests → write release notes → create and push an annotated tag → publish a GitHub Release).

jjjkkkjjj/Matft

Proves a RuView result is real by running a deterministic SHA-256 proof and a witness bundle, and by checking reports for untagged or unreproducible accuracy claims.

ruvnet/RuView

Checks that the tools and Python packages needed for a math modeling paper workflow are installed and offers platform-specific install commands for anything missing.

jihe520/MathModelAgent

Set up and maintain documentation for scientific Python packages.

Yikai-Liao/symusic

Guide for writing and modifying NKI kernels. An agent skill from uw-syfi/vibesys.

uw-syfi/vibesys

Optimize or review eager CPU-only Albucore PyTorch runtime paths with benchmark-backed decisions.

albumentations-team/albucore

Optimize Python code for reduced memory usage and improved memory efficiency.

benchflow-ai/skillsbench