Deep learning

World-class ML engineering skill for productionizing ML models, MLOps, and building scalable ML systems.

davila7/claude-code-templates

Sets up and runs NVIDIA Cosmos Policy evaluations on the LIBERO and RoboCasa simulators, including headless GPU rendering and inference latency profiling.

Orchestra-Research/AI-Research-SKILLs

Fine-tunes and evaluates OpenVLA-OFT and OFT+ robot policies with LoRA and continuous action heads on LIBERO simulation and ALOHA real-robot setups.

Orchestra-Research/AI-Research-SKILLs

Fine-tunes and serves Physical Intelligence's pi0, pi0-fast and pi0.5 robot policies with JAX or PyTorch, including checkpoint conversion and policy servers.

Orchestra-Research/AI-Research-SKILLs

Guides technology selection and implementation of AI and ML features in .NET 8+ applications using ML.NET, Microsoft.Extensions.AI (MEAI), Microsoft Agent Framework (MAF), GitHub Copilot SDK, ONNX…

dotnet/skills

Creates, lists, updates and deletes Volcano Jobs and Queues in KubeSphere, with YAML templates for PyTorch, TensorFlow, MPI and batch jobs plus scheduling troubleshooting.

kubesphere/kubesphere

Guide for using SLIME (LLM post-training framework for RL Scaling).

yzlnew/infra-skills

Generate (and optionally open) a PyTorch release tracker / cherry-pick tracking issue from a release announcement, like https://github.com/pytorch/pytorch/issues/180506.

pytorch/test-infra

Entry point for creating PINA problems. An agent skill from PINA-org/PINA.

PINA-org/PINA

Review ONNX Runtime pull requests, branches, commits, patches, and working-tree changes for actionable findings and missing tests.

microsoft/onnxruntime

Expertise in MLIR (Multi-Level Intermediate Representation) and CIR (Clang IR) development for domain-specific compilation and high-level optimizations.

aftermathlabs/llvm-msvc

Feynman Technique for deep learning—explain a concept simply, identify gaps, fill them, then refine.

neurofoo/agent-skills

Orchestrates modular PyTorch profiler trace analysis with TraceLens: generates perf reports, prepares category data, runs system-level and compute-kernel subagents in parallel, validates outputs…

amd/skills

Develop and profile the edge-e3 PyTorch-to-NNC flow, including nnc/compiler.py lowering and generated ABI, example/llama smoke models, cpp/libnn runtime operators, BF16 correctness checks, and…

exeex/edge-cores

Build production computer vision pipelines for object detection, tracking, and video analysis.

curiositech/some_claude_skills

Use the repo internal/ directory for anything that must not be committed — scratch files, temporary outputs, local demos, Codex artifacts, or one-off scripts.

albumentations-team/AlbumentationsX

Check and compare software component versions on SageMaker HyperPod cluster nodes - NVIDIA drivers, CUDA toolkit, cuDNN, NCCL, EFA, AWS OFI NCCL, GDRCopy, MPI, Neuron SDK (Trainium/Inferentia)…

awslabs/agent-plugins

Rigor Paper Context helper for README-first deep learning repo reproduction.

lllllllama/RigorPilot-Skills

Generate a PyTorch release validation checklist issue by pulling open/closed issues from a GitHub milestone and cherry-picks from a release tracker issue.

pytorch/test-infra

Create and manipulate domains for PINA physics-driven problems.

PINA-org/PINA

Extracts and preprocesses whole-slide histology image tiles with Histolab.

K-Dense-AI/scientific-agent-skills

Generates scientific diagram drafts using Nano Banana 2 AI with smart iterative refinement.

K-Dense-AI/scientific-agent-skills

Deep learning framework (PyTorch Lightning / lightning package).

K-Dense-AI/scientific-agent-skills

Applies the reasoning style of Geoffrey Hinton, deep learning pioneer and 2018 Turing Award winner.

K-Dense-AI/mimeo

Multi-GPU setup for PerforatedAI with DataParallel or DistributedDataParallel (DDP).

PerforatedAI/PerforatedAI

Guidance for implementing neural network inference (like GPT-2) under extreme code size constraints.

lazyFrogLOL/Harness_Engineering

Run, extend, debug, or review the public edge-e3 bare-metal software harness, including encrypted Verilator builds, hello and tensor examples, all example/llama/model smoke cases, PyTorch BF16…

exeex/edge-cores

Supports PyTorch Geometric (PyG) graph neural networks — node/link/graph classification, message passing (GCN, GAT, GraphSAGE, GIN), heterogeneous graphs, neighbor sampling, and custom datasets.

K-Dense-AI/scientific-agent-skills

Machine learning engineer expert for PyTorch, scikit-learn, model evaluation, and MLOps

RightNow-AI/openfang

Update tools/scripts/generatebinarybuildmatrix.py when a PyTorch release goes live.

pytorch/test-infra

Define PDEs, ODEs, boundary conditions, and custom equations for PINA physics-driven problems.

PINA-org/PINA

PyTorch深度学习模式与最佳实践，用于构建稳健、高效且可复现的训练流程、模型架构和数据加载. An agent skill from affaan-m/ECC.

affaan-m/ECC

A skill your agent uses when reasoning about generative AI, adversarial machine learning, neural network security, algorithmic fairness, or deep learning fundamentals.

K-Dense-AI/mimeo

SkillOpt-flavored offline training loop for any SKILL.md. An agent skill from rohitg00/pro-workflow.

rohitg00/pro-workflow

Measure AlbumentationsX runtime changes with paired baseline and candidate benchmarks on the affected routes.

albumentations-team/AlbumentationsX

Agent skill for neural-network - invoke with $agent-neural-network

ruvnet/ruflo

Guidance for implementing batching schedulers for LLM inference systems with compilation-based accelerators.

lazyFrogLOL/Harness_Engineering

Search, find, discover, install, remove, update, review, deduplicate, list, move, optimise, and iterate on skills for AI coding agents.

CodeAlive-AI/ai-driven-development

Unified kernel benchmarking protocol producing JSON results with latency, TFLOPS, GBps, and comparison against PyTorch baselines.

ZJLi2013/awesome-kernel-skills

Run a bounded TileLang implementation and optimization task from a PyTorch reference or existing kernel through baseline analysis, a written plan, candidate edits, lowering inspection, validation…

sablin39/tilelang-cuda-skills

Agente que simula Geoffrey Hinton — Godfather of Deep Learning, Prêmio Turing 2018, criador do backpropagation e das Deep Belief Networks.

sickn33/agentic-awesome-skills

Profile a named JAX, Levanter, or Marin run, or investigate a measured startup, compilation, initialization, or throughput bottleneck.

marin-community/marin

Pin (or re-pin) the Linux manywheel builder docker images used by the nightly/release binary build workflows in pytorch/pytorch to a fixed .ci/docker build.

pytorch/test-infra

Applies the reasoning style of Ilya Sutskever (deep learning pioneer, co-founder of OpenAI and Safe Superintelligence Inc.) to problems involving AI architecture, scaling laws, alignment, and…

K-Dense-AI/mimeo

A skill your agent uses when the user wants to confirm whether an existing CUDA extension/binary can run on B200, configure compute100/sm100 or the architecture-specific sm100a, or check PTX/cubin…

mirage-project/mirage

Review an AlbumentationsX transform for correctness, public API coherence, performance, documentation, and test coverage.

albumentations-team/AlbumentationsX

Multi-GPU and distributed training patterns with PyTorch DDP.

aiming-lab/AutoResearchClaw

Best practices for building robust PyTorch training loops. An agent skill from aiming-lab/AutoResearchClaw.

aiming-lab/AutoResearchClaw