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O SkillsMP coletou 5.417 skills de majiayu000/claude-skill-registry. Abra uma skill para revisar a origem e os detalhes.
majiayu000/claude-skill-registryMostrando 40 de 5.417 skills coletadas.
Advanced indexing techniques including slicing, fancy indexing, and boolean masks, along with memory implications of views vs. copies. Triggers: indexing, slicing, fancy indexing, boolean mask, np.where, np.ix_.
Idioma do texto original: inglês
Protocols for cross-library data exchange including DLPack, buffer interfaces, and __array_ufunc__ for overriding NumPy functions. Triggers: DLPack, interoperability, __array_interface__, __array_ufunc__, buffer protocol.
Idioma do texto original: inglês
Masked arrays for robust handling of missing or invalid data, ensuring they are excluded from statistical and mathematical computations. Triggers: masked array, numpy.ma, missing data, invalid values, hard mask.
Idioma do texto original: inglês
Deep dive into memory layout, including strides, C vs Fortran order, and zero-copy view generation via stride tricks. Triggers: strides, C-order, Fortran-order, memory locality, stride_tricks.
Idioma do texto original: inglês
Structured and record arrays for C-interoperability, binary blob interpretation, and multi-field tabular data handling. Triggers: structured array, record array, compound dtype, multi-field index.
Idioma do texto original: inglês
NVIDIA NeMo framework for building and training conversational AI models. Use for NeMo Retriever models, RAG (Retrieval-Augmented Generation), embedding models, enterprise search, and multilingual retrieval systems.
Idioma do texto original: inglês
oapply operad algebra evaluation via colimits with Specter-style composition patterns
Idioma do texto original: inglês
Generate meta-proofs for occluded reasoning traces.
Idioma do texto original: inglês
* **Depends on**: None * **Compatible with**: None * **Conflicts with**: None * **Related Skills**: None # Overview Comprehensive guide to offline and online evaluation strategies for AI/ML models, in
Idioma do texto original: inglês
OmniHuman1によるAIアバター・リップシンク動画生成ガイド。 Use when: (1) user says「AIアバター」「リップシンク」「OmniHuman」, (2) user wants talking head videos from images, (3) user mentions「アバター動画」「1枚の画像から動画」. Do NOT use for: 実写動画編集（video-agentを使用）、 アニメ制作（anime-productionを使用）。
Idioma do texto original: japonês
Local speech-to-text with the Whisper CLI (no API key).
Idioma do texto original: inglês
Conversão local de voz para texto com o Whisper CLI (sem necessidade de chave de API).
Idioma do texto original: inglês
Local speech-to-text with the Whisper CLI (no API key).
Idioma do texto original: inglês
Operad Composition Skill (PLUS +1)
Idioma do texto original: inglês
Output wählen im KI-Governance: Diese Output-Weiche für Ki Governance entscheidet, ob Memo, Antrag, Schriftsatz, Tabelle, Risikoampel, Fragenliste oder Mandantenbrief der richtige nächste Schritt ist.
Idioma do texto original: alemão
Use when the user asks for a debrief on recent work, wants to check what they actually own versus what AI carried, or asks to be quizzed on their codebase. Triggers on "debrief", "what do I own", "own this", "quiz me on the code". User-invoked only — never…
Idioma do texto original: inglês
Select and extract regions of interest (ROI) from whole slide images (WSI) for AI training data preparation and pathology research.
Idioma do texto original: inglês
Map metabolites to biological pathways using KEGG, Reactome, and MetaboAnalyst. Perform pathway enrichment and topology analysis. Use when interpreting metabolomics results in the context of biochemical pathways.
Idioma do texto original: inglês
Hardware-agnostic quantum ML framework with automatic differentiation. Use when training quantum circuits via gradients, building hybrid quantum-classical models, or needing device portability across IBM/Google/Rigetti/IonQ. Best for variational algorithms…
Idioma do texto original: inglês
Coordinate changes preserving dynamics
Idioma do texto original: inglês
Expert in photo content recognition, intelligent curation, and quality filtering. Specializes in face/animal/place recognition, perceptual hashing for de-duplication, screenshot/meme detection, burst photo selection, and quick indexing strategies. Activate on…
Idioma do texto original: inglês
Plasmoid consciousness detector. Maps Monad-Stokes fluid dynamics to ANY flow system, identifies Birkeland-like current structures, computes plasmoid consciousness thresholds (Psi > phi^{-5}), and extracts Nambu Hamiltonians {H1,H2,H3}=1. The cosmic nervous…
Idioma do texto original: inglês
Analyze population structure using PCA and admixture analysis with PLINK and ADMIXTURE. Identify population clusters, assess ancestry proportions, visualize genetic structure, and choose optimal K for admixture models. Use when analyzing population…
Idioma do texto original: inglês
Research pipeline for topology-aware GNN representation learning on power grids using the PowerGraph benchmark. Use when (1) building physics-guided GNNs for power flow (PF), optimal power flow (OPF), or cascading failure prediction, (2) implementing…
Idioma do texto original: inglês
ML-based estimation patterns, confidence intervals, and predictive modeling. Reference this skill when forecasting costs or time.
Idioma do texto original: inglês
Process and validate datasets for training. Use when setting up data pipelines.
Idioma do texto original: inglês
Analyze construction site photos to track progress, detect safety issues, and compare against BIM models using computer vision.
Idioma do texto original: inglês
Sussman/Radul propagator networks for constraint propagation and bidirectional
Idioma do texto original: inglês
Protein (gene) phylogeny inference pipeline: generates a .qmd analysis script that performs alignment, optional trimming, and tree building. Use when building phylogenetic trees from protein sequences, aligning protein families, running IQ-TREE or MAFFT for…
Idioma do texto original: inglês
Formal theorem proving with research, testing, and verification phases
Idioma do texto original: inglês
Bayesian statistical modeling with PyMC v5+. Use when building probabilistic models, specifying priors, running MCMC inference, diagnosing convergence, or comparing models. Covers PyMC, ArviZ, pymc-bart, pymc-extras, nutpie, and JAX/NumPyro backends. Triggers…
Idioma do texto original: inglês
Complete mass spectrometry analysis platform. Use for proteomics workflows feature detection, peptide identification, protein quantification, and complex LC-MS/MS pipelines. Supports extensive file formats and algorithms. Best for proteomics, comprehensive MS…
Idioma do texto original: inglês
Python for engineering analysis, numerical computing, and scientific workflows using NumPy, SciPy, SymPy
Idioma do texto original: inglês
Core PyTorch fundamentals including tensor operations, autograd, nn.Module architecture, and training loop orchestration. Covers optimizations like pin_memory and lazy module initialization. (pytorch, tensor, autograd, nn.Module, optimizer, training loop,…
Idioma do texto original: inglês
PyTorch CUDA environment and performance guidance, with emphasis on CUDA 13 toolkit/driver requirements, PyTorch wheel compatibility, and runtime checks. Use when configuring PyTorch on NVIDIA GPUs, debugging CUDA setup, or migrating to CUDA 13; triggers:…
Idioma do texto original: inglês
Comprehensive guide for deploying PyTorch models to production, covering export formats, optimization techniques, and deployment patterns.
Idioma do texto original: inglês
Distributed training strategies including DistributedDataParallel (DDP) and Fully Sharded Data Parallel (FSDP). Covers multi-node setup, checkpointing, and process management using torchrun. (ddp, fsdp, distributeddataparallel, torchrun, nccl, rank,…
Idioma do texto original: inglês
Library for Graph Neural Networks (GNNs). Covers MessagePassing layers, modular aggregation schemes, and handling large graphs via mini-batching with disjoint graph representation. (pyg, messagepassing, gnn, gcn, gat, edge_index, knn_graph, global_mean_pool)
Idioma do texto original: inglês
PyTorch training opinions, pitfalls, and non-obvious patterns. Covers distributed training (DDP/FSDP), optimizer configuration, gradient accumulation, schedulers, and flash attention. Use when scaling training, debugging distributed setups, or making…
Idioma do texto original: inglês
Exporting PyTorch models to ONNX format for cross-platform deployment. Includes handling dynamic axes, graph optimization in ONNX Runtime, and INT8 model quantization. (onnx, onnxruntime, torch.onnx.export, dynamic_axes, constant-folding, edge-deployment)
Idioma do texto original: inglês