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Claude Skills by majiayu000
github.com/majiayu00015,497 skills907 installs34,333 views
- SummarizationSummarize text using extractive, abstractive, hierarchical, and multi-document techniques, producing concise outputs at configurable detail levels. Use when the user requests summarization or provides relevant inputs for this workflow.Votes: 0GitHub stars: 666
- Supervised LearningBuild production-ready classification and regression models with hyperparameter tuningVotes: 0GitHub stars: 666
- Surface EnergyThis skill group covers the calculation of surface energies and the predictionVotes: 0GitHub stars: 666
- Synthetic Data Generation Jlaws DotfilesLLM-generated training data, augmentation strategies, distillation datasets, self-instruct and Evol-Instruct patterns, quality filtering pipelines.Votes: 0GitHub stars: 666
- System2 Attention Plurigrid Asi 2System 2 attention mechanisms for deliberate, slow reasoning in transformerVotes: 0GitHub stars: 666
- Target Prediction Gptomics BioskillsPredict miRNA target genes using sequence-based algorithms and database lookups. Use when identifying potential mRNA targets of differentially expressed or functionally important miRNAs.Votes: 0GitHub stars: 666
- Target PredictionPredict miRNA target genes using sequence-based algorithms and database lookups. Use when identifying potential mRNA targets of differentially expressed or functionally important miRNAs.Votes: 0GitHub stars: 666
- Tcr Pmhc Prediction Agent---name: tcr-pmhc-prediction-agentVotes: 0GitHub stars: 666
- Tcr Repertoire Analysis Agent---name: tcr-repertoire-analysis-agentVotes: 0GitHub stars: 666
- Technology SelectionGuides 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 Runtime, and OllamaSharp. Covers the full spectrum from classic ML through modern LLM orchestration to local inference. Use when adding classification, regression, clustering, anomaly detection, recommendation, LLM integration (text generation, summarization, reasoning), RAG pipelines with vector se...Votes: 0GitHub stars: 666
- Temp Ljt 520 Openclaw BackupHot dog or not? Classify food photos and battle Nemotron. Use when a user sends a food photo, asks if something is a hot dog, or says 'hotdog', '/hotdog', or 'hot dog battle'.Votes: 0GitHub stars: 666
- Tensorflow Data PipelinesCreate efficient data pipelines with tf.dataVotes: 0GitHub stars: 666
- Three Match3-MATCH gadgets and non-backtracking geodesics for 3-SAT via colored subgraph isomorphism.Votes: 0GitHub stars: 666
- Time Resolved Cryoem Agent---name: time-resolved-cryoem-agentVotes: 0GitHub stars: 666
- Timesfm Forecasting Foryourhealth111 Pix Vibe SkillsZero-shot time series forecasting with Google's TimesFM foundation model. Use this skill when forecasting ANY univariate time series — sales, sensor readings, stock prices, energy demand, patient vitals, weather, or scientific measurements — without training a custom model. Automatically checks system RAM/GPU before loading the model, supports CSV/DataFrame/array inputs, and returns point forecasts with calibrated prediction intervals. Includes a preflight system checker script that MUST be r...Votes: 0GitHub stars: 666
- Timesfm Forecasting K Dense Ai Scientific Agent Ski 2Zero-shot time series forecasting with Google's TimesFM foundation model. Use for any univariate time series (sales, sensors, energy, vitals, weather) without training a custom model. Supports CSV/DataFrame/array inputs with point forecasts and prediction intervals. Includes a preflight system checker script to verify RAM/GPU before first use.Votes: 0GitHub stars: 666
- Tme Immune Profiling Agent---name: tme-immune-profiling-agentVotes: 0GitHub stars: 666
- Tokenizer DesignBPE, WordPiece, SentencePiece, and Unigram tokenizer training, vocabulary optimization, domain extension, and multilingual design.Votes: 0GitHub stars: 666
- Topexpressinggenes Pwwang Immunopipe 9c464846Identifies and visualizes the top expressing genes per cluster in T/B cells, followed by pathway enrichment analysis. Provides quick cluster characterization by highlighting the most highly expressed genes and their biological functions.Votes: 0GitHub stars: 666
- Torch CompileUse torch.compile to JIT-compile PyTorch code into optimized kernels,Votes: 0GitHub stars: 666
- Torch Geometric K Dense Ai Scientific Agent SkiPyTorch Geometric (PyG) for graph neural networks — node/link/graph classification, message passing (GCN, GAT, GraphSAGE, GIN), heterogeneous graphs, neighbor sampling, and custom datasets. Use when working with torch_geometric, not for general NetworkX analytics or non-graph PyTorch models.Votes: 0GitHub stars: 666
- Torchdrug K Dense Ai Scientific Agent Ski 2PyTorch-native graph neural networks for molecules and proteins. Use when building custom GNN architectures for drug discovery, protein modeling, or knowledge graph reasoning. Best for custom model development, protein property prediction, retrosynthesis. For pre-trained models and diverse featurizers use deepchem; for benchmark datasets use pytdc.Votes: 0GitHub stars: 666
- TorchserveModel serving engine for PyTorch. Focuses on MAR packaging, custom handlers for preprocessing/inference, and management of multi-GPU worker scaling. (torchserve, mar-file, handler, basehandler, model-archiver, inference-api)Votes: 0GitHub stars: 666
- TorchtextNatural Language Processing utilities for PyTorch (Legacy). Includes tokenizers, vocabulary building, and DataPipe-based dataset handling for text processing pipelines. (torchtext, tokenizer, vocab, datapipe, regextokenizer, nlp-pipeline)Votes: 0GitHub stars: 666
- Tpd Ternary Complex Agent---name: tpd-ternary-complex-agentVotes: 0GitHub stars: 666
- Tracing Bitwikiorg Skills MdImported skill tracing from langchainVotes: 0GitHub stars: 666
- Training CheckPeriodically check WandB metrics during training to catch problems early (NaN, loss divergence, idle GPUs). Avoids wasting GPU hours on broken runs. Use when training is running and you want automated health checks.Votes: 0GitHub stars: 666
- Training PipelinesMaster training pipelines - orchestration, distributed training, hyperparameter tuningVotes: 0GitHub stars: 666
- TrajectoryPath traced by solution through phase spaceVotes: 0GitHub stars: 666
- Transformers K Dense Ai Scientific Agent Ski 2Hugging Face Transformers for loading Hub models, running pipeline inference, text generation, and Trainer fine-tuning on NLP, vision, audio, and multimodal tasks. Use when working with AutoModel, pipelines, tokenizers, or TrainingArguments—not for general ML outside the Transformers library.Votes: 0GitHub stars: 666
- Transport PropertiesThis skill group covers first-principles calculation of electronic transportVotes: 0GitHub stars: 666
- Triangle MetricsTriangle Metrics SkillVotes: 0GitHub stars: 666
- Tripartite DecompositionsGF(3)-balanced structured decompositions for parallel computation. Decomposes problems into MINUS/ERGODIC/PLUS components with sheaf-theoretic gluing. Use for FPT algorithms, skill allocation, or any 3-way parallel workload.Votes: 0GitHub stars: 666
- Tts Horus Grahama1970 Agent SkillsThis skill standardizes the end-to-end Horus voice workflow using uvx-styleVotes: 0GitHub stars: 666
- Tts TrainThis skill provides a general, composable workflow for building datasetsVotes: 0GitHub stars: 666
- Tumor Clonal Evolution Agent---name: tumor-clonal-evolution-agentVotes: 0GitHub stars: 666
- Tumor Heterogeneity Agent---name: tumor-heterogeneity-agentVotes: 0GitHub stars: 666
- Tumor Mutational Burden Agent---name: tumor-mutational-burden-agentVotes: 0GitHub stars: 666
- Two SigmaBuild trading systems in the style of Two Sigma, the systematic investment manager pioneering machine learning at scale. Emphasizes alternative data, distributed computing, feature engineering, and rigorous ML infrastructure. Use when building ML pipelines for alpha research, feature stores, or large-scale backtesting systems.Votes: 0GitHub stars: 666
- Ui DetectorYOLO UI元素检测器项目管理。训练自定义模型识别界面元素（按钮、输入框、二维码等），用于半自动化操作。Votes: 0GitHub stars: 666
- Ultrametric DistanceNon-Archimedean distance metrics for hierarchical clustering and p-adic analysisVotes: 0GitHub stars: 666
- Umap Learn K Dense Ai Scientific Agent Ski 2UMAP dimensionality reduction. Fast nonlinear manifold learning for 2D/3D visualization, clustering preprocessing (HDBSCAN), supervised/parametric UMAP, for high-dimensional data.Votes: 0GitHub stars: 666
- Universal Captp DerivationUniversal CapTP Derivation SkillVotes: 0GitHub stars: 666
- Unsloth Core Cuba6112 Skillfactory Cef6d0f1Unsloth-core provides the foundational framework for accelerating LargeVotes: 0GitHub stars: 666
- Unsloth Cpt Cuba6112 Skillfactory Cf577731Unsloth-cpt provides specific optimizations for Continued PretrainingVotes: 0GitHub stars: 666
- Unsloth Datasets Cuba6112 Skillfactory Dc02c66cUnsloth-datasets provides tools to prepare and optimize data for fine-tuning.Votes: 0GitHub stars: 666
- Unsloth Dpo Cuba6112 Skillfactory F41c8835Direct Preference Optimization (DPO) in Unsloth provides a way to alignVotes: 0GitHub stars: 666
- Unsloth FftPerforming full fine-tuning (FFT) in Unsloth with 100% exact weight updates and optimized gradient checkpointing. Triggers include fft, full fine-tuning, full_finetuning, exact fine-tuning, and weight updates.Votes: 0GitHub stars: 666
- Unsloth Gguf Cuba6112 Skillfactory C22932b8Unsloth provides a streamlined method to export fine-tuned models directlyVotes: 0GitHub stars: 666
- Unsloth Grpo Cuba6112 Skillfactory C0f5d1f3Unsloth-grpo enables training of reasoning models using Group RelativeVotes: 0GitHub stars: 666