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Claude Skills by majiayu000
github.com/majiayu00015,497 skills907 installs34,333 views
- Ml PipelineUse when building ML pipelines, orchestrating training workflows, automating model lifecycle, implementing feature stores, or managing experiment tracking systems.Votes: 0GitHub stars: 666
- Mlops Engineer Sickn33 Antigravity AwesomeBuild comprehensive ML pipelines, experiment tracking, and model registries with MLflow, Kubeflow, and modern MLOps tools.Votes: 0GitHub stars: 666
- Moai Domain Data Science Dolsoon My Awesome ProjectProduction-grade data science specialist with TensorFlow 2.20.0, PyTorch 2.9.0, Scikit-learn 1.7.2 expertise. Master data processing, ML pipeline development, model deployment, and statistical analysis. Build end-to-end data science solutions with comprehensive experimentation and visualization.Votes: 0GitHub stars: 666
- Model Trainer Aisa Group Skill InjectThis skill should be used when users want to train or fine-tune language models using TRL (Transformer Reinforcement Learning) on Hugging Face Jobs infrastructure. Covers SFT, DPO, GRPO and reward modeling training methods, plus GGUF conversion for local deployment. Includes guidance on the TRL Jobs package, UV scripts with PEP 723 format, dataset preparation and validation, hardware selection, cost estimation, Trackio monitoring, Hub authentication, and model persistence. Should be invoked f...Votes: 0GitHub stars: 666
- Multiome Pipeline Gptomics Bioskills 2End-to-end multiome workflow for joint scRNA-seq + scATAC-seq analysis. Covers data loading, separate modality processing, and WNN integration with Seurat/Signac. Use when analyzing joint scRNA+scATAC data.Votes: 0GitHub stars: 666
- Nano Banana PromptsGenerate optimized prompts for Gemini 2.5 Flash Image (Nano Banana). Use for image generation, crafting photo prompts, art styles, or multi-turn editing workflows with best practices.Votes: 0GitHub stars: 666
- Neuropixels Analysis K Dense Ai Scientific Agent SkiNeuropixels neural recording analysis. Load SpikeGLX/OpenEphys data, preprocess, motion correction, Kilosort4 spike sorting, quality metrics, Allen/IBL curation, AI-assisted visual analysis, for Neuropixels 1.0/2.0 extracellular electrophysiology. Use when working with neural recordings, spike sorting, extracellular electrophysiology, or when the user mentions Neuropixels, SpikeGLX, Open Ephys, Kilosort, quality metrics, or unit curation.Votes: 0GitHub stars: 666
- Nixtla Cross ValidatorPerforms rigorous time series cross-validation using expanding and sliding windows. Use when needing to evaluate the performance of time series models on unseen data. Trigger with cross validate time series, evaluate forecasting model, time series backtesting.Votes: 0GitHub stars: 666
- Nixtla Model SelectorAutomatically selects the best forecasting model between StatsForecast and TimeGPT based on time series data characteristics. Use when unsure which model performs best. Trigger with 'auto-select model', 'choose best model', 'model selection'.Votes: 0GitHub stars: 666
- Nixtla Timegpt LabProvides expert Nixtla forecasting using TimeGPT, StatsForecast, and MLForecast. Generates time series forecasts, analyzes trends, compares models, performs cross-validation, and recommends best practices. Activates when user needs forecasting, time series analysis, sales prediction, demand planning, revenue forecasting, or M4 benchmarking.Votes: 0GitHub stars: 666
- Numpy Indexing Cuba6112 SkillfactoryAdvanced 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_.Votes: 0GitHub stars: 666
- Numpy Interop Cuba6112 SkillfactoryProtocols 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.Votes: 0GitHub stars: 666
- Optimize For GpuGPU-accelerate Python code using CuPy, Numba CUDA, Warp, cuDF, cuML, cuGraph, KvikIO, cuCIM, cuxfilter, cuVS, cuSpatial, and RAFT. Use whenever the user mentions GPU/CUDA/NVIDIA acceleration, or wants to speed up NumPy, pandas, scikit-learn, scikit-image, NetworkX, GeoPandas, or Faiss workloads. Covers physics simulation, differentiable rendering, mesh ray casting, particle systems (DEM/SPH/fluids), vector/similarity search, GPUDirect Storage file IO, interactive dashboards, geospatial analys...Votes: 0GitHub stars: 666
- Pseudobulkdeg Pwwang Immunopipe 4f6bfff4Performs pseudo-bulk differential gene expression analysis using DESeq2 or edgeR. Aggregates single-cell counts to sample-level pseudo-bulk data, then identifies differentially expressed genes between conditions while accounting for biological replicates. Supports complex experimental designs including batch effects, paired samples, and interaction terms.Votes: 0GitHub stars: 666
- Pymc ModelingBayesian 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 on tasks involving: Bayesian inference, posterior sampling, hierarchical/multilevel models, GLMs, time series, Gaussian processes, BART, mixture models, prior/posterior predictive checks, MCMC diagnostics, LOO-CV, WAIC, model comparison,...Votes: 0GitHub stars: 666
- Data Researcher Skill 404kidwiz Claude Supercode SkiData discovery and analysis specialist focused on extracting actionable insights from complex datasets, identifying patterns and anomalies, and transforming raw data into strategic intelligence. Excels at multi-source data integration, advanced analytics, and data-driven decision support.Votes: 0GitHub stars: 666
- Data Science Expert Personamanagmentlaye Pcl 2Expert-level data science, analytics, visualization, and statistical modelingVotes: 0GitHub stars: 666
- Data Science Tools Mikkelkrogsholm Dst Skills 2Documentation of available data science libraries (scipy, numpy, pandas, sklearn) and best practices for statistical analysis, regression modeling, and organizing analysis scripts. **CRITICAL:** All analysis scripts MUST be placed in reports/{topic}/scripts/, NOT in root scripts/ directory.Votes: 0GitHub stars: 666
- Data Science Travisjneuman Claude 2Data science and analytics expertise for statistical analysis, machine learning pipelines, data governance, business intelligence, predictive modeling, and analytics strategy. Use when building ML models, analyzing data, creating dashboards, or designing data architectures.Votes: 0GitHub stars: 666
- Decision MakingStructured approaches to decisions under uncertainty and complexity. Covers expected value, decision trees, multi-criteria decision analysis, System 1 vs System 2 allocation, pre-mortems, reversible vs irreversible decisions, and the distinction between good decisions and good outcomes. Use when choosing among alternatives with uncertain or multi-dimensional consequences, especially when the stakes justify a deliberate rather than intuitive process.Votes: 0GitHub stars: 666
- Deepsearch Yeachan Heo Oh My ClaudecodeThorough codebase searchVotes: 0GitHub stars: 666
- Descriptive StatisticsSummarizing and visualizing data through measures of center, spread, shape, and position. Covers mean, median, mode, range, IQR, variance, standard deviation, percentiles, z-scores, five-number summaries, and graphical displays (histograms, box plots, stem-and-leaf, dot plots, scatter plots). Emphasizes choosing the right summary for the data's shape and scale. Use when summarizing datasets, choosing visualizations, computing summary statistics, or interpreting distributions.Votes: 0GitHub stars: 666
- Design Archivist Erichowens Some Claude Skills 2Long-running design anthropologist that builds comprehensive visual databases from 500-1000 real-world examples, extracting color palettes, typography patterns, layout systems, and interaction design across any domain (portfolios, e-commerce, SaaS, adult content, technical showcases). This skill should be used when users need exhaustive design research, pattern recognition across large example sets, or systematic visual analysis for competitive positioning.Votes: 0GitHub stars: 666
- Designing Experiments Foryourhealth111 Pix Vibe SkillsSelects the appropriate quasi-experimental method (DiD, ITS, SC) based on data structure and research questions. Use when the user is unsure which method to apply.Votes: 0GitHub stars: 666
- Development EconomicsEconomics of low-income countries and the structural transformation from agrarian poverty to industrial prosperity. Covers growth models (Solow, endogenous growth, unified growth theory), the role of institutions (inclusive vs. extractive), inequality measurement and dynamics (Gini, Lorenz curve, Kuznets), poverty traps and their mechanisms (nutritional, financial, geographical), foreign aid debates, and the capability approach as an alternative development metric. Use when analyzing why some...Votes: 0GitHub stars: 666
- Developmental PsychologyLifespan development from prenatal through aging. Covers Piaget's stages of cognitive development (sensorimotor, preoperational, concrete operational, formal operational), Erikson's psychosocial stages, attachment theory (Bowlby, Ainsworth, secure/avoidant/anxious/disorganized), moral development (Kohlberg, Gilligan), language acquisition (critical period, LAD, stages), adolescent identity formation, adult development, and aging. Use when analyzing how cognitive, social, emotional, and moral ...Votes: 0GitHub stars: 666
- Dietary AssessmentMethods for assessing what people actually eat — 24-hour recall, food frequency questionnaires, diet diaries, biomarkers, duplicate-plate studies, and controlled feeding. Covers the relative strengths and biases of each instrument, how to choose among them for a given question, and how to interpret results in the presence of measurement error. Use when a user wants to estimate population-level intake, individual-level intake, or evaluate the plausibility of a dietary claim that depends on how...Votes: 0GitHub stars: 666
- Differential AnalysisDifferential abundance and state analysis for cytometry data. Compare cell populations between conditions using statistical methods. Use when testing for significant changes in cell frequencies or marker expression between groups.Votes: 0GitHub stars: 666
- Differential MirnaPerform differential expression analysis of miRNAs between conditions using DESeq2 or edgeR with small RNA-specific considerations. Use when identifying miRNAs that change between treatment groups, disease states, or developmental stages.Votes: 0GitHub stars: 666
- DigRefines an active research session by drilling deeper into a subtopic. Use after tome:research to narrow results to a specific channel or angle.Votes: 0GitHub stars: 666
- DiscourseScans HN, Lobsters, Reddit, and tech blogs for community experience reports. Use when gathering practitioner opinions on a technology or approach.Votes: 0GitHub stars: 666
- Distribution Analyzer Dengineproblem Agents MonorepoЭксперт анализа распределений. Используй для statistical distributions, data analysis и hypothesis testing.Votes: 0GitHub stars: 666
- Dmr Detection Gptomics Bioskills 2Differentially methylated region (DMR) detection using methylKit tiles, bsseq BSmooth, and DMRcate. Use when identifying contiguous genomic regions with methylation differences between experimental conditions or cell types.Votes: 0GitHub stars: 666
- Docs Seeker Hainamchung Agent AssistantSearch technical documentation using executable scripts to detect query type, fetch from llms.txt sources (context7.com), and analyze results. Use when user needs: (1) Topic-specific documentation (features/components/concepts), (2) Library/framework documentation, (3) GitHub repository analysis, (4) Documentation discovery with automated agent distribution strategyVotes: 0GitHub stars: 666
- Early Anomaly Detection Profmikegreene Gotei 2Detect and alert on emerging anomalies and risk flags from pilot metrics and data streams. Use when monitoring live data, threshold breaches, or statistical outliers to trigger governance reviews and corrective actions.Votes: 0GitHub stars: 666
- Earnings Attribution Faisalanjum EventtraderAnalyzes why stocks moved after 8-K earnings filings. Use ultrathink for all analyses. Invoke when asked to analyze stock movements, earnings reactions, or determine the primary driver of price changes.Votes: 0GitHub stars: 666
- Earnings Attribution V1 Monolithic Faisalanjum EventtraderAnalyzes why stocks moved after 8-K earnings filings. Use ultrathink for all analyses. Invoke when asked to analyze stock movements, earnings reactions, or determine the primary driver of price changes.Votes: 0GitHub stars: 666
- Economic Order Quantity Kishorkukreja Awesome Supply ChainWhen the user wants to calculate optimal order quantities, minimize total inventory costs using EOQ models, or determine the economic lot size. Also use when the user mentions "EOQ," "Wilson formula," "economic lot size," "order quantity optimization," "production batch size," "quantity discounts," "EPQ" (Economic Production Quantity), "backorder models," or "reorder point calculations." For multi-echelon systems, see multi-echelon-inventory. For stochastic models, see stochastic-inventory-mo...Votes: 0GitHub stars: 666
- Ecosystem DynamicsEcological organization, energy flow, food webs, biodiversity, succession, and species interactions. Covers trophic structure, primary productivity, nutrient transfer efficiency, keystone and foundation species, ecosystem services, carrying capacity, disturbance regimes, primary and secondary succession, and resilience metrics. Use when analyzing how living communities are organized, how energy and matter move through ecosystems, how disturbance and recovery shape landscapes, or why biodivers...Votes: 0GitHub stars: 666
- Ecosystem MappingReading a habitat — identifying biome, plant community, food web structure, successional stage, and the keystone species that hold the system together. Covers the elevational and latitudinal gradients that Humboldt first mapped, the structural vocabulary for describing a habitat, the core concepts of food-web and trophic analysis, and the practice of diagnosing habitat health from indicator species. Use when the task is to understand a place rather than a species.Votes: 0GitHub stars: 666
- Ehr Advantage Designer Tito Gh Healthcare 2当社EHR-RWDの強み（経過記録テキスト、臨床サマリー、検査値）を最大限活用する 研究デザインを設計する。クレームDB（JMDC/MDV）では不可能な研究要素を具体化。Votes: 0GitHub stars: 666
- Exa Search Mhagrelius DotfilesUse when searching for concepts, ideas, or similar content without exact keywords; when user asks "find similar to...", needs semantic discovery, research across perspectives, or explicitly mentions exaVotes: 0GitHub stars: 666
- Extract Dependencies Mvillmow ProjectodysseyAnalyze imports and identify all module dependencies. Use when mapping project structure.Votes: 0GitHub stars: 666
- Youtube Summarizer Clinscott CstarExtract transcripts from YouTube videos and generate comprehensive, detailed summaries using intelligent analysis frameworksVotes: 0GitHub stars: 666
- Zotero Decimasudo LumoagentManage Zotero reference libraries via the Web API. Search, list, add items by DOI/ISBN/PMID (with duplicate detection), delete/trash items, update metadata and tags, export in BibTeX/RIS/CSL-JSON, batch-add from files, check PDF attachments, cross-reference citations, find missing DOIs via CrossRef, and fetch open-access PDFs. Supports --json output for scripting. Use when the user asks about academic references, citation management, literature libraries, PDFs for papers, bibliography export,...Votes: 0GitHub stars: 666
- AdaptyvHow to use the Adaptyv Bio Foundry API and Python SDK for protein experiment design, submission, and results retrieval. Use this skill whenever the user mentions Adaptyv, Foundry API, protein binding assays, protein screening experiments, BLI/SPR assays, thermostability assays, or wants to submit protein sequences for experimental characterization. Also trigger when code imports `adaptyv`, `adaptyv_sdk`, or `FoundryClient`, or references `foundry-api-public.adaptyvbio.com`.Votes: 0GitHub stars: 666
- Add Admin Api Endpoint Gregbaron Ghost MysandboxAdd a new endpoint or endpoints to Ghost's Admin API at `ghost/api/admin/**`.Votes: 0GitHub stars: 666
- Add Api Endpoint Tassadar2499 Novatune 3Add a new minimal API endpoint to NovaTune with service, models, and testsVotes: 0GitHub stars: 666
- Add Api Route Whatifwedigdeeper Claude Template 3Create Next.js API route with validation and error handlingVotes: 0GitHub stars: 666
- Add Cursor Pagination Tassadar2499 Novatune 2Add cursor-based pagination for list endpoints with stable ordering (project)Votes: 0GitHub stars: 666