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Claude Skills by majiayu000
github.com/majiayu00015,497 skills907 installs34,333 views
- Interface| Skill | Path | Description |Votes: 0GitHub stars: 666
- Interview Cheatsheet Wanshuiyin Auto Claude Code ResGenerate a long-form Chinese interview-prep cheat sheet on a specific ML/LLM topic — formulas with derivations, from-scratch PyTorch code, comparison tables, and 25 高频面试题 (L1 必会 / L2 进阶 / L3 顶级 lab). Cross-model codex review checks math, code, historical citations, and style discipline; then /render-html produces a single-file HTML with academic-newspaper template. Output: docs/tutorials/<slug>_tutorial.{md,html,review.json}. Use when the user says '写面试 cheat sheet', '写一份 X 教程', '帮我准备 Y 面试题',...Votes: 0GitHub stars: 666
- Interview CheatsheetGenerate a long-form Chinese interview-prep cheat sheet on a specific ML/LLM topic — formulas with derivations, from-scratch PyTorch code, comparison tables, and 25 高频面试题 (L1 必会 / L2 进阶 / L3 顶级 lab). Cross-model codex review checks math, code, historical citations, and style discipline; then /render-html produces a single-file HTML with academic-newspaper template. Output: docs/tutorials/<slug>_tutorial.{md,html,review.json}. Use when the user says '写面试 cheat sheet', '写一份 X 教程', '帮我准备 Y 面试题',...Votes: 0GitHub stars: 666
- Invariant Measure Plurigrid Asi 2Measure preserved by the flowVotes: 0GitHub stars: 666
- Jacobian Plurigrid Asi 2Matrix of partial derivatives for linearizationVotes: 0GitHub stars: 666
- Julia Gay Plurigrid Asi 2Gay.jl integration for deterministic color generation. SplitMix64 RNG, GF(3) trits, and SPI-compliant fingerprints in Julia.Votes: 0GitHub stars: 666
- Julia ProMaster Julia 1.10+ with modern features, performance optimization, multiple dispatch, and production-ready practices.Votes: 0GitHub stars: 666
- Julia Scientific Plurigrid Asi 2Julia package equivalents for 137 K-Dense-AI scientific skills. Maps Python bioinformatics, chemistry, ML, quantum, and data science packages to native Julia ecosystem.Votes: 0GitHub stars: 666
- Kegg Pathways Gptomics Bioskills B0a7f35aKEGG pathway and module enrichment analysis using clusterProfiler enrichKEGG and enrichMKEGG. Tests whether KEGG pathways are over-represented in a gene list. Supports 4000+ organisms via KEGG online database.Votes: 0GitHub stars: 666
- Ki Vo Betreiber PflichtenKI-VO Betreiber-Pflichten für Kanzleien erlaeutern und umsetzen: Anwendungsfall Kanzlei als Betreiber von KI-Diensten muss Pflichten nach EU AI Act kennen und in Richtlinie umsetzen. Art. 3 Nr. 4 KI-VO Betreiber-Definition, Art. 4 KI-VO KI-Kompetenz-Pflicht, Art. 6 KI-VO Hochrisiko-Abgrenzung, Art. 50 Abs. 4 KI-VO Kennzeichnung. Prüfraster Betreiber-Eigenschaft prüfen, Hochrisiko-Klassifizierung Anhang III, Pflichten-Katalog zusammenstellen, Umsetzungsfristen. Output Betreiber-Pflichten-Übers...Votes: 0GitHub stars: 666
- Kolmogorov CompressionKolmogorov complexity as the ultimate intelligence measure. ShortestVotes: 0GitHub stars: 666
- Koopman GeneratorKoopman operator theory for infinite-dimensional linear lifting of nonlinear dynamics. Generates dynamics from observables.Votes: 0GitHub stars: 666
- Kraken Classification Gptomics BioskillsTaxonomic classification of metagenomic reads using Kraken2. Fast k-mer based classification against RefSeq database. Use when performing initial taxonomic classification of shotgun metagenomic reads before abundance estimation with Bracken.Votes: 0GitHub stars: 666
- L0 SkillL0 regularization for neural network sparsification and intelligent sampling - used in survey calibrationVotes: 0GitHub stars: 666
- Label Studio SetupComprehensive guide for Label Studio setup and usage on local server for data labeling and annotation.Votes: 0GitHub stars: 666
- Learn From Repo用于深度理解研究型代码仓库的方法论 skill。当用户想要学习一个新的 ML/AI repo、理解其实现与论文的对应关系、或为后续修改做准备时使用。结合对话式学习风格，逐组件拆解模型实现。Votes: 0GitHub stars: 666
- LearnGuided, hands-on course teaching architects how to use Claude Code — six short modules, each built around an exercise on a bundled sandbox project (a fictional Brooklyn art museum expansion). Resumable across sessions via PROGRESS.md. Use when the user runs /learn, says they're new to Claude Code, or asks how to learn it.Votes: 0GitHub stars: 666
- Leela Ai Simhacker Moollm 3Manufacturing Intelligence — Leela AI develops MOOLLM for practical use and industrial explorationVotes: 0GitHub stars: 666
- Lemma Discovery AssistantAnalyze failed or stuck proofs and propose auxiliary lemmas to help complete the proof in Isabelle/HOL or Coq. Use when encountering proof failures, stuck proof states, unprovable subgoals, or when needing to strengthen induction hypotheses. Identifies missing lemmas, suggests proof strategies, and generates helper lemmas with appropriate statements and proof sketches. Supports inductive proofs, case analysis, rewriting, and complex proof obligations.Votes: 0GitHub stars: 666
- Levin LevityLeonid Levin''''s algorithmic complexity meets playful mutual ingression. Use for: BB(n) prediction markets, Kolmogorov complexity rewards, WEV extraction from proof inefficiencies, Nash equilibrium between exploration (LEVITY) and convergence (LEVIN).Votes: 0GitHub stars: 666
- Linear LogicLinear Logic SkillVotes: 0GitHub stars: 666
- LinearizationLocal approximation of nonlinear dynamicsVotes: 0GitHub stars: 666
- Local Finetune Plurigrid Asi 2local-finetuneVotes: 0GitHub stars: 666
- Locomo BenchmarkRun LoCoMo benchmark for long-term conversational memoryVotes: 0GitHub stars: 666
- Longbridge Ml StrategyMachine-learning prediction strategy framework via Longbridge Securities — walk-forward rolling training with feature engineering (MACD, RSI, Bollinger Band width, volume change rate) and a scikit-learn classifier (Random Forest / Gradient Boosting); retrains every 60 days, predicts 5-day direction probability; evaluates win rate, profit factor, and Sharpe ratio. For reference only — not investment advice. Triggers: "机器学习", "ML策略", "预测模型", "随机森林", "梯度提升", "深度学习", "AI选股", "walk-forward", "機器學習...Votes: 0GitHub stars: 666
- M Bius Color DualityMöbius inversion for Gay.jl color duality - closes sparsification spine gapVotes: 0GitHub stars: 666
- M Bius Path FilteringNon-orientable topological filtering that eliminates self-revisiting pathsVotes: 0GitHub stars: 666
- M6a DifferentialIdentify differential m6A methylation between conditions from MeRIP-seq. Use when comparing epitranscriptomic changes between treatment groups or cell states.Votes: 0GitHub stars: 666
- M6anet Analysis Gptomics BioskillsDetect m6A modifications from Oxford Nanopore direct RNA sequencing using m6Anet. Use when analyzing epitranscriptomic modifications from long-read RNA data without immunoprecipitation.Votes: 0GitHub stars: 666
- Markov Game Acsetmarkov-game-acset skillVotes: 0GitHub stars: 666
- Matchms K Dense Ai Scientific Agent Ski 2Spectral similarity and compound identification for metabolomics. Use for comparing mass spectra, computing similarity scores (cosine, modified cosine), and identifying unknown compounds from spectral libraries. Best for metabolite identification, spectral matching, library searching. For full LC-MS/MS proteomics pipelines use pyopenms.Votes: 0GitHub stars: 666
- Mcmc Sampling StanGuide for performing Markov Chain Monte Carlo (MCMC) sampling using RStan or PyStan. This skill should be used when implementing Bayesian statistical models, fitting hierarchical models, working with Stan modeling language, or running MCMC diagnostics. Applies to tasks involving posterior sampling, Bayesian inference, and probabilistic programming with Stan.Votes: 0GitHub stars: 666
- Mechanical Properties'This skill group covers calculations of mechanical properties of crystallineVotes: 0GitHub stars: 666
- Metabolicinput Pwwang Immunopipe Be5747bePass-through process that prepares Seurat object for metabolic landscapeVotes: 0GitHub stars: 666
- Metaxy Anam Org MetaxyThis skill should be used when the user asks to "define a feature", "create a BaseFeature class", "track feature versions", "set up metadata store", "field-level lineage", "FieldSpec", "FeatureDep", "run metaxy CLI", "metaxy migrations", or needs guidance on metaxy feature definitions, versioning, metadata stores, CLI commands, or testing patterns.Votes: 0GitHub stars: 666
- MetaxyThis skill should be used when the user asks to "define a feature", "create a BaseFeature class", "track feature versions", "set up metadata store", "field-level dependencies", "FieldSpec", "FeatureDep", "run metaxy CLI", "metaxy migrations", or needs guidance on metaxy feature definitions, versioning, metadata stores, CLI commands, or testing patterns.Votes: 0GitHub stars: 666
- Methylation Aggregation Ammawla Encode ToolkitBuild comprehensive DNA methylation maps by aggregating WGBS (Whole Genome Bisulfite Sequencing) data across multiple ENCODE experiments, donors, and labs. Use when the user wants to answer "where is DNA methylated/unmethylated in my tissue?" by combining per-CpG methylation data into tissue-level methylation profiles. Handles coverage filtering, identifies hypomethylated regions (HMRs) and partially methylated domains (PMDs), and manages cross-lab variation.Votes: 0GitHub stars: 666
- Metric CreatorCreate new metrics for the Fair-Forge AI evaluation library. This skillVotes: 0GitHub stars: 666
- Microimpute Skill Policyengine Policyengine ClaudeML-based variable imputation for survey data - used in policyengine-us-data to fill missing valuesVotes: 0GitHub stars: 666
- Mine TranscriptsMine real human conversations from CLI agents for bridge classifier training.Votes: 0GitHub stars: 666
- Ml Pipeline CreationDesign, implement, and validate reproducible machine-learning pipelines spanning data preparation, training, evaluation, registry, and deployment gates. Use when the user requests an ML pipeline, needs to turn model scripts into an orchestrated workflow, or provides pipeline components that must be connected safely.Votes: 0GitHub stars: 666
- Model Convergence Forecast Starwreckntx Irp MethodologiesForecast convergence patterns in multi-model consensus scenarios.Votes: 0GitHub stars: 666
- Model Debugging Pollinations PollinationsDebug and diagnose model errors in Pollinations services. Analyze logs, find error patterns, identify affected users. For taking action on user tiers, see tier-management skill.Votes: 0GitHub stars: 666
- Model DeploymentDeploy trained machine learning models as production-ready services using REST APIs, containers, serverless functions, and orchestration platforms. Use when the user requests model deployment or provides relevant inputs for this workflow.Votes: 0GitHub stars: 666
- Moebius InversionMöbius inversion on posets and lattices: alternating sums, chromatic polynomials, incidence algebras, and centrality predicates.Votes: 0GitHub stars: 666
- Molecular Dynamics K Dense Ai Scientific Agent Ski 2Run and analyze molecular dynamics simulations with OpenMM and MDAnalysis. Set up protein/small molecule systems, define force fields, run energy minimization and production MD, analyze trajectories (RMSD, RMSF, contact maps, free energy surfaces). For structural biology, drug binding, and biophysics.Votes: 0GitHub stars: 666
- Molfeat K Dense Ai Scientific Agent Ski 2Molecular featurization for ML (100+ featurizers). ECFP, MACCS, descriptors, pretrained models (ChemBERTa), convert SMILES to features, for QSAR and molecular ML.Votes: 0GitHub stars: 666
- Motif Analysis Ammawla Encode ToolkitGuide for de novo and known motif enrichment analysis of ENCODE ChIP-seq and ATAC-seq peaks using HOMER and MEME Suite. Use when users need to discover TF binding motifs in peaks, validate ChIP-seq targets, or find co-binding partners. Trigger on: motif analysis, HOMER, MEME, de novo motif, motif enrichment, findMotifsGenome, AME, MEME-ChIP, known motif, TF binding motif, co-factor, motif discovery.Votes: 0GitHub stars: 666
- Multi Omics Integration Ammawla Encode ToolkitIntegrate multiple ENCODE data types (RNA-seq, ATAC-seq, Histone ChIP-seq, TF ChIP-seq) for a tissue/cell type to build a comprehensive regulatory landscape. Use when the user wants to answer "what are the enhancers, promoters, and regulatory elements active in my tissue, and which transcription factors control them?" by layering expression, chromatin accessibility, histone marks, and TF binding data. Follows the Mawla et al. 2023 framework for cross-assay integration of islet cell type-speci...Votes: 0GitHub stars: 666
- Multi Omics Pipeline Gptomics Bioskills 2End-to-end multi-omics integration workflow. Orchestrates data harmonization, MOFA/mixOmics integration, factor interpretation, and downstream analysis across transcriptomics, proteomics, metabolomics, and other modalities. Use when integrating multiple omics datasets.Votes: 0GitHub stars: 666