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Claude Skills by majiayu000
github.com/majiayu00015,497 skills907 installs34,333 views
- Building Rag SystemsBuild production RAG systems with LangChain orchestration and Qdrant vector store. Covers 8 RAG architectures (Simple, HyDE, CRAG, Self-RAG, Agentic), document processing, semantic chunking, retrieval chains, and evaluation with LangSmith/RAGAS. Use when implementing RAG pipelines, semantic search, or AI knowledge systems. NOT for simple keyword search.Votes: 0GitHub stars: 666
- Caffe Cifar 10Guidance for building Caffe from source and training CIFAR-10 models. This skill applies when tasks involve compiling Caffe deep learning framework, configuring Makefile.config, preparing CIFAR-10 dataset, or training CNN models with Caffe solvers. Use for legacy ML framework installation, LMDB dataset preparation, and CPU-only deep learning training tasks.Votes: 0GitHub stars: 666
- Calc Bode Tatsuki Washimi Gwexpypython-controlを使用して、メカニカルシステムの状態空間モデルから伝達関数（Bode Plot）を計算・表示するVotes: 0GitHub stars: 666
- Case Dpia DriftCase: Tatbestandsmerkmale, Beweisfragen und Beleglage im Plugin ki governance; schärft Rollen, Belege, Fachnormen, Risiken, Gegenargumente und nächsten verwertbaren Schritt statt austauschbarer Standardprüfung: eigenständiges Prüffeld mit Norm-/Quellencheck, Risikoampel und verwertbarem Output.Votes: 0GitHub stars: 666
- Catalyst Screening| Skill | Description |Votes: 0GitHub stars: 666
- CatsharpCat# Skill (ERGODIC 0)Votes: 0GitHub stars: 666
- Causal Inference MlApply causal inference methods for treatment effect estimation and uplift modelingVotes: 0GitHub stars: 666
- Ce Reject PolicyConfigure reject and defer decision policies and interpret RejectResult behavior in prediction and explanation flows.Votes: 0GitHub stars: 666
- Cellfree Rna Agent---name: cellfree-rna-agentVotes: 0GitHub stars: 666
- Change Order AnalysisAnalyze and predict construction change orders using ML. Classify change order types, predict costs and schedule impacts, identify patterns, and optimize approval workflows.Votes: 0GitHub stars: 666
- Chaotic AttractorStrange attractor with sensitive dependence on initial conditionsVotes: 0GitHub stars: 666
- Chemcrow Tools Mdbabumiamssm Llms Universal Life---name: chemcrow-drug-discoveryVotes: 0GitHub stars: 666
- Chic Ml Framework Agent---name: chic-ml-framework-agentVotes: 0GitHub stars: 666
- Chip Clonal Hematopoiesis Agent---name: chip-clonal-hematopoiesis-agentVotes: 0GitHub stars: 666
- Chromosomal Instability Agent---name: chromosomal-instability-agentVotes: 0GitHub stars: 666
- Cider EmbeddingSemantic embeddings for Clojure code navigation via CIDERVotes: 0GitHub stars: 666
- Cirq K Dense Ai Scientific Agent Ski 2Google quantum computing framework. Use when targeting Google Quantum AI hardware, designing noise-aware circuits, or running quantum characterization experiments. Best for Google hardware, noise modeling, and low-level circuit design. For IBM hardware use qiskit; for quantum ML with autodiff use pennylane; for physics simulations use qutip.Votes: 0GitHub stars: 666
- Clip Aware EmbeddingsSemantic image-text matching with CLIP and alternatives. Use for image search, zero-shot classification, similarity matching. NOT for counting objects, fine-grained classification (celebrities, car models), spatial reasoning, or compositional queries. Activate on "CLIP", "embeddings", "image similarity", "semantic search", "zero-shot classification", "image-text matching".Votes: 0GitHub stars: 666
- Cloudflare Vectorize Secondsky Claude Skills 4Complete implementation guide for Cloudflare Vectorize - a globally distributedVotes: 0GitHub stars: 666
- ClusteringDimensionality reduction and clustering for single-cell RNA-seq using Seurat (R) and Scanpy (Python). Use for running PCA, computing neighbors, clustering with Leiden/Louvain algorithms, generating UMAP/tSNE embeddings, and visualizing clusters.Votes: 0GitHub stars: 666
- Cnv Caller Agent---name: cnv-caller-agentVotes: 0GitHub stars: 666
- Coagulation Thrombosis Agent---name: coagulation-thrombosis-agentVotes: 0GitHub stars: 666
- Cobrapy K Dense Ai Scientific Agent Ski 2Constraint-based metabolic modeling (COBRA). FBA, FVA, gene knockouts, flux sampling, SBML models, for systems biology and metabolic engineering analysis.Votes: 0GitHub stars: 666
- Coequalizers Plurigrid Asi 2Quotient redundant skill paths via coequalizers, preserving GF(3) conservationVotes: 0GitHub stars: 666
- Cognitive Surrogatecognitive-surrogate skillVotes: 0GitHub stars: 666
- Computer Vision PipelineBuild production computer vision pipelines for object detection, tracking, and video analysis. Handles drone footage, wildlife monitoring, and real-time detection. Supports YOLO, Detectron2, TensorFlow, PyTorch. Use for archaeological surveys, conservation, security. Activate on "object detection", "video analysis", "YOLO", "tracking", "drone footage". NOT for simple image filters, photo editing, or face recognition APIs.Votes: 0GitHub stars: 666
- Confusion Matrix GeneratorInspect classifier errors with confusion matrices after predictions already exist. Use for per-class error analysis, threshold tradeoffs, and label-confusion diagnosis; not for regression metrics or full model training ownership.Votes: 0GitHub stars: 666
- Consensus Plurigrid Asi 2Agreement protocol in multi-agent systemsVotes: 0GitHub stars: 666
- Coupled System Plurigrid Asi 2Interacting dynamical systemsVotes: 0GitHub stars: 666
- Covariant FibrationsRiehl-Shulman covariant fibrations for dependent types over directedVotes: 0GitHub stars: 666
- Crispr Design Agent Mdbabumiamssm Llms Universal Life---name: crispr-design-agentVotes: 0GitHub stars: 666
- Cryoem Ai Drug Design Agent---name: cryoem-ai-drug-design-agentVotes: 0GitHub stars: 666
- Ctp Yoneda Plurigrid AsiCTP-Yoneda SkillVotes: 0GitHub stars: 666
- Cybernetic ImmuneCybernetic immune system with Varela+Friston+Powers for Self/Non-Self discrimination via reafference, GF(3) trit encoding, and information geometryVotes: 0GitHub stars: 666
- Data LabelingSet up and manage data labeling workflows using manual annotation tools, semi-automated pipelines, active learning, and programmatic weak supervision. Use when the user requests data labeling or provides relevant inputs for this workflow.Votes: 0GitHub stars: 666
- Datamol K Dense Ai Scientific Agent Ski 2Pythonic wrapper around RDKit with simplified interface and sensible defaults. Preferred for standard drug discovery including SMILES parsing, standardization, descriptors, fingerprints, clustering, 3D conformers, parallel processing. Returns native rdkit.Chem.Mol objects. For advanced control or custom parameters, use rdkit directly.Votes: 0GitHub stars: 666
- Db Musik App BeiDatenbankrecht für Musik-, Film- und Bildarchive: §§ 87a-87e UrhG für Mediendatenbanken, Schichtenschutz (Datenbankherstellerrecht + Urheberrecht an Einzelwerken), Lizenzmodelle für Stock-Media-Portale und Verwertungsgesellschaften (GEMA, VGBild), TDM-Schranken und Einzel-Metadaten-Schutz. Erstellt Medienlizenz-Konzept und Herstellerrechts-Gutachten für Contentportale: eigenständiges Prüffeld mit Norm-/Quellencheck, Risikoampel und verwertbarem Output.Votes: 0GitHub stars: 666
- Deepchem K Dense Ai Scientific Agent Ski 2Molecular ML with diverse featurizers and pre-built datasets. Use for property prediction (ADMET, toxicity) with traditional ML or GNNs when you want extensive featurization options and MoleculeNet benchmarks. Best for quick experiments with pre-trained models, diverse molecular representations. For graph-first PyTorch workflows use torchdrug; for benchmark datasets use pytdc.Votes: 0GitHub stars: 666
- Diagnose ResearchA comprehensive skill designed for researching on complex diagnosis problems.Votes: 0GitHub stars: 666
- DialecticaDialectica Skill (ERGODIC 0)Votes: 0GitHub stars: 666
- Diffdock K Dense Ai Scientific Agent Ski 2Diffusion-based molecular docking. Predict protein-ligand binding poses from PDB/SMILES, confidence scores, virtual screening, for structure-based drug design. Not for affinity prediction.Votes: 0GitHub stars: 666
- Directed Interval Plurigrid Asi 2Directed interval type 2 axiomatizing (0 → 1). Time-directed homotopyVotes: 0GitHub stars: 666
- Discohy StreamsDisCoPy categorical color streams via Hy with 3 parallel TAP streamsVotes: 0GitHub stars: 666
- Distance CalculationsCompute evolutionary distances and build phylogenetic trees using Biopython Bio.Phylo.TreeConstruction. Use for creating distance matrices from alignments, building NJ/UPGMA trees, parsimony analysis, and generating bootstrap consensus trees.Votes: 0GitHub stars: 666
- Document AiComprehensive patterns for AI-powered document understanding including PDF parsing, OCR, invoice/receipt extraction, table extraction, multimodal RAG with vision models, and structured data output. Use when "document parsing, PDF extraction, OCR, invoice processing, receipt extraction, document understanding, LlamaParse, Unstructured, vision document, table extraction, structured output from PDF, " mentioned.Votes: 0GitHub stars: 666
- Drift Detection'This is an **alias skill** so docs can reference `77-mlops-data-engineering/drift-detection`.Votes: 0GitHub stars: 666
- Dse LoopAutonomous design space exploration loop for computer architecture and EDA. Runs a program, analyzes results, tunes parameters, and iterates until objective is met or timeout. Use when user says \"DSE\", \"design space exploration\", \"sweep parameters\", \"optimize\", \"find best config\", or wants iterative parameter tuning.Votes: 0GitHub stars: 666
- Duration PredictionPredict project duration using k-NN and regression. Estimate timeline based on similar historical projects.Votes: 0GitHub stars: 666
- East Py DatascienceData science and machine learning platform functions for the East language (TypeScript types). Use when writing East programs that need optimization (MADS, Optuna, SimAnneal, Scipy), machine learning (XGBoost, LightGBM, NGBoost, Torch MLP, Lightning, GP), ML utilities (Sklearn preprocessing, metrics, splits), conformal prediction (MAPIE), or model explainability (SHAP). Triggers for: (1) Writing East programs with @elaraai/east-py-datascience, (2) Derivative-free optimization with MADS, (3) B...Votes: 0GitHub stars: 666
- Edge Model CompressionEdge Model Compression enables deployment of large, accurate machineVotes: 0GitHub stars: 666