Data Science & ML Claude 스킬

Last Passage Percolation Modeling

Simulates and analyzes Last Passage Percolation models to study Tracy-Widom fluctuations, geodesics, and KPZ universality.

Plurigrid ASI Orchestrator

Orchestrates complex AI skill ecosystems using category theory, topological synthesis, and deterministic GF(3) conservation.

Tripartite Decompositions

Decomposes complex computational problems into three GF(3)-balanced components for optimized parallel execution and sheaf-theoretic gluing.

Open Targets Database

Queries the Open Targets Platform to identify and prioritize therapeutic drug targets through human genetics and clinical evidence.

GNU Radio SDR & Signal Processing

Builds and manages complex signal processing flowgraphs and custom Python blocks for Software Defined Radio (SDR) applications.

Scientific Visualization

Generates publication-ready scientific figures with journal-specific styling, colorblind-safe palettes, and high-resolution export formats.

TrueALIFE Automata

Implements self-indexing automata and metabolic computation models at the intersection of quantum and classical logic.

Operad Composition Skill

Enables structured generation and algebraic composition of n-ary operations using colored operads.

HVM Parallel Runtime

Implements massively parallel functional computation using interaction nets and GPU-accelerated graph reduction.

R Object-Oriented Programming

Guides R developers in choosing and implementing the optimal OOP system, including S7, S3, S4, and vctrs.

Gay MCP Topological Genesis

Generates and evolves topological code patterns through autopoietic interaction and color-based seeds.

Py-ACSets Graph Rewriting

Performs complex algebraic graph rewriting over Attributed C-Sets (ACSets) using DPO, SPO, and SqPO methodologies.

Topological Logic & GF(3) Verification

Verifies mathematical conservation laws and manages autopoietic logic within topological computational frameworks.

Enzyme.jl Automatic Differentiation

Implements high-performance LLVM-level automatic differentiation for Julia code on both CPU and GPU architectures.

ReasoningBank Agent Learning

Implements adaptive learning and high-performance trajectory tracking for autonomous agents using the AgentDB vector backend.

GEO Database Access & Analysis

Accesses and analyzes NCBI Gene Expression Omnibus (GEO) data for transcriptomics and functional genomics research.

DCC346 Topological Diffusion

Facilitates topological diffusion and autopoietic learning patterns within the Model Context Protocol framework.

Stable Baselines3 RL Framework

Implements and optimizes reinforcement learning agents using the Stable Baselines3 library for PyTorch.

OpenRouter AI Integration

Provides unified access to over 400 AI models through a single, standardized API with intelligent routing and automatic fallbacks.

Supersparsity Unison

Bridges neural network sparsity research with Unison’s content-addressed ability system to optimize sparse computation and scaling.

COSMIC Cancer Genomics

Integrates the COSMIC cancer mutation database into bioinformatics workflows for somatic mutation analysis and precision oncology research.

OlmoEarth MLX Spatio-Temporal Intelligence

Analyzes planetary intelligence and crypto-geographic data using AI2 OlmoEarth foundation models optimized for Apple Silicon.

Koopman Dynamics Generator

Linearizes non-linear dynamical systems using Koopman operator theory to generate predictive models from observables.

Reactome Pathway Analysis

Integrates the Reactome pathway database to perform biological enrichment analysis, gene mapping, and molecular interaction queries for systems biology research.

Mass Spectrometry Analysis (Matchms)

Processes mass spectrometry data, standardizes metadata, and calculates spectral similarities for metabolomics workflows.

Prompt Architecture Reviewer

Analyzes and evaluates LLM prompts using a structured 10-Layer Architecture to improve clarity, precision, and output performance.

Topological Aggregation 98e0c4

Facilitates self-evolving topological aggregations and pattern recognition within the Gay MCP framework.

993bdc TiDAR Integrator

Facilitates topological data integration and autopoietic skill evolution within the worldmat framework.

Geodesic Manifold

Computes shortest paths on spherical surfaces and Riemannian manifolds for navigation, aviation routing, and spatial analysis.

Scientific Brainstorming Partner

Facilitates creative scientific ideation by generating hypotheses, exploring interdisciplinary connections, and challenging research assumptions.