Data Science & ML Claudeスキル

fal.ai Text-to-Image

Generates high-quality AI images using leading models like FLUX, SDXL, and Ideogram through the fal.ai API.

Dynamic AI Architectures

Implements and manages neural networks that adapt, grow, or prune their topology during training to optimize capacity and prevent catastrophic forgetting.

CUDA GPU Computing

Accelerates high-performance computing tasks by providing expert guidance on NVIDIA CUDA kernels, memory management, and parallel programming libraries.

Multi-LLM Consult

Consults external AI models like Gemini and OpenAI to provide second opinions, code reviews, and alternative implementation plans.

AlphaFold Structure Database

Accesses and analyzes over 200 million AI-predicted protein structures from the AlphaFold database for structural biology and drug discovery.

PyHealth Clinical AI Toolkit

Builds, tests, and deploys specialized machine learning models for healthcare applications using clinical data and electronic health records.

Gtars Genomic Analysis Toolkit

Performs high-performance genomic interval analysis, coverage generation, and machine learning preprocessing using Rust and Python.

Fal.ai Video-to-Video

Enhances and transforms videos using advanced AI models for style transfer, upscaling, and object replacement.

fal.ai API Reference

Provides comprehensive documentation and implementation patterns for integrating fal.ai's generative AI models via JavaScript, Python, and REST APIs.

fal.ai Text-to-Video Master

Generates professional cinematic videos from text descriptions using state-of-the-art models like Kling, Sora, and Runway.

Fal.ai Model Selection Guide

Provides expert guidance and decision trees for selecting optimal fal.ai models based on quality, speed, and cost requirements.

FAL AI Image-to-Image & Enhancement

Transforms, edits, and enhances images using state-of-the-art fal.ai models including FLUX, ControlNet, and advanced upscalers.

Data Processing Essentials

Streamlines data manipulation, information processing, and analytical workflows within Claude Code.

Python Performance Optimization

Optimizes Python codebases through systematic profiling, algorithmic efficiency, and advanced acceleration techniques.

Cognitive Superposition

Synthesizes category theory, compression-driven intelligence, and generative flow networks into a unified framework for advanced AI research and reasoning.

Skill Integration

Standardizes how AI agents discover, reference, and compose skills using a progressive disclosure architecture.

Geodesic Manifold Geometry

Calculates geodesic paths, spherical trigonometry, and Riemannian manifold metrics for complex navigation and spatial modeling.

CIDER Semantic Embedding

Enhances Clojure development with semantic code navigation and similarity search using vector embeddings.

Epistemic Arbitrage Engine

Facilitates cross-domain knowledge synthesis using propagator-based networks to bridge conceptual gaps between different fields of study.

Three-Match SAT Solver Gadgets

Implements 3-SAT reductions via colored subgraph isomorphism and non-backtracking geodesics for topological computing.

Triad Interleave Scheduler

Generates balanced execution schedules by interleaving three deterministic color streams for parallel tasks and simulations.

World Hopping: Possible World Navigator

Navigates complex mathematical and philosophical state spaces using Badiou’s event ontology and modal logic constraints.

Stellar Resolution

Optimizes complex problem-solving through topological logic and advanced resolution patterns.

World D: Aptos & Data Science

Validates and executes Aptos blockchain operations while managing data science notebooks in the World D ecosystem.

Fal.ai Audio Mastery

Integrates fal.ai audio models for high-accuracy speech-to-text, premium text-to-speech, and advanced voice cloning.

World A Topological Interface

Facilitates advanced topological computation and chemputer configuration within the plurigrid ecosystem.

Prime Intellect CLI

Manages AI research environments, evaluation pipelines, and hosted reinforcement learning runs through the Prime Intellect platform.

Probabilistic Forecasting Analyst

Generates rigorous, quantified probabilistic forecasts and scenario models for complex future events using Bayesian reasoning and superforecasting techniques.

Senior Data Scientist

Empowers Claude with expert-level statistical modeling, causal inference, and production-grade machine learning capabilities for enterprise data systems.

GFlowNet Generative Modeling

Implements Generative Flow Networks to sample diverse, high-reward candidates for molecule design, causal discovery, and combinatorial optimization.