Data Science & ML Claude 스킬

Neural Network Trainer

Executes and monitors neural network training runs using best-practice configurations and mandatory logging backends.

Academic Paper Finder

Streamlines academic literature reviews by discovering, ranking, and processing research papers from top scientific venues.

Research Paper Finder

Discovers, prioritizes, and manages academic research papers for systematic literature reviews and methodology research.

Paper Finder

Streamlines academic literature review and research paper discovery with automated prioritization and screening workflows.

Agent Data Processor

Processes and prepares data files for AI agent testing and deployment workflows.

Pine Trade Validator

Aligns Python trading strategies with TradingView Pine Script exports and research logic to ensure 100% backtest parity.

arXiv Review Paper Writer

Automates the creation of high-quality ML/AI review papers for arXiv using the IEEEtran LaTeX template and verified citations.

Project Docling Engineer

Builds production-grade Python document-processing systems featuring Docling integration, OCR fallbacks, and editable DOCX generation.

Redmine RAG Development

Streamlines the development of Retrieval-Augmented Generation (RAG) features for Redmine with strict grounding and citation requirements.

Notion RAG Codex

Facilitates the development and management of multi-agent Retrieval-Augmented Generation (RAG) pipelines with seamless Notion integration.

Speech2Text Client

Transcribes audio and video files into text via a specialized Speech2Text API with support for JWT authentication and task polling.

Aristotle Mathematical Prover

Verifies mathematical claims and generates Lean 4 formal proofs or counterexamples using the Harmonic Aristotle API.

Convolutional Debate Agent

Enhances decision-making through a multi-model adversarial reasoning protocol and reliability-weighted aggregation.

ctrlsys Control Theory & Systems Engineering

Provides expert guidance and routine lookup for the ctrlsys control systems library, covering LQR design, Kalman filtering, and system identification.

ctrlsys Control Theory & Systems Engineering

Provides expert guidance on control system design, analysis, and identification using the ctrlsys library.

Academic Review Training Extractor

Extracts structured training pairs from academic peer reviews and source documents to build high-quality datasets for LLM fine-tuning.

Production Python Developer

Develops production-grade Python code with a focus on type safety, fail-fast logic, and rigorous testing for research environments.

GEPS v5: Evolutionary Portfolio Search

Automates multi-stage research idea generation and evaluation using graph-guided search and tournament-style ranking.

Multi-Agent System Optimizer

Optimizes multi-agent AI systems through intelligent coordination, performance profiling, and cost-aware orchestration.

Pegasus Workflow Scaffolder

Automates the creation of production-grade Pegasus scientific workflows from high-level pipeline descriptions.

Solar Data Visualization (SSW-Viz)

Visualizes solar observation data, EUV imagery, and machine learning model outputs using SunPy and Matplotlib.

SSW Solar Data Preprocessing

Transforms raw SDO/AIA solar observation data into standardized, ML-ready formats through automated calibration and registration pipelines.

Excel Interactive Agent

Enables Claude to interactively explore, analyze, and modify open Microsoft Excel workbooks using natural language commands.

SSW Solar Machine Learning

Develops and deploys deep learning models for solar physics using preprocessed Sun and Space Weather data.

Pegasus Workflow Converter

Converts Snakemake and Nextflow pipelines into robust Pegasus workflows for high-performance computing environments.

Solar Data Downloader

Downloads solar observation data from SDO, STEREO, and Solar Orbiter missions for scientific analysis and machine learning.

Ground Truth Labeling

Establishes rigorous and defensible ground truth labels for evaluation datasets based on authoritative guidelines.

Academic Research Data Analyst

Streamlines academic research data analysis by enforcing reproducible dbt pipelines and interactive Streamlit dashboards.

Academic Data Analyst

Facilitates reproducible academic research and data pipelines using dbt and Streamlit while enforcing rigorous data integrity standards.

Training Set Builder

Extracts structured training examples from document sets to create high-quality datasets for teaching LLMs specific tasks or styles.