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RDKit Cheminformatics Toolkit

Provides comprehensive cheminformatics capabilities for molecular analysis, manipulation, and property calculation within Claude Code.

Dask Parallel Computing

Scales Python data science workflows using parallel and distributed computing for larger-than-memory datasets.

Geniml: Genomic Machine Learning

Applies unsupervised machine learning models to genomic interval data for region embeddings, single-cell analysis, and similarity searches.

Matchms Mass Spectrometry Analysis

Processes and analyzes mass spectrometry data using Python-based spectral similarity, metadata harmonization, and data filtering tools.

Hypogenic Scientific Hypothesis Engine

Automates scientific hypothesis generation and empirical testing by synthesizing observational data with research literature.

PyMC Bayesian Modeling

Builds and validates advanced Bayesian probabilistic models using PyMC 5.x for scientific discovery and statistical inference.

FluidSim CFD Framework

Conducts high-performance computational fluid dynamics simulations using Python-based pseudospectral methods and MPI parallelization.

Biopython for Molecular Biology

Provides comprehensive Python tools for biological computation, sequence analysis, and bioinformatics database access.

Seaborn Statistical Visualization

Creates publication-quality statistical graphics and exploratory data visualizations using a high-level Python interface.

Scikit-learn Machine Learning

Implements comprehensive machine learning workflows using scikit-learn, covering data preprocessing, model training, evaluation, and pipeline deployment.

PyTorch Lightning Scientist

Streamlines deep learning development by organizing PyTorch code into scalable, high-performance Lightning modules and data pipelines.

Zarr Python Scientific Data

Manages large-scale N-dimensional arrays with chunking, compression, and cloud-native storage for scientific computing.

Survival Analysis & Time-to-Event Modeling

Performs comprehensive survival analysis and time-to-event modeling using the scikit-survival library in Python.

Datamol Cheminformatics

Simplifies molecular cheminformatics and drug discovery workflows using a Pythonic abstraction layer over RDKit.

CCS Delegation

Automates task delegation to cost-optimized or high-reasoning AI models using the CCS CLI directly within your workflow.

C++ Coding Standards

Enforces modern, safe, and idiomatic C++ practices based on the official C++ Core Guidelines for C++17/20/23.

Content Engine

Transforms source assets into platform-native social media content and multi-channel marketing campaigns.

Content Engine

Transforms source assets into high-impact, platform-native content for X, LinkedIn, YouTube, and multi-channel campaigns.

Project Guidelines Framework

Provides a comprehensive template and structured guidance for managing full-stack project architecture, coding standards, and deployment workflows.

Claude Code Security Scanner

Audits Claude Code configurations for security vulnerabilities, injection risks, and misconfigurations using AgentShield.

Python Testing Strategy

Implements comprehensive Python testing workflows using pytest, TDD methodologies, and advanced mocking techniques.

Reading Receipt

Extracts structured financial data from receipt images and PDF documents for automated tax filing and expense management.

Payment Statement OCR & Data Extraction

Extracts structured financial data from Japanese payment statement (Shiharai Chosho) images and PDFs using high-precision dual-validation.

Japan Consumption Tax Assistant

Calculates Japanese consumption tax (Shohizei) and determines the optimal filing method based on ledger data and invoice system rules.

Business Incorporation & Tax Strategy

Guides the transition from sole proprietorship to a corporate entity with automated tax simulations and legal structure comparisons.

Tax Automation Capabilities

Lists supported Japanese tax return scenarios and persona compatibility for the Shinkoku AI agent.

Japan Invoice System Expert

Navigates and automates compliance for the Japanese Invoice System (インボイス制度), including tax credits, registration verification, and transitional measures.

Japanese Tax Withholding Slip Extractor

Extracts and structures data from Japanese tax withholding slip images and PDFs for automated tax filing workflows.

Furusato Nozei Management

Automates Japanese hometown tax donation tracking by processing receipts and calculating deduction limits.

Invoice Data Extractor

Extracts structured financial data from invoice images and PDFs using advanced dual-verification OCR processing.