Add GeoMaster: Comprehensive Geospatial Science Skill

README.md

@@ -1,12 +1,12 @@
 # Claude Scientific Skills
 
 [![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](LICENSE.md)
-[![Skills](https://img.shields.io/badge/Skills-148-brightgreen.svg)](#whats-included)
+[![Skills](https://img.shields.io/badge/Skills-149-brightgreen.svg)](#whats-included)
 [![Databases](https://img.shields.io/badge/Databases-250%2B-orange.svg)](#whats-included)
 [![Agent Skills](https://img.shields.io/badge/Standard-Agent_Skills-blueviolet.svg)](https://agentskills.io/)
 [![Works with](https://img.shields.io/badge/Works_with-Cursor_|_Claude_Code_|_Codex-blue.svg)](#getting-started)
 
-A comprehensive collection of **148+ ready-to-use scientific and research skills** (now including financial/SEC research, U.S. Treasury fiscal data, OFR Hedge Fund Monitor, and Alpha Vantage market data) for any AI agent that supports the open [Agent Skills](https://agentskills.io/) standard, created by [K-Dense](https://k-dense.ai). Works with **Cursor, Claude Code, Codex, and more**. Transform your AI agent into a research assistant capable of executing complex multi-step scientific workflows across biology, chemistry, medicine, and beyond.
+A comprehensive collection of **149+ ready-to-use scientific and research skills** (now including financial/SEC research, U.S. Treasury fiscal data, OFR Hedge Fund Monitor, and Alpha Vantage market data) for any AI agent that supports the open [Agent Skills](https://agentskills.io/) standard, created by [K-Dense](https://k-dense.ai). Works with **Cursor, Claude Code, Codex, and more**. Transform your AI agent into a research assistant capable of executing complex multi-step scientific workflows across biology, chemistry, medicine, and beyond.
 
 <p align="center">
   <a href="https://k-dense.ai">
@@ -30,6 +30,7 @@ These skills enable your AI agent to seamlessly work with specialized scientific
 - 🌌 Physics & Astronomy - Astronomical data analysis, coordinate transformations, cosmological calculations, symbolic mathematics, physics computations
 - ⚙️ Engineering & Simulation - Discrete-event simulation, multi-objective optimization, metabolic engineering, systems modeling, process optimization
 - 📊 Data Analysis & Visualization - Statistical analysis, network analysis, time series, publication-quality figures, large-scale data processing, EDA
+- 🌍 Geospatial Science & Remote Sensing - Satellite imagery processing, GIS analysis, spatial statistics, terrain analysis, machine learning for Earth observation
 - 🧪 Laboratory Automation - Liquid handling protocols, lab equipment control, workflow automation, LIMS integration
 - 📚 Scientific Communication - Literature review, peer review, scientific writing, document processing, posters, slides, schematics, citation management
 - 🔬 Multi-omics & Systems Biology - Multi-modal data integration, pathway analysis, network biology, systems-level insights
@@ -46,7 +47,7 @@ These skills enable your AI agent to seamlessly work with specialized scientific
 
 ## 📦 What's Included
 
-This repository provides **148 scientific and research skills** organized into the following categories:
+This repository provides **149 scientific and research skills** organized into the following categories:
 
 - **250+ Scientific & Financial Databases** - Collectively, these skills provide access to over 250 databases and data sources. Dedicated skills cover PubMed, ChEMBL, UniProt, COSMIC, ClinicalTrials.gov, SEC EDGAR, Alpha Vantage, and more; multi-database packages like BioServices (~40 bioinformatics services + 30+ PSICQUIC interaction databases), BioPython (38 NCBI sub-databases via Entrez), and gget (20+ genomics databases) account for the rest
 - **55+ Optimized Python Package Skills** - Explicitly defined skills for RDKit, Scanpy, PyTorch Lightning, scikit-learn, BioPython, pyzotero, BioServices, PennyLane, Qiskit, and others — with curated documentation, examples, and best practices. Note: the agent can write code using *any* Python package, not just these; these skills simply provide stronger, more reliable performance for the packages listed
@@ -91,7 +92,7 @@ Each skill includes:
 - **Multi-Step Workflows** - Execute complex pipelines with a single prompt
 
 ### 🎯 **Comprehensive Coverage**
-- **148 Skills** - Extensive coverage across all major scientific domains
+- **149 Skills** - Extensive coverage across all major scientific domains
 - **250+ Databases** - Collective access to 250+ databases and data sources spanning genomics, chemistry, clinical, financial, and more — through dedicated database skills and multi-database packages like BioServices, BioPython, and gget
 - **55+ Optimized Python Package Skills** - RDKit, Scanpy, PyTorch Lightning, scikit-learn, BioServices, PennyLane, Qiskit, and others (the agent can use any Python package; these are the pre-documented, higher-performing paths)
 
@@ -331,7 +332,7 @@ If so, **[K-Dense Web](https://k-dense.ai)** was built for you. It is the full A
 
 | Feature | This Repo | K-Dense Web |
 |---------|-----------|-------------|
-| Scientific Skills | 148 skills | **200+ skills** (exclusive access) |
+| Scientific Skills | 149 skills | **200+ skills** (exclusive access) |
 | Setup | Manual installation | **Zero setup, works instantly** |
 | Compute | Your machine | **Cloud GPUs and HPC included** |
 | Workflows | Prompt and code | **End-to-end research pipelines** |
@@ -394,7 +395,7 @@ If so, **[K-Dense Web](https://k-dense.ai)** was built for you. It is the full A
 
 ## 📚 Available Skills
 
-This repository contains **148 scientific and research skills** organized across multiple domains. Each skill provides comprehensive documentation, code examples, and best practices for working with scientific libraries, databases, and tools.
+This repository contains **149 scientific and research skills** organized across multiple domains. Each skill provides comprehensive documentation, code examples, and best practices for working with scientific libraries, databases, and tools.
 
 ### Skill Categories
 
@@ -452,9 +453,9 @@ This repository contains **148 scientific and research skills** organized across
 - Discrete-event simulation: SimPy
 - Data processing: Dask, Polars, Vaex
 
-#### 📊 **Data Analysis & Visualization** (14+ skills)
+#### 📊 **Data Analysis & Visualization** (15+ skills)
 - Visualization: Matplotlib, Seaborn, Plotly, Scientific Visualization
-- Geospatial analysis: GeoPandas
+- Geospatial analysis: GeoPandas, GeoMaster (comprehensive geospatial science covering remote sensing, GIS, spatial analysis, satellite imagery processing, machine learning for Earth observation, 8 programming languages, cloud-native workflows with STAC/COG, and comprehensive troubleshooting guide)
 - Network analysis: NetworkX
 - Symbolic math: SymPy
 - Document processing: Document Skills (PDF, DOCX, PPTX, XLSX)