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GPU Population Genetics
Data & AI
GPU-accelerated population genetics with pg_gpu: load VCF/Zarr, compute diversity stats, selection scans, FST/dxy, PCA, and windowed visualizations.
dbt Coder - Patterns and Organization
Data & AI
Provides patterns for organizing dbt models into staging, intermediate, and marts layers, along with incremental strategies and testing. Helps structure scalable dbt projects with clear separation of concerns.
RFM Customer Segmentation
Data & AI
Analyze customer value using RFM (Recency, Frequency, Monetary) segmentation. Automatically cleans data, calculates RFM metrics, applies K-means clustering, and generates visual reports with actionable insights.
Firecrawl CLI - Web Search & Scraping
Data & AI
Search, scrape, and interact with the web via the Firecrawl CLI. Returns clean markdown optimized for LLM context windows.
Generate Publication-Ready TDA Figures
Data & AI
Scaffold matplotlib code for publication-ready TDA figures, enforcing project style constants, color rules, and output paths.
Alpha Decay Detection
Data & AI
Detect and analyze alpha decay in trading strategies using statistical methods. Helps identify strategies with degrading performance over time.
Context Restoration
Data & AI
Advanced semantic context retrieval and reconstruction for multi-agent AI workflows. Preserves project knowledge with high fidelity.
Audit Wasserstein Order Consistency
Data & AI
Scans manuscript drafts and codebase for W₁ vs W₂ inconsistencies, ensuring compliance with project Wasserstein order convention.
Advanced SQL and Performance Optimization
Data & AI
Master modern databases, SQL query optimization, data modeling, and hybrid OLTP/OLAP systems for enterprise solutions.
Survival Prediction with lifelines
Data & AI
Analyzes time-to-event data using Kaplan-Meier curves, log-rank tests, and Cox proportional hazards regression with the lifelines library. Builds survival models from clinical and omics features for patient outcome prediction.
KPI Dashboard Design
Data & AI
Comprehensive patterns for designing effective KPI dashboards that drive business decisions.
Catalyst Identification for Stock Trading
Data & AI
This skill scans news and upcoming events to identify stock catalysts such as earnings, product launches, or regulatory changes. It helps traders anticipate price movements by categorizing each catalyst's potential impact.