research▌

### Tiledbvcf - name: "tiledbvcf" - description: "Efficient storage and retrieval of genomic variant data using TileDB. Scalable VCF/BCF ingestion, incremental sample addition, compressed storage, parallel queries, and export capabilities for populat..."

### Sympy - name: "sympy" - description: "Use when you need exact symbolic math in Python — algebra, calculus, equation solving, symbolic linear algebra, or code generation via lambdify/LaTeX. Prefer NumPy or SciPy when floating-point approxi..." - allowed-tools: "Read Write Edit Bash"

### Scientific Critical Thinking - name: "scientific-critical-thinking" - description: "Evaluate scientific claims and evidence quality. Use for assessing experimental design validity, identifying biases and confounders, applying evidence grading frameworks (GRADE, Cochrane Risk of Bias)..." - allowed-tools: "Read Write Edit"

### Scientific Schematics - name: "scientific-schematics" - description: "Create publication-quality scientific diagrams using Nano Banana 2 AI with smart iterative refinement. Uses Gemini 3.1 Pro Preview for quality review. Only regenerates if quality is below threshold fo..." - allowed-tools: "Read Write Edit Bash"

### Seaborn - name: "seaborn" - description: "Statistical visualization with pandas integration. Use for quick exploration of distributions, relationships, and categorical comparisons with attractive defaults. Best for box plots, violin plots, pa..."

### Scientific Slides - name: "scientific-slides" - description: "Build slide decks and presentations for research talks. Use this for making PowerPoint slides, conference presentations, seminar talks, research presentations, thesis defense slides, or any scientific..." - allowed-tools: "Read Write Edit Bash"

### Scientific Visualization - name: "scientific-visualization" - description: "Meta-skill for publication-ready figures. Use when creating journal submission figures requiring multi-panel layouts, significance annotations, error bars, colorblind-safe palettes, and specific journ..."

### Timesfm Forecasting - name: "timesfm-forecasting" - description: "Zero-shot time series forecasting with Google's TimesFM foundation model. Use for any univariate time series (sales, sensors, energy, vitals, weather) without training a custom model. Supports CSV/Dat..." - allowed-tools: "Read Write Edit Bash"

### Scikit Survival - name: "scikit-survival" - description: "Comprehensive toolkit for survival analysis and time-to-event modeling in Python using scikit-survival. Use this skill when working with censored survival data, performing time-to-event analysis, fitt..."

### Torchdrug - name: "torchdrug" - description: "PyTorch-native graph neural networks for molecules and proteins. Use when building custom GNN architectures for drug discovery, protein modeling, or knowledge graph reasoning. Best for custom model de..."