science▌

### Scientific Writing - name: "scientific-writing" - description: "Core skill for the deep research and writing tool. Write scientific manuscripts in full paragraphs (never bullet points). Use two-stage process with (1) section outlines with key points using research..." - allowed-tools: "Read Write Edit Bash"

### Treatment Plans - name: "treatment-plans" - description: "Generate concise (3-4 page), focused medical treatment plans in LaTeX/PDF format for all clinical specialties. Supports general medical treatment, rehabilitation therapy, mental health care, chronic d..." - allowed-tools: "Read Write Edit Bash"

### Simpy - name: "simpy" - description: "Process-based discrete-event simulation framework in Python. Use this skill when building simulations of systems with processes, queues, resources, and time-based events such as manufacturing systems,..."

### Umap Learn - name: "umap-learn" - description: "UMAP dimensionality reduction. Fast nonlinear manifold learning for 2D/3D visualization, clustering preprocessing (HDBSCAN), supervised/parametric UMAP, for high-dimensional data."

### Statsmodels - name: "statsmodels" - description: "Statistical models library for Python. Use when you need specific model classes (OLS, GLM, mixed models, ARIMA) with detailed diagnostics, residuals, and inference. Best for econometrics, time series,..."

### 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"

### Transformers - name: "transformers" - description: "Hugging Face Transformers for loading Hub models, running pipeline inference, text generation, and Trainer fine-tuning on NLP, vision, audio, and multimodal tasks. Use when working with AutoModel, pip..."

### 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"

### 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..."