science▌

### Scvi Tools - name: "scvi-tools" - description: "Deep generative models for single-cell omics. Use when you need probabilistic batch correction (scVI), transfer learning, differential expression with uncertainty, or multi-modal integration (TOTALVI,..."

### What If Oracle - name: "what-if-oracle" - description: "Run structured What-If scenario analysis with 4–6 branch possibility exploration (best, likely, worst, wild card, contrarian, second-order). Use when the user asks speculative what-if questions about ..."

### Usfiscaldata - name: "usfiscaldata" - description: "Query the U.S. Treasury Fiscal Data REST API for federal financial data. No API key required. Use for national debt (Debt to the Penny), Daily Treasury Statements, Monthly Treasury Statements, Treasur..." - allowed-tools: "Read Write Edit Bash"

### Vaex - name: "vaex" - description: "Use this skill for processing and analyzing large tabular datasets (billions of rows) that exceed available RAM. Vaex excels at out-of-core DataFrame operations, lazy evaluation, fast aggregations, ef..." - allowed-tools: "Read Write Edit Bash Grep Glob"

### Venue Templates - name: "venue-templates" - description: "Access comprehensive LaTeX templates, formatting requirements, and submission guidelines for major scientific publication venues (Nature, Science, PLOS, IEEE, ACM), academic conferences (NeurIPS, ICML..." - 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."

### Scikit Bio - name: "scikit-bio" - description: "Biological data toolkit. Sequence analysis, alignments, phylogenetic trees, diversity metrics (alpha/beta, UniFrac), ordination (PCoA), PERMANOVA, FASTA/Newick I/O, for microbiome analysis." - 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"

### 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,..."