scvi-tools
This skill should be used when working with single-cell omics data analysis using scvi-tools, including scRNA-seq, scATAC-seq, CITE-seq, spatial…
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Updated 11-01 00:15
17,216 results
This skill should be used when working with single-cell omics data analysis using scvi-tools, including scRNA-seq, scATAC-seq, CITE-seq, spatial…
Model interpretability and explainability using SHAP (SHapley Additive exPlanations). Use this skill when explaining machine learning model predictions,…
Query STRING API for protein-protein interactions (59M proteins, 20B interactions). Network analysis, GO/KEGG enrichment, interaction discovery, 5000+ species,…
UMAP dimensionality reduction. Fast nonlinear manifold learning for 2D/3D visualization, clustering preprocessing (HDBSCAN), supervised/parametric UMAP, for…
Direct REST API access to UniProt. Protein searches, FASTA retrieval, ID mapping, Swiss-Prot/TrEMBL. For Python workflows with multiple databases, prefer…
Use this skill for processing and analyzing large tabular datasets (billions of rows) that exceed available RAM. Vaex excels at out-of-core DataFrame…
Access ZINC (230M+ purchasable compounds). Search by ZINC ID/SMILES, similarity searches, 3D-ready structures for docking, analog discovery, for virtual…
Query the U.S. Treasury Fiscal Data API for federal financial data including national debt, government spending, revenue, interest rates, exchange rates, and…
Analyses contracts for risk across five critical clauses (Limitation of Liability, Indemnities, IP Ownership, Data Protection, Termination). Built for founders…
Interactive notebooks for data science: Jupyter, JupyterLab, and marimo. Use for exploratory analysis, reproducible research, documentation, and sharing…
The Developer Database Specialist designs database architectures, optimizes query execution, writes migration plans, and configures security access models for…
One-stop in-depth Amazon product research. Analyze any ASIN and generate 9 comprehensive reports: product information extraction, keyword research, competitor analysis, in-depth review analysis (login required for best results), sales/revenue estimates, listing optimization audit, image strategy, reusable listing templates, and product selection feasibility score. When the user provides an Amazon ASIN, product URL, or says 'in-depth research'/'in-depth analysis'/'research'/'pr…
Write PandaScript agent scripts (.js) — Lightpanda's replayable browser-automation format, run token-free with `lightpanda agent script.js`.
High-performance RAG multi-channel retrieval service. Integrates the Milvus vector database for semantic retrieval and combines a Rerank model for precise reranking, supporting efficient storage of massive documents and recall of historical content.
Unified LookML engineering, SQL-to-LookML refactoring, and Medallion semantic modeling skill (`agentic-lookml`). Combines the 14 SQL-to-LookML pattern…
End-to-end agentic workflow for refactoring SQL queries and metrics/terms logic into a Looker LookML project. Verifies/installs `uv`,…
Detect missing or out-of-date Bronze LookML views using `lkr parse sql-lookml-compare` and autogenerate 1:1 physical `bronze/:table.view.lkml` files from…
Execute Python code, scripts, or Looker SDK operations against Looker instances using `lkr code-mode sandbox` and the Monty sandbox. Use when asked to run…
Create, configure, generate, synchronize, and deploy Looker LookML projects using `uvx lkr-dev-cli`, `lkr code-mode sandbox --dev-mode`, and…
LookML syntax and authoring reference (`looker-open-source/looker-skills`). Provides sub-skills for LookML models, views, derived tables, explores, joins,…
Operational data migration guidance. Use when moving or transforming persisted data between schemas, databases, services, or storage technologies; running…
When the user wants to set up, improve, or audit analytics tracking and measurement. Also use when the user mentions "set up tracking," "GA4," "Google…
Automatically perform browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user needs to browse websites, interact with web pages, fill out forms, take screenshots, or extract information from web pages.
Use when importing vehicle data from log files (MDF/MF4/DAT, BLF, ASC/TXT), decoding CAN/CAN FD/LIN messages to signals via DBC, ARXML, or LDF databases, or…