Complete browser automation with Playwright. Auto-detects dev servers, writes clean test scripts to /tmp. Test...
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Fast DataFrame library (Apache Arrow). Select, filter, group_by, joins, lazy evaluation, CSV/Parquet I/O, expression...
Design a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance patterns,...
Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1)...
Comprehensive toolkit for product managers including RICE prioritization, customer interview analysis, PRD...
Strategic product leadership toolkit for Head of Product including OKR cascade generation, market analysis, vision...
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Integration with protocols.io API for managing scientific protocols. This skill should be used when working with...
Query PubChem via PUG-REST API/PubChemPy (110M+ compounds). Search by name/CID/SMILES, retrieve properties,...
Direct REST API access to PubMed. Advanced Boolean/MeSH queries, E-utilities API, batch processing, citation...
This skill should be used when working with reinforcement learning tasks including high-performance RL training,...
Differential gene expression analysis (Python DESeq2). Identify DE genes from bulk RNA-seq counts, Wald tests, FDR...
Python library for working with DICOM (Digital Imaging and Communications in Medicine) files. Use this skill when...
Comprehensive healthcare AI toolkit for developing, testing, and deploying machine learning models with clinical...
Laboratory automation toolkit for controlling liquid handlers, plate readers, pumps, heater shakers, incubators,...
Materials science toolkit. Crystal structures (CIF, POSCAR), phase diagrams, band structure, DOS, Materials Project...
Bayesian modeling with PyMC. Build hierarchical models, MCMC (NUTS), variational inference, LOO/WAIC comparison,...
Multi-objective optimization framework. NSGA-II, NSGA-III, MOEA/D, Pareto fronts, constraint handling, benchmarks...
Python interface to OpenMS for mass spectrometry data analysis. Use for LC-MS/MS proteomics and metabolomics...
Genomic file toolkit. Read/write SAM/BAM/CRAM alignments, VCF/BCF variants, FASTA/FASTQ sequences, extract regions,...
Therapeutics Data Commons. AI-ready drug discovery datasets (ADME, toxicity, DTI), benchmarks, scaffold splits,...
Create distributable Python packages with proper project structure, setup.py/pyproject.toml, and publishing to PyPI....
Profile and optimize Python code using cProfile, memory profilers, and performance best practices. Use when...