cat ~/最新

pytdc @ovachiever

Therapeutics Data Commons. AI-ready drug discovery datasets (ADME, toxicity, DTI), benchmarks, scaffold splits,...

pysam @ovachiever

Genomic file toolkit. Read/write SAM/BAM/CRAM alignments, VCF/BCF variants, FASTA/FASTQ sequences, extract regions,...

pyopenms @ovachiever

Python interface to OpenMS for mass spectrometry data analysis. Use for LC-MS/MS proteomics and metabolomics...

pymoo @ovachiever

Multi-objective optimization framework. NSGA-II, NSGA-III, MOEA/D, Pareto fronts, constraint handling, benchmarks...

pymc-bayesian-modeling @ovachiever

Bayesian modeling with PyMC. Build hierarchical models, MCMC (NUTS), variational inference, LOO/WAIC comparison,...

pymatgen @ovachiever

Materials science toolkit. Crystal structures (CIF, POSCAR), phase diagrams, band structure, DOS, Materials Project...

pylabrobot @ovachiever

Laboratory automation toolkit for controlling liquid handlers, plate readers, pumps, heater shakers, incubators,...

pyhealth @ovachiever

Comprehensive healthcare AI toolkit for developing, testing, and deploying machine learning models with clinical...

pydicom @ovachiever

Python library for working with DICOM (Digital Imaging and Communications in Medicine) files. Use this skill when...

pydeseq2 @ovachiever

Differential gene expression analysis (Python DESeq2). Identify DE genes from bulk RNA-seq counts, Wald tests, FDR...

pufferlib @ovachiever

This skill should be used when working with reinforcement learning tasks including high-performance RL training,...

pubmed-database @ovachiever

Direct REST API access to PubMed. Advanced Boolean/MeSH queries, E-utilities API, batch processing, citation...

pubchem-database @ovachiever

Query PubChem via PUG-REST API/PubChemPy (110M+ compounds). Search by name/CID/SMILES, retrieve properties,...

protocolsio-integration @ovachiever

Integration with protocols.io API for managing scientific protocols. This skill should be used when working with...

project-session-management @ovachiever

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project-planning @ovachiever

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product-strategist @ovachiever

Strategic product leadership toolkit for Head of Product including OKR cascade generation, market analysis, vision...

product-manager-toolkit @ovachiever

Comprehensive toolkit for product managers including RICE prioritization, customer interview analysis, PRD...

pptx @ovachiever

Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1)...

postgresql-table-design @ovachiever

Design a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance patterns,...

polars @ovachiever

Fast DataFrame library (Apache Arrow). Select, filter, group_by, joins, lazy evaluation, CSV/Parquet I/O, expression...

Playwright Browser Automation @ovachiever

Complete browser automation with Playwright. Auto-detects dev servers, writes clean test scripts to /tmp. Test...

pinecone @ovachiever

Managed vector database for production AI applications. Fully managed, auto-scaling, with hybrid search (dense +...

perplexity-search @ovachiever

Perform AI-powered web searches with real-time information using Perplexity models via LiteLLM and OpenRouter. This...