cat ~/신규

quality-documentation-manager @ovachiever

Senior Quality Documentation Manager for comprehensive documentation control and regulatory document review....

qms-audit-expert @ovachiever

Senior QMS Audit Expert for internal and external quality management system auditing. Provides ISO 13485 audit...

pytorch-lightning @ovachiever

Deep learning framework (PyTorch Lightning). Organize PyTorch code into LightningModules, configure Trainers for...

pytorch-fsdp @ovachiever

Expert guidance for Fully Sharded Data Parallel training with PyTorch FSDP - parameter sharding, mixed precision,...

python-testing-patterns @ovachiever

Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use when...

python-performance-optimization @ovachiever

Profile and optimize Python code using cProfile, memory profilers, and performance best practices. Use when...

python-packaging @ovachiever

Create distributable Python packages with proper project structure, setup.py/pyproject.toml, and publishing to PyPI....

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...