Materials science toolkit. Crystal structures (CIF, POSCAR), phase diagrams, band structure, DOS, Materials Project...
Development
Code generation, debugging, testing, and development workflows
Profile and optimize Python code using cProfile, memory profilers, and performance best practices. Use when...
Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use when...
Senior QMS Audit Expert for internal and external quality management system auditing. Provides ISO 13485 audit...
Senior Quality Documentation Manager for comprehensive documentation control and regulatory document review....
Senior Quality Manager Responsible Person (QMR) for HealthTech and MedTech companies. Provides overall quality...
Cheminformatics toolkit for fine-grained molecular control. SMILES/SDF parsing, descriptors (MW, LogP, TPSA),...
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Upgrade React applications to latest versions, migrate from class components to hooks, and adopt concurrent...
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Keep README files current with project changes. Use when project structure changes, features added, or setup...
PDF generation toolkit. Create invoices, reports, certificates, forms, charts, tables, barcodes, QR codes,...
Write competitive research proposals for NSF, NIH, DOE, and DARPA. Agency-specific formatting, review criteria,...
Senior Risk Management specialist for medical device companies implementing ISO 14971 risk management throughout...
Single-cell RNA-seq analysis. Load .h5ad/10X data, QC, normalization, PCA/UMAP/t-SNE, Leiden clustering, marker...
Systematic framework for evaluating scholarly and research work based on the ScholarEval methodology. This skill...
Build slide decks and presentations for research talks. Use this for making PowerPoint slides, conference...
Write scientific manuscripts. IMRAD structure, citations (APA/AMA/Vancouver), figures/tables, reporting guidelines...
Detect exposed secrets, API keys, credentials, and tokens in code. Use before commits, on file saves, or when...
Comprehensive software architecture skill for designing scalable, maintainable systems using ReactJS, NextJS,...
Comprehensive frontend development skill for building modern, performant web applications using ReactJS, NextJS,...
Comprehensive fullstack development skill for building complete web applications with React, Next.js, Node.js,...
Comprehensive QA and testing skill for quality assurance, test automation, and testing strategies for ReactJS,...
Master ShellCheck static analysis configuration and usage for shell script quality. Use when setting up linting...