Detect exposed secrets, API keys, credentials, and tokens in code. Use before commits, on file saves, or when...
Development
Code generation, debugging, testing, and development workflows
Write scientific manuscripts. IMRAD structure, citations (APA/AMA/Vancouver), figures/tables, reporting guidelines...
Build slide decks and presentations for research talks. Use this for making PowerPoint slides, conference...
Systematic framework for evaluating scholarly and research work based on the ScholarEval methodology. This skill...
Single-cell RNA-seq analysis. Load .h5ad/10X data, QC, normalization, PCA/UMAP/t-SNE, Leiden clustering, marker...
Senior Risk Management specialist for medical device companies implementing ISO 14971 risk management throughout...
Write competitive research proposals for NSF, NIH, DOE, and DARPA. Agency-specific formatting, review criteria,...
PDF generation toolkit. Create invoices, reports, certificates, forms, charts, tables, barcodes, QR codes,...
Keep README files current with project changes. Use when project structure changes, features added, or setup...
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Upgrade React applications to latest versions, migrate from class components to hooks, and adopt concurrent...
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Cheminformatics toolkit for fine-grained molecular control. SMILES/SDF parsing, descriptors (MW, LogP, TPSA),...
Senior Quality Manager Responsible Person (QMR) for HealthTech and MedTech companies. Provides overall quality...
Senior Quality Documentation Manager for comprehensive documentation control and regulatory document review....
Senior QMS Audit Expert for internal and external quality management system auditing. Provides ISO 13485 audit...
Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use when...
Profile and optimize Python code using cProfile, memory profilers, and performance best practices. Use when...
Materials science toolkit. Crystal structures (CIF, POSCAR), phase diagrams, band structure, DOS, Materials Project...
Differential gene expression analysis (Python DESeq2). Identify DE genes from bulk RNA-seq counts, Wald tests, FDR...
Computational pathology toolkit for analyzing whole-slide images (WSI) and multiparametric imaging data. Use this...
This skill should be used when converting academic papers into promotional and presentation formats including...
Searches across your Notion workspace, synthesizes findings from multiple pages, and creates comprehensive research...
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