Write JavaScript code in n8n Code nodes. Use when writing JavaScript in n8n, using $input/$json/$node syntax, making...
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Master monorepo management with Turborepo, Nx, and pnpm workspaces to build efficient, scalable multi-package...
Molecular featurization for ML (100+ featurizers). ECFP, MACCS, descriptors, pretrained models (ChemBERTa), convert...
Train Mixture of Experts (MoE) models using DeepSpeed or HuggingFace. Use when training large-scale models with...
Master ES6+ features including async/await, destructuring, spread operators, arrow functions, promises, modules,...
Reduce LLM size and accelerate inference using pruning techniques like Wanda and SparseGPT. Use when compressing...
Merge multiple fine-tuned models using mergekit to combine capabilities without retraining. Use when creating...
Run Python code in the cloud with serverless containers, GPUs, and autoscaling. Use when deploying ML models,...
Track ML experiments, manage model registry with versioning, deploy models to production, and reproduce experiments...
Design microservices architectures with service boundaries, event-driven communication, and resilience patterns. Use...
Access NIH Metabolomics Workbench via REST API (4,200+ studies). Query metabolites, RefMet nomenclature, MS/NMR...
Trains large language models (2B-462B parameters) using NVIDIA Megatron-Core with advanced parallelism strategies....
Analyzes meeting transcripts and recordings to uncover behavioral patterns, communication insights, and actionable...
Medicinal chemistry filters. Apply drug-likeness rules (Lipinski, Veber), PAINS filters, structural alerts,...
EU MDR 2017/745 regulation specialist and consultant for medical device requirement management. Provides...
This skill should be used when the user asks to "add MCP server", "integrate MCP", "configure MCP in plugin", "use...
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external...
Foundational plotting library. Create line plots, scatter, bar, histograms, heatmaps, 3D, subplots, export...
Mass spectrometry analysis. Process mzML/MGF/MSP, spectral similarity (cosine, modified cosine), metadata...
Convert various file formats (PDF, Office documents, images, audio, web content, structured data) to Markdown...
Product marketing, positioning, GTM strategy, and competitive intelligence. Includes ICP definition, April Dunford...
Multi-channel demand generation, paid media optimization, SEO strategy, and partnership programs for Series A+...
State-space model with O(n) complexity vs Transformers' O(n²). 5× faster inference, million-token sequences, no KV...