Turn scattered conversations and notes into organized, searchable knowledge. This skill helps you transform chat discussions, decisions, and ideas into properly structured Notion pages with linking, templates, and team collaboration features.

Analyzing Neuropixels recordings requires expertise with multiple tools and complex pipelines. This skill provides a complete workflow from raw data to curated units with preprocessing, spike sorting, quality metrics, and AI-assisted curation following best practices from SpikeInterface, Allen Institute, and IBL.

Processing physiological signals like ECG and EEG requires specialized algorithms for filtering, peak detection, and feature extraction. This skill provides comprehensive documentation and workflows for analyzing cardiovascular, neural, and autonomic signals using the NeuroKit2 Python library.

Move code reviews require deep knowledge of the Move Book Code Quality Checklist. This skill provides automated analysis against 50 rules for Move 2024 Edition best practices including code organization, function signatures, testing patterns, and modern syntax.

Working with network and graph data requires understanding graph algorithms, visualization techniques, and data formats. This skill provides comprehensive guidance on using NetworkX for creating, analyzing, and visualizing complex networks in Python.

Building machine learning models for molecular data requires converting chemical structures to numerical representations. Molfeat provides 100+ featurizers including ECFP, MACCS, descriptors, and pretrained transformers like ChemBERTa to streamline QSAR modeling and virtual screening.

Running ML models and batch processing locally is slow and expensive. Modal lets you deploy Python functions to the cloud with automatic GPU access, containers that scale from zero to thousands, and pay-only-for-compute billing.

Search thousands of metabolomics studies and metabolite data from the NIH database. Access standardized nomenclature, mass spectrometry data, and study metadata for biomarker discovery and metabolic research.

Meeting transcripts contain valuable feedback about communication patterns that most people never see. This skill reads your transcripts and identifies specific behaviors like conflict avoidance, filler words, interruptions, and listening habits with concrete examples and improvement suggestions.

Screening large compound libraries for drug candidates is time-consuming. This skill applies established medicinal chemistry rules like Lipinski Rule of Five, PAINS filters, and structural alerts to automatically identify promising compounds for further study.

Medical device manufacturers struggle with complex EU MDR 2017/745 requirements for technical documentation, clinical evidence, and post-market surveillance. This skill provides expert regulatory guidance for classification decisions, compliance gap analysis, and Notified Body interactions.

Creating effective MCP servers requires understanding agent-centric design, proper tool definitions, and evaluation strategies. This skill provides comprehensive guidance for building production-ready MCP servers in Python or TypeScript.

This skill provides step-by-step guidance for integrating Model Context Protocol servers into Claude Code plugins. Connect external services, databases, and APIs by configuring MCP server types including stdio, SSE, HTTP, and WebSocket.

Creating publication-quality visualizations in Python requires understanding matplotlib API, styling options, and best practices. This skill provides templates, code examples, and troubleshooting guidance for generating professional plots, charts, and 3D visualizations for research and data analysis.

Mass spectrometry generates complex spectral data that requires specialized processing. Matchms provides a complete Python toolkit for loading, filtering, comparing, and identifying compounds from spectral data with established similarity metrics.

Convert PDF, DOCX, PPTX, images, and other documents to clean Markdown format. Supports OCR for images, transcription for audio, and optional AI-enhanced image descriptions for better LLM processing.

Writing comprehensive market research reports is time-consuming and requires expertise in frameworks, formatting, and visual design. This skill streamlines the entire process by providing structured templates, automated visual generation, and professional LaTeX formatting that matches top consulting firm deliverables.

Product marketing teams struggle to create consistent positioning, launch strategies, and competitive battlecards that actually win deals. This skill provides proven frameworks for ICP definition, positioning development, competitive intelligence, and go-to-market execution tailored for Series A+ B2B SaaS companies.

Planning and executing multi-channel demand generation campaigns is complex and time-consuming. This skill provides proven frameworks, channel playbooks, CAC calculators, and attribution strategies specifically designed for Series A+ B2B SaaS startups scaling internationally.

Researchers spend hours searching multiple databases and verifying citations manually. This skill streamlines literature reviews by searching academic databases, deduplicating results, verifying citations against CrossRef, and generating professional PDFs with proper formatting.