LeoLin990405

Parse FCS (Flow Cytometry Standard) files v2.0-3.1. Extract events as NumPy arrays, read metadata/channels, convert to CSV/DataFrame, for flow cytometry data preprocessing.

High-performance toolkit for genomic interval analysis in Rust with Python bindings. Use when working with genomic regions, BED files, coverage tracks, overlap detection, tokenization for ML models, or fragment analysis in computational genomics and machine learning applications.

Materials science toolkit. Crystal structures (CIF, POSCAR), phase diagrams, band structure, DOS, Materials Project integration, format conversion, for computational materials science.

Adaptador de compatibilidade para a skill de delegação assíncrona legada do Codex (de claude-ccb-skills). Utilize apenas quando o usuário delegar explicitamente ao Codex.

Gere GIFs de demonstração de CLI usando vhs (Charmbracelet). Use ao criar gravações de terminal para arquivos README ou documentação.

This skill should be used at the start of any computationally intensive scientific task to detect and report available system resources (CPU cores, GPUs, memory, disk space). It creates a JSON file with resource information and strategic recommendations that inform computational approach decisions such as whether to use parallel processing (joblib, multiprocessing), out-of-core computing (Dask, Za

Fast in-memory DataFrame library for datasets that fit in RAM. Use when pandas is too slow but data still fits in memory. Lazy evaluation, parallel execution, Apache Arrow backend. Best for 1-100GB datasets, ETL pipelines, faster pandas replacement. For larger-than-RAM data use dask or vaex.

Benchling R&D platform integration. Access registry (DNA, proteins), inventory, ELN entries, workflows via API, build Benchling Apps, query Data Warehouse, for lab data management automation.

Framework for computational fluid dynamics simulations using Python. Use when running fluid dynamics simulations including Navier-Stokes equations (2D/3D), shallow water equations, stratified flows, or when analyzing turbulence, vortex dynamics, or geophysical flows. Provides pseudospectral methods with FFT, HPC support, and comprehensive output analysis.

Um shim de compatibilidade para o fluxo de trabalho de planejamento colaborativo multiprovedor legado das claude-ccb-skills. Utilize-o quando o usuário solicitar explicitamente 'all-plan' ou desejar um planejamento amplo entre diferentes provedores.

Advanced PM skills from Lenny's Podcast - product taste, systems thinking, behavioral design, coaching

Process Gemini chat exports into structured academic history notes following the Four-Step Deep Reading methodology (🟢 Foundation → 🔵 Critique → 🟣 Context → 🔴 Synthesis). Use when (1) Processing Gemini chat history exports, (2) Expanding existing history notes, (3) Creating comprehensive academic notes from historical readings, (4) Structuring research notes with YAML frontmatter, Mermaid visu