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Geospatial vector analysis extending pandas. Read/write spatial formats (Shapefile, GeoJSON, GeoPackage, Parquet, PostGIS), CRS handling, geometric ops (buffer, simplify, centroid, affine), spatial analysis (joins, overlays, dissolve, clipping, distance), visualization (choropleth, interactive maps, basemaps). Use for spatial joins, overlays, CRS transforms, area/distance, maps.

Principal kit de ferramentas Python para biologia molecular, preferido para consultas PubMed/NCBI (Bio.Entrez), manipulação de sequências, análise de arquivos (FASTA, GenBank, FASTQ, PDB), fluxos de trabalho BLAST avançados, estruturas e filogenética. Para BLAST rápido, use gget; para API REST direta, use pubmed-database.

Crie conteúdo para redes sociais com inteligência artificial para TikTok, Instagram, YouTube e Twitter/X, incluindo imagens, vídeos, reels, shorts, miniaturas, legendas e hashtags. Ideal para criadores de conteúdo, gerentes de redes sociais, influenciadores e marcas.

Chave API para as APIs de dados da MaxHub. Obtenha uma em https://www.aconfig.cn

Generates standardized quality control reports by aggregating metrics from FastQC, alignment, and other tools using MultiQC. Use when summarizing QC metrics across samples, creating shareable quality reports, or building automated QC pipelines.

Identify recurrent and driver copy number alterations across a tumor cohort with GISTIC2 (G-score, Ziggurat deconstruction, focal vs broad/arm-level analysis, q-values from permutation) and quantify copy-number signatures with the Steele 2022 COSMIC framework and the Drews 2022 CINSignatures framework. Covers driver-gene localization from recurrence peaks, distinguishing focal drivers from arm-lev

Exibe o uso real de tokens e a economia estimada da sessão atual, lendo diretamente do log do Claude Code sem estimativa de IA. Ativado por /caveman-stats, a saída é injetada pelo hook mode-tracker, não sendo calculada pelo modelo.

Design PCR primers for a target sequence using primer3-py. Specify target regions, product size, melting temperature, and other constraints. Returns ranked primer pairs with quality metrics. Use when designing standard PCR primers.

Extracts and writes project constitutional information from documents (PDF, MD, TXT). Focuses exclusively on identifying principles, values, governance structures, and formatting them into a proper project constitution.

Three.js animation - keyframe animation, skeletal animation, morph targets, animation mixing. Use when animating objects, playing GLTF animations, creating procedural motion, or blending animations.

Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors/fonts that you can apply to any artifact that has been creating, or can generate a new theme on-the-fly.

Process multiple sequence files in batch using Biopython. Use when working with many files, merging/splitting sequences, or automating file operations across directories.