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Manage major dependency version upgrades with compatibility analysis, staged rollout, and comprehensive testing. Use when upgrading framework versions, updating major dependencies, or managing breaking changes in libraries.

Build and analyze pangenomes for prokaryotes (Panaroo, PPanGGOLiN, PEPPAN, GET_HOMOLOGUES, anvi'o pangenomics) and eukaryotes (Minigraph-Cactus, PGGB, vg pangenome graphs). Implement Tettelin core/accessory/cloud genome decomposition (Tettelin 2005), Heap's law open/closed pangenome modeling, gene presence/absence GWAS (Scoary, pyseer), pangenome graph variant calling (vg, PanGenie), and structura

Run 250+ AI apps via inference.sh CLI - image generation, video creation, LLMs, search, 3D, Twitter automation. Models: FLUX, Veo, Gemini, Grok, Claude, Seedance, OmniHuman, Tavily, Exa, OpenRouter, and many more. Use when running AI apps, generating images/videos, calling LLMs, web search, or automating Twitter. Triggers: inference.sh, infsh, ai model, run ai, serverless ai, ai api, flux, veo, cl

Read, create, edit, split, merge, rotate, watermark, fill, encrypt/decrypt, OCR, or extract text/tables/images from PDF files; use whenever .pdf is mentioned or requested.

Utilize para construir páginas de screenshots da App Store, gerar screenshots de marketing exportáveis para aplicativos iOS ou criar geradores programáticos de screenshots com Next.js. É acionado por termos como app store, screenshots, ativos de marketing, html-to-image e phone mockup.

Run Bayesian phylogenetic analysis with MrBayes, BEAST2, RevBayes, and PhyloBayes including MCMC convergence diagnostics and model comparison. Use when needing posterior probability support, Bayesian model averaging, site-heterogeneous models for deep phylogenies, or formal model comparison via stepping-stone sampling.

Analyzes experimental RNA structure probing data from SHAPE-MaP and DMS-MaPseq experiments using ShapeMapper2. Converts mutation rates to per-nucleotide reactivity profiles that constrain structure prediction. Use when processing SHAPE-MaP or DMS-MaPseq sequencing data to obtain experimental RNA structure information.

Use this skill any time a spreadsheet file is the primary input or output. This means any task where the user wants to: open, read, edit, or fix an existing .xlsx, .xlsm, .csv, or .tsv file (e.g., adding columns, computing formulas, formatting, charting, cleaning messy data); create a new spreadsheet from scratch or from other data sources; or convert between tabular file formats. Trigger especial

도메인 용어 사전(Ubiquitous Language) 생성 및 일관성 검증. 코드/스펙/대화에서 용어 추출, 동의어/모호어/과부하 탐지, 영-한 매핑, 규범 용어 제안. /domain-dictionary 또는 "도메인사전", "용어사전", "도메인 용어" 트리거. zephermine에서 자동 호출됨.

UKG Pro integration via Apideck's HRIS unified API — same methods work across every connector in HRIS, switch by changing `serviceId`. Use when the user wants to read or sync employees, departments, payrolls, and time-off records in UKG Pro. Routes through Apideck with serviceId "ukg-pro".

Esta é a principal ferramenta Python para mais de 40 serviços de bioinformática, ideal para fluxos de trabalho multi-banco de dados como UniProt, KEGG e PubChem. Oferece uma API unificada para consultas, mapeamento de IDs e análise de vias, com controle REST direto disponível através de skills de banco de dados individuais.

Uma biblioteca Python abrangente para astronomia e astrofísica, ideal para trabalhar com dados astronômicos, incluindo coordenadas celestes, unidades físicas, arquivos FITS, cálculos cosmológicos e análise de dados.