Delegates large-context code analysis to Gemini CLI. Use when analyzing codebases, tracing bugs across files, reviewing architecture, or performing security audits.
PROACTIVELY consult Gemini CLI for research, large codebase comprehension, and multimodal data processing.
Gemini CLI leverages 1M context for three roles: codebase analysis, external research (Google Search grounding), and multimodal file reading.
Use when you have antiSMASH v5.0.0 BGC predictions from a set of microbial genomes and you need to integrate those predictions with GNPS metabolomic data (MS2 spectra and…
Use when you have normalized or voom-transformed gene expression counts/intensities indexed by gene and sample, along with an experimental design matrix specifying condition,…
Use when when you have raw or unnormalized gene expression data from microarray experiments (e.
Use when you have fit a linear model to normalized gene expression data (microarray intensities or RNA-seq counts) and need to test for differential expression across experimental…
Model gene-family birth-death dynamics across a species tree using CAFE5 (Mendes et al 2020 Bioinformatics 36:5516 gamma-distributed rate categories), CAFE5-error (annota — from…
Perform gene set enrichment analysis using AI research providers. Analyzes lists of genes to identify biological themes, pathways, and functional associations.
Conducts systematic internet research through strategic questioning and multi-source analysis. Gathers information from web sources (not codebase), cross-references claims across…
General-purpose agent for researching complex questions and executing multi-step tasks. Versatile problem-solver that combines research capabilities, analytical thinking — from…
General-purpose agent for researching complex questions and executing multi-step tasks. Versatile problem-solver that combines research capabilities, analytical thinking — from…
Use when a user provides examples prefixed by "for example", "such as", "e.g.", "like", or ends a list with "etc." / "and so on".
Generate a justified, research-backed business model for an existing web or mobile project. Use when the user asks to define, challenge, compare, or create a business model,…
Generate a markdown summary report from candidate_profile.csv with statistics and insights — from science/math-stats
Generate a markdown summary report from candidate_profile.csv with statistics and insights — from majiayu000/claude-skill-registry
Generate or edit images using AI models (FLUX, Nano Banana 2). Use for general-purpose image generation including photos, illustrations, artwork, visual assets, concept art, and…
Generate or edit images using AI models (FLUX, Gemini). Use for general-purpose image generation including photos, illustrations, artwork, visual assets, concept art, and any…
Generate comprehensive philosophy and standards documents for any domain (UX design, landing pages, email outbound, API design, etc.).
Generate a production-quality RAP OData service through deep system research, best-practice analysis, and iterative planning with user approval before any code is written.
Generates INTERVIEW, EVENT, or TEST logs in standard SCP Foundation format, ensuring the researcher uses a clinical tone and the subject adheres to specified communication…
使用 gt、kableExtra 或 flextable 生成出版级统计表格。涵盖描述性统计、 回归结果、方差分析表、相关矩阵和 APA 格式。适用于创建描述性统计表格、 格式化回归或方差分析输出、构建相关矩阵、为学术论文制作 APA 样式表格， 或为 Quarto 和 R Markdown 文档生成表格。
Generate a complete topic: research → lesson → post-process → verify. Fans out subagents for research and verification.
Generate a Quarto-based tour report with embedded maps, daily itineraries, logistics tables, and accommodation/transport details.
Generates academic/technical writeups with IEEE citations and pandoc PDF output. Use when creating research papers, technical reports, or documentation with references.
Generates complete phenotype-scoring bioinformatics research designs for any disease context and any user-defined phenotype, pathway, process, signature, or molecular pro — from…
Generates complete phenotype-scoring bioinformatics research designs for any disease context and any user-defined phenotype, pathway, process, signature, or molecular pro — from…
Use when you have raw Hi-C FASTQ files from a kilobase-resolution Hi-C experiment and need to produce a processed Hi-C contact map (.hic file) for visualization, loop calling, or…
Анализирует генетические данные пользователя из VCF файла. Используй когда пользователь спрашивает о своей генетике, наследственных признаках, предрасположенностях, метаболизме…
Use when when running metabologenomic RiPP detection pipelines (MetaMiner) on the same genomic dataset but with different input sequence formats (e.g., contigs.fasta vs.
基因组组装、注释和比较基因组 workflow skill。用于 short-read/long-read/HiFi assembly、polishing、scaffolding、BUSCO、contamination、Prokka、eukaryotic gene prediction、repeat/ncRNA/functional…
End-to-end genome assembly workflow from reads to polished assembly with QC. Supports short reads (SPAdes), long reads (Flye), and hybrid approaches.
Use when targeting Genome Biology or deciding whether a genomics or computational biology manuscript fits this venue.
Generate genome browser visualizations using pyGenomeTracks or IGV batch scripting for publication figures.
Compare your genome to George Church (PGP-1) and estimate ancestry composition via IBS and EM admixture
Use when a paired omics project JSON document contains genome identifiers (e.g. IMG IDs, NCBI accessions) but lacks corresponding organism names.
OneScience Evo2 基因组语言模型 skill。用于 Evo2 训练、推理、微调、长序列 DNA token、OpenGenome2 数据、FASTA/JSON 预处理、NeMo/Megatron batch、checkpoint 转换、variant effect 和 genome design 任务。
Use when you have filtered peak or chromatin accessibility counts and need to annotate each peak with the presence or absence of specific DNA sequence patterns—either predefined…
Use when you have assembled genomic DNA sequences (contigs in FASTA format, not antiSMASH or BOA output) and corresponding LC-MS/MS data (in MGF, mzXML, mzML, or mzData format)…
Create genome browser-style visualizations showing multiple data tracks (coverage, peaks, genes) using pyGenomeTracks, Gviz, and IGV.
Fits structural equation models to GWAS summary statistics using GenomicSEM (Grotzinger 2019), including common-factor models, confirmatory factor models, ESEM, common-fa — from…
Patterns for building robust, reproducible genomics analysis pipelines. Covers workflow managers, NGS data processing, variant calling, RNA-seq, and common bioinformatics…
Set up and connect to GeoDa so this agent can run spatial analysis in it over MCP — maps and plots as live windows, spatial weights, Moran's I and LISA, rate smoothing, PCA,…
Use when a task needs the judgment of a Geographer — testing whether a spatial pattern in demographic, environmental, or event data is real clustering versus noise (Moran's I,…
Use when a task needs the judgment of a Geological Technician — logging drill core and computing RQD, running or reviewing an exploration QAQC sample-insertion scheme…
Use when targeting Geology (GSA) or deciding whether a short, high-impact geoscience research letter fits this venue.
Automatiza a criação de frameworks de Machine Learning (Perceptron/Softmax) para Geociências com rigor acadêmico Qualis A1.
Comprehensive geospatial science skill covering remote sensing, GIS, spatial analysis, machine learning for earth observation, and 30+ scientific domains.
Geophysical data inversion workflow from data loading through mesh creation, forward modelling, inversion, and result visualization.
Use when targeting Geophysical Research Letters (GRL) or deciding whether an Earth or space science manuscript fits this high-impact short-format venue.
Use when a task needs the judgment of a postsecondary Atmospheric, Earth, Marine, and Space Sciences professor — allocating limited semester effort across teaching, research, and…
Use when a task needs the judgment of a Geoscientist — correlating well logs across a stratigraphic section, estimating hydrocarbon or mineral reserves volumetrically, assessing…
Set up geospatial web platforms (CesiumJS, DroneDB, GDAL/PDAL stacks): format compatibility research, risk register, MVP scoping, sprint planning.
Turn scattered point measurements into continuous surfaces with quantified uncertainty: variogram modeling, ordinary/universal/regression kriging, IDW, and spatially honest…
GSLIB-inspired geostatistics library for variogram analysis, kriging, and simulation. Use when Claude needs to: (1) Calculate experimental variograms, (2) Fit variogram models,…
Provides physics-based, data-grounded Earth science reasoning with explicit uncertainty for geology, wells, seismic, petrophysics, and subsurface analyses.
Creates detailed, sectionized implementation plans through research, stakeholder interviews, and multi-LLM review.
Creates detailed, sectionized implementation plans through research, stakeholder interviews, and multi-LLM review.
Legal research and statement drafting for German law (Deutsches Recht). Specializes in tenancy/rental law (Mietrecht), property management (Immobilienverwaltung), operating cost…
Examines git diffs between commits or branches with intelligent analysis. Provides unified diff format with comprehensive summaries including file statistics, rename detection,…