GitHub
pixi-package-manager
Fast, reproducible scientific Python environments with pixi - conda and PyPI unified
☆ 3查看技能
CodingKaiser AI Skills
GitHub ↗浏览 CodingKaiser 维护的已发布 AI 技能，比较用途与说明，并通过来源仓库了解安装方式。
作者统计
已收录技能
15收录技能的仓库 Stars 合计
32仓库 Forks
15平均每个技能的仓库 Stars
2同一仓库中的多个技能可能共享 Stars，合计包含重复仓库数据。
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GitHub
r-development
Modern R development practices emphasizing tidyverse patterns (dplyr 1.1 and later, native pipe, join_by, .by grouping), rlang metaprogramming, performance optimization, and package development. Use when Claude...
☆ 3查看技能
GitHub
scverse-compact
Compact single-cell analysis patterns with AnnData and Scanpy. Essential patterns for QC, preprocessing, clustering, and visualization.
☆ 2查看技能
GitHub
marimo-compact
Compact marimo notebook patterns. Reactive cells, UI elements, data visualization.
☆ 2查看技能
GitHub
python-style-guide-compact
Compact Python style guide. Key conventions for clean, typed, documented code.
☆ 2查看技能
GitHub
plotly
Plotly visualization patterns for statistical and scientific charts. Use when creating interactive visualizations, statistical plots (scatter, box, violin, heatmaps), UpSet plots for set intersections, network...
☆ 2查看技能
GitHub
shell-scripting
Specialized knowledge of Bash and Zsh scripting, shell automation, command-line tools, and scripting best practices. Use when the user needs to write, debug, or optimize shell scripts, work with command-line to...
☆ 2查看技能
GitHub
snakemake-compact
Compact Snakemake workflow patterns. Keep rules short, complex logic in Python modules.
☆ 2查看技能
GitHub
plotly-compact
Compact Plotly visualization patterns. Express for quick plots, Graph Objects for control.
☆ 2查看技能
GitHub
scverse
Single-cell analysis patterns with AnnData and Scanpy. Use when working with single-cell RNA-seq data, creating or manipulating AnnData objects, performing quality control, normalization, dimensionality reducti...
☆ 2查看技能
GitHub
bookdown
Cross-referencing in R Markdown documents using bookdown. Use when creating Rmd files that need references to figures, tables, equations, or sections. Triggers on requests for academic reports, technical docume...
☆ 2查看技能
GitHub
bfabricpy
Python interface to the B-Fabric laboratory information management system. Use when working with B-Fabric API for CRUD operations on samples, datasets, workunits, resources, or building B-Fabric applications an...
☆ 2查看技能
GitHub
general-agentic
Defensive epistemology protocol for coding agents. Rationalist principles applied to code: explicit predictions, notice confusion, verify before proceeding.
☆ 2查看技能
GitHub
mixed-r-python-pipeline
Expert guidance for turning existing Snakemake analysis projects (with Snakefile + src/) into pip-installable CLI tools that can deploy the workflow to new projects. Use when the user has a working analysis pro...
☆ 2查看技能
GitHub
python-style-guide
Comprehensive Python programming guidelines based on Google's Python Style Guide. Use when Claude needs to write Python code, review Python code for style issues, refactor Python code, or provide Python program...
☆ 2查看技能
默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库，同一仓库的多个技能可能共享相同数值；它反映仓库关注度，不代表单个技能的安装量或质量评分。