plotly-compact
Compact Plotly visualization patterns. Express for quick plots, Graph Objects for control.
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 graphs, or exporting figures to HTML/PNG/PDF/SVG formats. Covers both Plotly Express (high-level) and Graph Objects (low-level) APIs.
python-cli-patterns
CLI application patterns for Python. Triggers on: cli, command line, typer, click, argparse, terminal, rich, console, terminal ui.
python-style-guide-compact
Compact Python style guide. Key conventions for clean, typed, documented code.
python-style-guide
Comprehensive Python programming guidelines based on Google's Python Style Guide. Use when you needs to write Python code, review Python code for style issues, refactor Python code, or provide Python programming guidance. Covers language rules (imports, exceptions, type annotations), style rules (naming conventions, formatting, docstrings), and best practices for clean, maintainable Python code.
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 you needs to write R code, create R packages, optimize R performance, or provide R programming guidance.
school-study-materials
Generate Kurzusammenfassungen (summaries), Lernziele (learning objectives), and Kontrollfragen (control questions) from school scripts.
scverse-compact
Compact single-cell analysis patterns with AnnData and Scanpy. Essential patterns for QC, preprocessing, clustering, and visualization.
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 reduction, clustering, or visualization of single-cell datasets.
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 tools, automate tasks with bash/zsh, or asks for shell script help.
snakemake-compact
Compact Snakemake workflow patterns. Keep rules short, complex logic in Python modules.
metabolomics
Metabolomics-specific analysis strategies and domain knowledge
structural-biology
Structural biology analysis including protein structure validation, AlphaFold interpretation, and structural comparisons
data-science
Statistical analysis strategies and data exploration techniques
genomics
Genomics and transcriptomics analysis strategies
stock-ui
Stock analysis UI frontend. React + TypeScript with Tailwind CSS, shadcn/ui, Recharts. Use for React components, API integration, routing, state management, styling, charts visualization.
bilibili-up-batch
批量下载 B 站 UP 最近 N 条视频到 imports，并用 video_pipeline 生成证据包（适合 worker panes 并行跑）。
capture-idea
将 U1 的碎片化想法/问题归类为任务（tasks MCP）并按需沉淀为长期记忆（mem0-memory MCP）。
claim-ledger-to-tasks
扫描 topic 的 digests Claim Ledger，把“未核验 + 数字高影响”条目转成 tasks（核验待办）。
digest-content
对文章/转录/报告文本做结构化摘要，归档到主题档案（可选）并写入 U1 的长期记忆（mem0-memory）。
robot-update-package
将孩子对话摘要/日志输入后处理为“机器人变更包（JSON）”，供人工审核后应用（不自动应用）。
topic-ingest
将一条已生成的 digest/research 归档到指定 topic，并更新 topic 的 sources/timeline（M2/M3 辅助能力）。
topic-research
初始化或更新一个主题研究档案（文件系统）并联动 tasks/mem0，支持长期跟踪（M3）。
web-research
基于公开信息做事实核查/观点调研/Deep Research，并产出可追溯的“claim 清单 + 来源 + tasks +（可选）topic 更新”（M2/M3 支撑能力）。
canva-branded-presentation
Create on-brand Canva presentations from an outline or brief. Use when the user asks to create a branded presentation, make an on-brand deck, turn an outline into slides, or generate a presentation from a brief. Input can be text directly in the message, a reference to a Canva doc by name, or a Canva design link (e.g., https://www.canva.com/design/...).
canva-translate-design
Translate all text in a Canva design to another language, creating a translated copy. Faster than manually copying and editing each text box in Canva's editor. Use when users say "translate my design to [language]", "make a Spanish/French/etc version", or "localize my Canva design".
canva-implement-feedback
Implement reviewer feedback on a Canva design. Reads all comment threads, synthesises what reviewers want, makes the clear-cut changes directly, and flags anything that needs a human decision. Use when the user asks to "implement feedback on my deck", "address comments on a design", "apply review feedback", "fix the comments on my presentation", or "implement the feedback".
canva-resize-for-social-media
Resize a Canva design into multiple social media formats (Facebook post, Facebook story, Instagram post, Instagram story, LinkedIn post) and export all versions as PNGs. Use this skill when users want to resize Canva designs specifically for multiple social media platforms in one operation, rather than resizing to a single format manually.
your-skill-name
A clear description of what this skill does and when Claude should use it. Include trigger phrases like "when asked to...", "use when...", or specific keywords that should activate this skill.
frontend-design
Create bold, high-end, production-grade frontend interfaces with the mindset of a professional UI/UX designer and frontend engineer.
Playwright Browser Automation
Complete browser automation with Playwright. Auto-detects dev servers, writes clean test scripts to /tmp. Test pages, fill forms, take screenshots, check responsive design, validate UX, test login flows, check links, automate any browser task. Use when user wants to test websites, automate browser interactions, validate web functionality, or perform any browser-based testing.
responsive-design
Mobile-first responsive design specialist for SARAISE React/TypeScript/Tailwind applications. Provides guidance on breakpoints, fluid typography, flexible layouts, touch targets, and progressive enhancement. Use when creating responsive layouts, optimizing for mobile, or ensuring cross-device compatibility.
data-skill
본 스킬은 대한민국 공공데이터포털(https://www.data.go.kr/)에서 제공하는 각종 공공데이터 API 를 사용하기 위한 설명입니다. 본 스킬은 공공데이터 개발 또는 공공 API 개발을 할 때 사용하면 됩니다.
angular-component-generator
Generate Angular components with TypeScript, templates, and styles. Triggers on "create angular component", "generate ng component", "angular module", "ng generate".
ansible-playbook-generator
Generate Ansible playbook files for infrastructure automation and configuration management. Triggers on "create ansible playbook", "generate ansible config", "ansible automation", "infrastructure playbook".
astro-page-generator
Generate Astro page components with islands architecture. Triggers on "create astro page", "generate astro component", "astro file", ".astro page".
babel-config-builder
Generate Babel configuration files for JavaScript/TypeScript transpilation with presets and plugins. Triggers on "create babel config", "generate babel configuration", "babel setup", "transpilation config".
changelog-generator
Generate CHANGELOG.md files following Keep a Changelog format. Triggers on "create changelog", "generate changelog", "release notes template", "version history".
changesets-config-generator
Generate Changesets configuration for managing versioning and changelogs in monorepos. Triggers on "create changesets config", "generate changeset configuration", "changesets setup", "versioning config".
circleci-config-generator
Generate CircleCI configuration files with workflows, orbs, and deployment. Triggers on "create circleci config", "generate circleci configuration", "circleci pipeline", "circle ci setup".
code-of-conduct-generator
Generate CODE_OF_CONDUCT.md files based on Contributor Covenant. Triggers on "create code of conduct", "generate code_of_conduct.md", "community guidelines", "contributor covenant".
commitlint-config-generator
Generate commitlint configuration files for enforcing conventional commit messages. Triggers on "create commitlint config", "generate commit lint", "commitlint setup", "commit message rules".
contributing-guide-generator
Generate CONTRIBUTING.md files for open source project contribution guidelines. Triggers on "create contributing guide", "generate contributing.md", "contribution guidelines", "how to contribute".
cors-config-generator
Generate CORS configuration files for API cross-origin resource sharing. Triggers on "create cors config", "generate cors configuration", "cors setup", "cross-origin config".
csp-header-generator
Generate Content Security Policy (CSP) header configurations for web security. Triggers on "create csp header", "generate content security policy", "csp config", "security headers".
csv-data-synthesizer
Generate realistic CSV data files with proper headers, data types, and configurable row counts for testing, demos, and development. Triggers on "create CSV data", "generate CSV file", "fake CSV for", "sample data CSV", "test data spreadsheet".
cypress-test-generator
Generate Cypress E2E test files and configuration for web application testing. Triggers on "create cypress test", "generate cypress config", "e2e test for", "cypress setup".
dependabot-config-generator
Generate Dependabot configuration for GitHub automated dependency updates. Triggers on "create dependabot config", "generate dependabot configuration", "dependabot setup", "github dependency updates".
dockerfile-builder
Generate optimized, production-ready Dockerfiles with multi-stage builds, security best practices, and proper layer caching for various application types. Triggers on "create Dockerfile", "generate Dockerfile for", "docker image for", "containerize my app".
dockerignore-generator
Generate .dockerignore files to exclude unnecessary files from Docker builds. Triggers on "create dockerignore", "generate docker ignore", "dockerignore for", "docker exclude files".
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