data-analyst
This skill should be used when analyzing CSV datasets, handling missing values through intelligent imputation, and creating interactive dashboards to visualize data trends. Use this skill for tasks involving data quality assessment, automated missing value detection and filling, statistical analysis, and generating Plotly Dash dashboards for exploratory data analysis.
resume-manager
This skill should be used whenever users need help with resume creation, updating professional profiles, tracking career experiences, managing projects portfolio, or generating tailored resumes for job applications. On first use, extracts data from user's existing resume and maintains a structured database of experiences, projects, education, and skills. Generates professionally styled one-page PDF resumes customized for specific job roles by selecting only the most relevant information from the database.
claude-code-course
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vibe-coder
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complex-skill
A complex test skill with dependencies
invalid skill with spaces!
This skill has invalid frontmatter
test-skill-minimal
A minimal test skill for E2E testing
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 and scripts.
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.
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.
plotly-compact
Compact Plotly visualization patterns. Express for quick plots, Graph Objects for control.
pixi-package-manager
Fast, reproducible scientific Python environments with pixi - conda and PyPI unified
python-cli-patterns
CLI application patterns for Python. Triggers on: cli, command line, typer, click, argparse, terminal, rich, console, terminal ui.
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.
marimo-notebook
Write a marimo notebook in a Python file in the right format.
rmd-formatting
R Markdown formatting patterns: chunk display strategies (include=FALSE + inline R vs results='asis'), table rendering with knitr::kable, header hierarchy with tabsets, downloadable file embedding, and what to avoid (cat/print in visible chunks).
r-single-cell-plotting
R plotting conventions for Seurat/scRNA-seq: UMAP square plots (aspect.ratio=1, raster=FALSE), polychrome cluster colors, DimPlot/FeaturePlot settings, saving 300 DPI PNG, volcano plots with EnhancedVolcano, statistical comparisons with rstatix/ggpubr.
sequencing-base-masks
Sequencing read requirements and bcl2fastq base masks for 10x Genomics libraries: chemistry-specific BasesMaskCR values, ATAC I2 barcode requirement (capital I not lowercase y), Visium FFPE vs frozen R2 length difference.
arxiv-research
Searches academic papers on arXiv, analyzes research content, builds literature reviews, and generates citations for academic writing. Triggers when users need to find, understand, or cite arXiv papers, extract TikZ figures from LaTeX sources, or explore citation networks and coauthor relationships.
website-design
When the user wants to design and build a premium multi-page website for any business type. Framework-agnostic design system (composition rules, component specs, CSS-first animation) implemented in the project's own stack; the default adapter for greenfield builds is Astro + SolidJS + Tailwind CSS v4. Also use when the user says "website design," "design a website," "build a website," "site design," "landing page," "multi-page site," or "website pages." For page copy without code, see copywriting.
unslop
Cut AI tells from any writing. Must always apply.
website-seo
When the user wants SEO strategy, audits, technical SEO, schema markup, content architecture, or search visibility optimization. Also use when the user says "SEO strategy," "SEO audit," "technical SEO," "schema markup," "structured data," "content strategy," "topic clusters," "local SEO," "international SEO," "SEO reporting," "search everywhere," "programmatic SEO," or "free tool strategy." This skill supersedes content-strategy, seo-audit, programmatic-seo, and free-tool-strategy skills.
dotnet-update-packages
Lists and updates outdated NuGet packages in .NET projects. Also use when the user mentions "update packages," "outdated NuGet," "upgrade dependencies," "dotnet package update," "check for updates," or "package versions." For centralizing package versions, see dotnet-centralise-packages.
dotnet-enable-testing-platform
Enables the Microsoft Testing Platform runner in global.json. Also use when the user mentions "testing platform," "Microsoft.Testing.Platform," "new test runner," "migrate test runner," "global.json testing," or "modern test platform."
dotnet-json-polymorphic
Configures polymorphic JSON serialization with [JsonPolymorphic] and [JsonDerivedType] attributes. Also use when the user mentions "polymorphic JSON," "JsonDerivedType," "JSON inheritance," "type discriminator," "serialize derived types," or "JSON polymorphism." For full JSON source generation, see dotnet-source-gen-json.
dotnet-source-gen-json
Configures System.Text.Json source generation for AOT-compatible JSON serialization. Also use when the user mentions "JSON source generator," "JsonSerializerContext," "JsonSerializable," "AOT JSON," "reflection-free JSON," or "System.Text.Json source gen." For polymorphic types, see dotnet-json-polymorphic. For full AOT analysis, see dotnet-aot-analysis.
copywriting
When the user wants to write, rewrite, or improve marketing copy for any page — including homepage, landing pages, pricing pages, feature pages, about pages, or product pages. Also use when the user says "write copy for," "improve this copy," "rewrite this page," "marketing copy," "headline help," or "CTA copy." For email copy, see email-sequence. For popup copy, see popup-cro.
dotnet-source-gen-logging
Converts logging to use the LoggerMessage source generator for high-performance, AOT-compatible logging. Also use when the user mentions "LoggerMessage," "logging source generator," "high-performance logging," "optimize logging," "AOT logging," or "structured logging source gen." For full AOT analysis, see dotnet-aot-analysis.
dotnet-source-gen-options-validation
Converts options validation to use the compile-time source generator for AOT-compatible, reflection-free validation. Also use when the user mentions "OptionsValidator," "options validation source gen," "AOT options validation," "compile-time validation," "ValidateDataAnnotations replacement," or "reflection-free validation." For full AOT analysis, see dotnet-aot-analysis.
dotnet-aot-analysis
Analyzes and configures a .NET project or solution for Native AOT compatibility. Orchestrates source generator skills and applies AOT settings. Also use when the user mentions "AOT," "native AOT," "trimming," "publish AOT," "AOT compatibility," or "ahead-of-time compilation." For specific source generators, see dotnet-source-gen-json, dotnet-source-gen-regex, dotnet-source-gen-logging.
dotnet-source-gen-regex
Converts Regex instances to use the compile-time source generator. Also use when the user mentions "GeneratedRegex," "regex source generator," "compile-time regex," "AOT regex," "optimize regex," or "source-generated regex." For full AOT analysis, see dotnet-aot-analysis.
dotnet-centralise-packages
Converts a .NET solution to use Central Package Management (CPM). Also use when the user mentions "centralize packages," "CPM," "Directory.Packages.props," "unify package versions," "consolidate NuGet," or "central package management." For updating package versions, see dotnet-update-packages.
lecture-notes
Generate comprehensive undergraduate lecture notes for social sciences (especially economics) with mathematical foundations, daily-life examples, and practice questions. Use when user asks to create, generate, or write lecture notes, lecture materials, or teaching content. Supports Turkish and English output, Obsidian-compatible markdown with LaTeX/TikZ, and optional syllabus integration.
wp-playground
WordPress Playground for instant browser-based WordPress testing. Use for quick demos, plugin testing, or ephemeral development environments without Docker.
form-testing
Test WordPress form submissions and email delivery. Validates contact forms, checks WP Mail SMTP configuration, and sends test emails. Use when verifying form functionality or troubleshooting email delivery issues.
gsap-animations
GSAP animation best practices for web design - scroll triggers, performance optimization, accessibility, responsive animations, and testing integration. Use when implementing or reviewing animations on WordPress or any web project.
seo-optimizer
Audit and optimize WordPress SEO (Yoast/Rank Math) - checks focus keywords, meta descriptions, featured images. Uses Unsplash API for missing images. Run on all pages/posts to identify and fix SEO issues.
wp-performance
WordPress performance optimization - Core Web Vitals, image/video compression, caching, asset optimization, and speed testing. Use when optimizing site speed or diagnosing performance issues.
wp-orchestrator
Master WordPress project orchestrator - coordinates all WordPress skills for complete site setup, audit, and optimization. Use for new project setup, site audits, or comprehensive reviews. Runs interview phases and manages todo lists.
wp-docker
Docker-based WordPress development environment. Use when setting up new WordPress sites, managing Docker containers, or automating site deployment with WP-CLI.
wordpress-dev
WordPress development best practices - coding standards, custom post types, security, performance, hooks/filters, and template hierarchy. Use for any WordPress theme or plugin development guidance.
wordpress-admin
Full WordPress site management - create pages/posts, configure SEO (Yoast), upload media, manage settings. Use when creating content, setting up SEO, or managing any WordPress site.
white-label
Complete WordPress white-labeling using FREE plugins only - ASE, Branda, White Label CMS, Admin Menu Editor. Covers login page branding, admin cleanup, security hardening, and client handoff preparation.
visual-qa
Complete visual QA - screenshots with full-page scroll to trigger animations, then analyze with Claude. Run after CSS/template changes.
brand-guide
Generate and maintain brand style guides - colors, fonts, imagery, voice/tone, responsive specs. Use when documenting brand identity or creating style guide pages.
typo3-conformance
Use when assessing TYPO3 extension quality, conformance checking, standards compliance, modernization to v12/v13/v14 (v14.3 LTS is the default/gold standard), TER readiness, or best practices review. Also triggers on: extension audit, quality score, full assessment, fix all findings, conformance audit, Fluid 5 strict ViewHelpers, ext_tables.php removal, Extbase attributes (Authorize/RateLimit), HashService removal, Bootstrap 5 migration, CSP compliance, ViewHelper security, XLIFF hygiene, PHP 8.4/8.5 compat.
bundle-analyzer
Analyzes JavaScript bundle sizes, identifies large dependencies, and suggests optimizations for webpack, vite, rollup. Use when user asks to "analyze bundle", "optimize bundle size", "reduce bundle", "webpack analysis", or "tree shaking".
image-optimizer
Optimizes images for web performance by converting to modern formats, compressing, and generating responsive sizes. Use when user asks to "optimize images", "compress images", "convert to webp", or mentions image performance.
dependency-vulnerability-scanner
Scans dependencies for known vulnerabilities (npm audit, pip-audit, etc.), generates reports, and suggests fixes. Use when user asks to "check vulnerabilities", "security scan", "audit dependencies", "check CVEs", or "vulnerable packages".
pii-detector
Detects Personally Identifiable Information (PII) in code, logs, databases, and files for GDPR/CCPA compliance. Use when user asks to "detect PII", "find sensitive data", "scan for personal information", "check GDPR compliance", or "find SSN/credit cards".
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