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Documentation of available data science libraries (scipy, numpy, pandas, sklearn) and best practices for statistical analysis, regression modeling, and organizing analysis scripts. **CRITICAL:** All analysis scripts MUST be placed in reports/{topic}/scripts/, NOT in root scripts/ directory.

Create API handoff documentation for frontend developers. Use when backend work is complete and needs to be documented for frontend integration, or user says 'create handoff', 'document API', 'frontend handoff', or 'API documentation'.

Guide developers on writing BDD specifications using Gherkin syntax, feature files, and step definitions

Generate package-info.java files for Java packages. Use when the user requests to add package documentation files to Java packages, create package-info.java files, or document Java package structures. Automatically scans directories for Java packages and creates Javadoc package documentation files where they don't exist.

Detects code smells, anti-patterns, and common bugs with quantified thresholds and severity scoring. Use when reviewing code quality, finding maintainability issues, detecting SOLID violations, or identifying technical debt.

Generates PowerPoint presentations from templates with consistent styling across tables, charts, and Mermaid diagrams. Use when creating PPTX files, working with template-based presentations, or applying unified styling from style.yaml. Supports Python, R, and native PowerPoint shapes.

Provides reference documentation and examples for all of the available Flowbite TailwindCSS HTML UI Components plus the related Typography and Forms plugins.

Use when writing CSS for Discourse core, themes, or plugins - handles BEM class naming, modifiers with double dashes, block__element structure, and is-/has- state prefixes

Load when working on developer community engagement, technical advocacy,developer experience content, or community building. Contains best practicesfor Developer Relations (DevRel) and community management.

Bilingual documentation (EN/UK), MkDocs, Ukrainian plurals for Pulse Radar.

Publishing assistant for Thomas's Astro-based GitHub Pages site (readme-pages). Creates publish-ready Markdown files for notes, recipes, and pages. Use when asked to write blog posts, articles, notes, recipes, or content for the readme-pages site at thomasrohde.github.io/readme-pages. Also use for content requests mentioning "publish", "blog", or "my site".

Use PROACTIVELY when user asks for ASCII diagrams, text diagrams, or visual representations of systems, workflows, or relationships. Triggers on "ascii diagram", "text diagram", "visualize", "show how X connects/synergizes", "diagram the flow/phases", or "illustrate relationships". Generates terminal-compatible diagrams using box-drawing characters. Supports architecture, before/after, phased migration, data flow, and relationship/synergy diagrams. Not for image generation or graphical output.

Use when you need to plan technical solutions that are scalable, secure, and maintainable.

Semantic compression of verbose documentation into OCTAVE format achieving 60-80% reduction with 100% decision-logic fidelity. Use when converting natural language to OCTAVE, streamlining documentation, creating semantic density, optimizing agent prompts, or compressing knowledge artifacts. Triggers on: octave compression, compress to octave, semantic compression, documentation streamlining, OCTAVE optimization, compress documentation, semantic density.

Generate Swagger/OpenAPI documentation setup for REST APIs. Triggers on "create swagger docs", "generate api documentation", "swagger setup", "openapi docs config".

Mermaid diagram generation guidelines. Use when creating flowcharts, sequence diagrams, class diagrams, or other visual documentation.

ゲームの要件定義書を作成するためのスキル。漠然としたゲームアイデアを設計可能な形に変換する。使用タイミング：(1)「ゲームを作りたい」「新しいゲームを企画したい」と言われた時、(2)「ゲームのアイデアを整理したい」「要件をまとめたい」と言われた時、(3)「プレイサイクルを考えたい」「ゲームの仕様を決めたい」と言われた時。出力形式はMarkdownファイル。ジャンル別テンプレート（デッキ構築、ローグライク、RPG、パズル、アクション、タワーディフェンス、SRPG）も用意。

Complete Jira Cloud REST API documentation for v2 and v3 endpoints. Use when working with Jira APIs, making Jira API calls, troubleshooting Jira integrations, or needing endpoint details. DO NOT use for general Jira usage questions or Jira web UI help.

Write quality markdown content. Use when creating or editing .md files, documentation, READMEs, or any markdown-based content. Ensures proper syntax, structure, and accessibility.

Helps write rap lyrics with proper rhythm, flow, cadences, and structure. Teaches musical fundamentals (bars, beats, tempo, BPM) and lyric formatting. Use when writing rap lyrics, creating verses, understanding flow, structuring bars, improving cadence, learning rhythm patterns, or formatting rap lyrics.