Machine Learning

Generate OpenAPI 3.x specification files (YAML) with endpoints, schemas, authentication, and examples for REST API documentation. Triggers on "create OpenAPI spec", "generate API documentation", "swagger spec for", "REST API schema".

Amazon SageMaker for building, training, and deploying machine learning models. Use for SageMaker AI endpoints, model training, inference, MLOps, and AWS machine learning services.

Analyze a Context Lake workspace and propose schema improvements. Use when asked to run schema cleanup, analyze workspace structure, create or update schema.yaml, or identify entity types.

PDForge (PDF Noodle) API for generating PDFs from templates or HTML via curl.

Install, update, list, and remove Claude Code and OpenCode skills. Supports GitHub repositories (user/repo), GitHub subdirectory URLs, and .skill zip files. Can set up interoperability between Claude Code and OpenCode via symlinks. Use when user wants to install, add, download, update, sync, list, remove, uninstall, delete skills, or share skills between Claude Code and OpenCode.

Generate structured XML task assignments following project conventions including date-based naming with counter management, mandatory repository safety requirements, error correction phases, and agent role assignments. Use when creating new development tasks, assignments for specialized agents, or when users mention task creation, task files, or XML task structure.

Specialized skill for editing and refining EAD2002 finding aids for the Terrence Kaufman Papers at the Archive of Indigenous Languages of Latin America (AILLA), Lillas Benson Latin American Studies and Collections, University of Texas at Austin. Use when working with KaufmanEAD.xml, implementing staff feedback, validating against EAD2002 standards, or referencing institutional finding aid examples.

NWEA MAP Growth assessment data integration for KCIS LMS. Use this skill when implementing MAP assessment features including data import from CDF CSV, displaying student RIT scores, tracking growth trends across terms, showing goal area performance, benchmark classification (E1/E2/E3), and group statistics for Reading and Language Usage courses (G3-G6).

Ensure WCAG2AA accessibility compliance. Use when creating forms, adding images, building navigation, creating interactive elements, or any user-facing HTML content.

Perform accessibility audit on web pages. Use when users ask to check accessibility, audit WCAG compliance, verify ARIA usage, check color contrast, audit keyboard navigation, or analyze screen reader compatibility. Detects ARIA issues, focus problems, contrast issues, and semantic HTML violations.

高品質で記憶に残るフロントエンドUIを設計・実装するスキル。HTML/CSS/JSやReact/Vueのコンポーネント・ページ・アプリの作成/改修、レイアウト/タイポグラフィ/配色/モーション/美的方向性が重要な依頼で使用する。

Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management, routing, or shadcn/ui components - not for simple single-file HTML/JSX artifacts.

Send and draft professional emails with seasonal HTML formatting, authentic writing style, contact lookup via Google Contacts, security-first approach, and Google Gmail API via Ruby CLI. This skill should be used for ALL email operations (mandatory per RULES.md).

Master frontend development with HTML, CSS, JavaScript, TypeScript, and modern frameworks like React, Vue, and Angular. Covers web standards, responsive design, accessibility, and performance optimization.

Generate comprehensive Product Requirements Documents for web and mobile apps using lean startup methodology. Perfect for solo entrepreneurs and new product concepts. Creates hypothesis-driven PRDs with MVP focus, user stories, and technical specifications. Exports to multiple formats including Markdown, HTML, and DOCX. Use when planning new products, defining MVPs, or documenting product vision for AI coding assistants.

Install, update, list, and remove Claude Code and OpenCode skills. Supports GitHub repositories (user/repo), GitHub subdirectory URLs, and .skill zip files. Can set up interoperability between Claude Code and OpenCode via symlinks. Use when user wants to install, add, download, update, sync, list, remove, uninstall, delete skills, or share skills between Claude Code and OpenCode.

Use when working in Python with scikit-hep vector and Awkward Array to build vector records, register behaviors, compute deltaR or invariant masses, combine or boost vectors, or access vector properties from ak.zip records of type (Momentum3D/Momentum4D/Vector4D). Vector is only useful if you are also using Awkward.

AISC Design Guide 1 expert for steel column base plate and anchor rod connection design. Use when users ask about base connections, base plates, anchor rods, column-to-foundation connections, concrete bearing strength, eccentricity, small vs large moment classification, shear transfer, or AISC Design Guide 1. Supports both LRFD and ASD design methods with 15 worked examples covering axial, moment, shear, and biaxial loading.

Guide through adding a new MLIR dialect with syntax, semantics, tests, and documentation. Use when the user wants to add support for a new MLIR dialect (e.g., arith, scf, memref) to the formal semantics framework.

Transform PRDs (Product Requirements Documents) into structured XML app specifications optimized for AI coding agents. Converts developer-focused docs with code examples into declarative agent-consumable format. USE WHEN user says "convert PRD", "generate app spec", "transform PRD", "create specification from requirements", or wants to prepare a PRD for agent consumption.