Generate a complete MCP server project in Python with tools, resources, and proper configuration
Generate complete Python scripts that build polished PowerPoint decks with python-pptx and real slide content.
High-level PyTorch framework with Trainer class, automatic distributed training (DDP/FSDP/DeepSpeed), callbacks system, and minimal boilerplate.
Presents up to 5 questions from smart-question-generator one at a time, records answers, handles per-question skip and skip-all, and captures per-question response time.
Analyze a PR diff and generate a strict, risk-prioritized QA test plan for frontend changes. Separates public scenarios from authenticated scenarios.
Generate QR codes with URLs and UTM tracking. Exports PNG/SVG with captions. Use for single codes, batch generation, or marketing campaigns with tracking parameters.
Générer des QR codes à partir de texte ou URLs. Use when: l'utilisateur demande de créer un QR code, générer un code-barres 2D, encoder des données en QR.
Generate CMake-based Qt project with proper module dependencies, cross-compilation support, and modern Qt6 configuration
Generate QML components with proper property bindings, signal/slot connections, and Qt Quick Controls integration
Generate Qt Test fixtures with mock QObject signals and slots, data-driven tests, and GUI testing setup
Générateur de documents conformes Qualiopi pour organismes de formation certifiés RNQ. Utiliser dès que l'utilisateur mentionne convention de formation, programme de formation,…
Quickstart Guide Generator - Auto-activating skill for Technical Documentation. Triggers on: quickstart guide generator, quickstart guide generator Part of the Technical…
Generate strongly-typed models and serializers from JSON, JSON Schema, TypeScript, and GraphQL queries in 20+ programming languages.
Generate 50-question interactive quizzes using the Quiz component with randomized batching. Use when creating end-of-chapter assessments.
Evaluate RAG pipelines with Ragas — measure faithfulness, answer relevancy, context precision/recall, and noise sensitivity using LLM-as-judge metrics; run automated test suite…
Use when creating install generators, copied migrations, or initializer installers for Rails engines.
Complete Rails project setup workflow. Installs dependencies via Bundler, configures database connections, generates Rails app scaffold, validates the dev environment, and…
Expert on Model Context Protocol (MCP) integration, MCP servers, installation, configuration, and authentication.
Use when a user has a rough prompt that needs a staged prompt-improvement workflow for `$ralph-wiggum-codex`, with saved draft/final files and explicit review checkpoints.
Use when creating, modernizing, or production-hardening a standalone React SPA after frontend architecture is approved or intentionally deferred.
React Component Generator - Auto-activating skill for Frontend Development. Triggers on: react component generator, react component generator Part of the Frontend Development…
Generate React component documentation for SEED Design System. Use when creating new React component docs in ./docs/content/react/components or updating existing implementation…
Intelligent README.md generation prompt that analyzes project documentation structure and creates comprehensive repository documentation.
Readme Generator - Auto-activating skill for DevOps Basics. Triggers on: readme generator, readme generator Part of the DevOps Basics skill category.
Generate targeted rebuttals and counterarguments for debate. Use when the user asks to "rebut this argument", "counter this point", "respond to their case", "generate rebuttals",…
Install the Skill Starter Pack recommended all-round workflow bundle by following reccomended/paths.txt.
Redocly CLI is an all-in-one OpenAPI utility that lints, validates, bundles, and generates documentation from API descriptions.
When the user wants to create or optimize a refund or return policy page. Also use when the user mentions "refund policy," "return policy," "money-back guarantee," "returns and…
Use projen when an agent should synthesize and refresh repository boilerplate from one canonical project definition instead of hand-editing many config files.
Generates comprehensive test suites for regular expressions using Hypothesis property-based testing and re2 for safe evaluation.
Builds compliance checklists for business scenarios involving GDPR, PIPL, or advertising/data laws. Outputs a structured checklist with check items, legal basis, risk levels, and…
Release Notes Generator - Auto-activating skill for DevOps Basics. Triggers on: release notes generator, release notes generator Part of the DevOps Basics skill category.
Create best-in-class repository scaffolds with modern tooling, security, CI/CD, testing, and documentation. Works for code, data science, ontologies, APIs, and CLI projects.
Generate professional markdown and HTML reports from data with charts, tables, and analysis.
Generador de reportes ejecutivos del Financial Intelligence System. ACTÍVALO como penúltimo paso antes del CIO, una vez que el scoring board y el risk engine han completado su…
Report Template Generator - Auto-activating skill for Data Analytics. Triggers on: report template generator, report template generator Part of the Data Analytics skill category.
Proactively analyze user requests at the start of conversations to determine task type, assess prompt quality, and intelligently recommend which skills to activate.
Request Validator Generator - Auto-activating skill for Backend Development. Triggers on: request validator generator, request validator generator Part of the Backend Dev — from…
When the user wants to create, optimize, or audit resources page or content hub. Also use when the user mentions "resources page," "resource center," "content hub," "learning…
Response Schema Generator - Auto-activating skill for API Development. Triggers on: response schema generator, response schema generator Part of the API Development skill category.
Generates interactive API documentation from code annotations using swagger-jsdoc for Express.js routes and the Redoc (@redocly/cli) renderer.
Generates interactive API reference documentation from OpenAPI 3.x specs using Swagger Parser and Redoc.
Generates comprehensive API test suites from OpenAPI specs using Postman Collection SDK and Newman CLI.
Generate tailored resumes and cover letters as PDFs for job applications. Takes job URLs or job analyzer results and creates customized documents.
Generate tailored, ATS-optimized resumes from job descriptions with psychology-informed placement optimization.
Use when reviewing a Rails engine, mountable engine, or Railtie. Covers namespace boundaries, host-app integration, safe initialization, migrations, generators, and dummy — from…
Copy the default issue categories to .reviewer/ for customization. Use when you want to edit the code review or conversation review categories for your project.
Phase 4 — Generator and Evaluator negotiate completion criteria before any code is written.
Phase 5 — Build the React Native + Expo app in 3 sub-phases (scaffold, API, UI). Self-evaluates before handoff.
Human-triggered product proposal generator. Reads project context (BACKLOG, recent commits, existing skills) and generates 1–3 structured US drafts from a user-facing perspective.
Use when working with any .NET / C# code (.cs/.csproj/.sln/.slnx files), finding callers/references/implementations, checking compiler errors or warnings, running dotnet build for…
Generate a complete Model Context Protocol server project in Ruby using the official MCP Ruby SDK gem.
Uruchamia generator AI pytań quizowych `add_questions.mjs`. Użyj tego skilla gdy chcesz wygenerować pytania AI do kategorii w `pytania/tools/add_questions.mjs`, użyć opcji…
Run Nx generators with prioritization for workspace-plugin generators. Use this when generating code, scaffolding new features, or automating repetitive tasks in the monorepo.
Guidance for generating OpenStack runbooks with dual task/symptom indexing following NASA procedure standards.
Runs a real-user manual QA pass against any web/mobile/desktop app and turns the results into a Bug Review Board (BRB) feedback loop.
Generate a complete Rust Model Context Protocol server project with tools, prompts, resources, and tests using the official rmcp SDK
S3 Bucket Policy Generator - Auto-activating skill for AWS Skills. Triggers on: s3 bucket policy generator, s3 bucket policy generator Part of the AWS Skills skill category.
Generates complete, production-ready SaaS project boilerplate including authentication, database schemas, billing integration, API routes, and a working dashboard using Next.js…
Use BEFORE running `git worktree remove`, `git worktree prune`, or any worktree cleanup on Windows or against worktrees that contain submodules or have long paths.