Read/write SAM/BAM/CRAM, VCF/BCF, FASTA/FASTQ. Region queries, pileup, variant filtering, read groups. Python htslib wrapper exposing samtools/bcftools CLI.
Pytest Fixture Generator is built around pytest Python testing framework. The underlying ecosystem is represented by pytest-dev/pytest (13,718+ GitHub stars).
Pytest Test Generator - Auto-activating skill for Test Automation. Triggers on: pytest test generator, pytest test generator Part of the Test Automation skill category.
Навык по инициализации Python-проекта, настройке автоматизации через Makefile и линтинга Flake8 в среде Windows с учетом особенностей ОС.
CLI application patterns for Python. Triggers on: cli, command line, typer, click, argparse, terminal, rich, console, terminal ui. — from 0xDarkMatter/claude-mods
CLI application patterns for Python. Triggers on: cli, command line, typer, click, argparse, terminal, rich, console, terminal ui. — from tools/cli-builders
Validates and auto-generates Python docstrings using the ast module and pydocstyle conventions. Supports NumPy, Google, and Sphinx docstring formats with type stub integration.
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.
Python SDK for inference.sh - run AI apps, build agents, and integrate with 150+ models. Package: inferencesh (pip install inferencesh).
Web data extraction and discovery using the Bright Data Python SDK. Use when user asks to "scrape", "get data from", "extract", "search for", or "find" information from websites.
Fallback to shell execution when sandbox fails for library-dependent Python code
High-level PyTorch framework with Trainer class, automatic distributed training (DDP/FSDP/DeepSpeed), callbacks system, and minimal boilerplate.
Camera model wrapper for camera_models C++ library via pybind11. Use when working with pywayne.cv.camera_model module to load camera models from YAML configuration files, access…
How the Zig↔Python binding layer works (pyzig), including build-on-import, wrapper generation patterns, ownership rules, and where to add new exported APIs.
[QA Technical · CI/CD Integration] Sets up GitHub Actions workflows for all 3 test tiers — pre-commit hooks, PR pipelines, pre-merge gates, staging gates, and weekly performance…
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.
Build-an-X workflow that produces a side-by-side **commercial-vendor** evaluation matrix for QA tools - test-management platforms (TestRail / Qase / Xray / Zephyr / TestCollab),…
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
Configure Qt Installer Framework for cross-platform installers with component management, online updates, and custom UI
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
Aqua is a CLI-first message tool for AI agents. Use aqua CLI to exchange messages, manage contacts and invites, and drive agent inbox workflows with unread, watch, mark-read, or…
Générateur de documents conformes Qualiopi pour organismes de formation certifiés RNQ. Utiliser dès que l'utilisateur mentionne convention de formation, programme de formation,…
Automatically fix code formatting issues using mojo format, markdownlint, and pre-commit hooks. Use when formatting checks fail or before committing code.
Automatically apply safe quality fixes including formatting (Black, isort), linting (Ruff auto-fixes), and resolve formatter conflicts.
Language-specific auto-lint/format/typecheck pipeline. Supports Python (ruff+pyright), TypeScript (prettier+eslint+tsc), Go (gofmt+golangci-lint). Auto-fix and convergence loops.
Automatically reviews DevPrep AI code for quality standards including ESLint compliance, TypeScript strict mode, 180-line file limits, complexity under 15, proper naming…
Queue Backup Runbook is built around Apache Kafka event streaming platform. The underlying ecosystem is represented by tulios/kafkajs (3,987+ GitHub stars).
Fast cached-only scan of project dependencies for high-severity CVEs. Uses the local advisory cache without making fresh network calls — sub-second for most projects.
Production-ready QuickNode SDK and ethers.js patterns for blockchain applications. Use when building production dApps, implementing retry logic, or establishing patterns.
Zero to power user in one invoke — detects OS, installs Homebrew/apt/Node.js/Python, sets up Claude Code, authenticates skills-hub CLI, connects MCP servers, and installs…
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.
Build command-line apps in R using the Rapp package. Use when creating a CLI tool in R, adding argument parsing to an R script, turning an R script into a command-line app,…
Crear commits bien formateados con el formato de conventional commit en español. — from conventional-changelog/commitlint
Use in the Rabby repository on Yarn v4 branches before creating, amending, merging, or pushing commits.
Patterns for wrapping any agent with RAG context from Qdrant. Use to add persistent memory to imported or external agents.
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…
Loads Railway CLI authentication from this repo’s gitignored API env files before running railway commands.
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.
Ramp sdk patterns — corporate card and expense management API integration. Use when working with Ramp for card management, expenses, or accounting sync.
Guides use of the rattail front-end toolchain: utilities (array, object, string, math, DOM, file, function, collection, integrated), CLI (rt: clean, api, hook, release, changelog,…
Build Raycast AI extensions — expose tools that Raycast AI can call to read and act on behalf of the user.
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…
Zoom Meeting SDK for React Native. Use when embedding Zoom meetings in React Native iOS/Android apps with @zoom/meetingsdk-react-native, JWT auth, join/start flows, platform…
React + Vite frontend review/debug — re-render, state, a11y, bundle, HMR, env, prod build.
React + Vite performance optimization — code splitting, lazy loading, bundle analysis, Web Vitals, and modern React patterns for fast web applications
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.
Validates that skills in this repository are accurately documented in the README. Use when verifying skill documentation or during pre-commit validation.