CI/CD

Write clean, readable code with consistent naming conventions, proper formatting, small focused functions, and DRY principles. Use this skill when writing ANY code in the project regardless of language or framework. When naming variables, functions, classes, or files. When structuring functions and deciding on their size and scope. When removing dead code, unused imports, or commented-out blocks. When applying the DRY principle to extract common logic. When ensuring consistent indentation and formatting across the codebase.

Target safety assessment including known toxicities, essentiality, andoff-target concerns. Use for early safety risk evaluation and targetselection.Keywords: target safety, toxicity, essential gene, knockout, safety risks

Generate and edit images using Google's Nano Banana (Gemini Image API). Use when the user wants to create AI-generated images, edit existing images, create infographics, generate product mockups, design social media graphics, or perform any image generation/manipulation task. Requires GEMINI_API_KEY environment variable.

Use when working with DuckDB databases, Makefiles, or building/deploying notebooks. Triggers on DuckDB queries, database creation, Makefile editing, make targets (build, data, etl), GitHub Actions workflows, CI/CD, and creating new notebook repositories.

Master Docker containerization, Kubernetes orchestration, CI/CD pipelines, Infrastructure as Code (Terraform), and cloud platforms. Learn deployment automation, monitoring, scaling, and build reliable, scalable infrastructure for production systems.

Core engineering principles for quality, maintainable code.

Generates a complete iOS app icon set with all required sizes. Use when asked to create an app icon, design an iOS icon, generate app store artwork, or make an icon for an iPhone/iPad app. Follows a philosophy-first approach - first defining the visual identity and concept, then producing production-ready icons.

Git Worktreeを使った開発フロー、PR作成、CI監視、マージ手順。worktree、PR、マージ、CI、ブランチ作成時に使用。

Board game design workflow for creating fun, balanced games. Use when designing mechanics, balancing factions, analyzing resource economies, validating rules clarity, planning playtests, or iterating on game systems. Applies Eurogame principles and proven design methodology.

Pattern for deprecating external dependencies while maintaining backward compatibility. Trigger: removing Java/FIJI/MATLAB, deprecating optional deps

Pattern for effectively interacting with users to gather information or get decisions. Use when you need user input.

Husky git hooks configuration with smart auto-detection for sensitive files, fail-fast execution, auto-fix workflows, and CI detection. Includes 5 required standards (smart .npmrc detection for multi-mono repos, set -e for fail-fast, pre-commit auto-fix with prettier:fix and lint:fix, pre-push validation with time tracking, clear emoji-enhanced output). Use when creating or auditing .husky/pre-commit and .husky/pre-push hooks.

Scans codebases and dependencies for known vulnerabilities and security issues

Comprehensive expertise for Azure Static Web Apps including architecture, configuration, API integration with Azure Functions, authentication, routing, deployment, and CI/CD. Use when building, configuring, deploying, or troubleshooting Azure Static Web Apps projects with frameworks like React, Angular, Vue, Blazor, or vanilla JavaScript.

Apply rigorous scientific writing standards for academic manuscripts. Use when writing abstracts, introductions, methods, results, or discussions for papers, grants, theses, or mermaid figure.

Run a batch of visual comparisons defined in a uiMatch suite JSON file using @uimatch/cli, then read each report to summarize which components passed or failed their quality gates. Use this skill when the user wants to run many Figma-vs-implementation checks at once, such as CI-style validation for a component library or flow.

Guide for creating high-quality MCP (Model Context Protocol) servers in Rust using rmcp SDK. Use when building production-grade MCP servers with type safety, performance, and async support.

ONVIF device security scanner for testing authentication and brute-forcing credentials. Use when you need to assess security of IP cameras or ONVIF-enabled devices.

Use this skill when Claude needs an outside perspective on complex problems, is stuck on a technical challenge, needs validation of an approach, or wants consultation on architectural decisions. Provides access to Codex and Gemini for getting unbiased second opinions and fresh perspectives.

Automatically applies when optimizing database queries. Ensures EXPLAIN analysis, proper indexing, N+1 prevention, query performance monitoring, and efficient SQL patterns.