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Build agent workflows with LangGraph 1.0 state machines and graph patterns. Use this skill when creating agent graphs, implementing state machines, building multi-step agent workflows, or using LangGraph. Activate when: LangGraph, agent graph, state...
Biome linter/formatter setup. Use when configuring Biome as an alternative to ESLint + Prettier.
Zustand state management patterns. Use when implementing client-side state with Zustand.
Use BEFORE implementing, writing, configuring, or setting up ANY feature involving libraries, frameworks, or complex APIs - even before reading existing code. Fetches current documentation to ensure correct usage. Triggers on third-party libraries (s...
Release preparation workflow - security audit → E2E tests → review → changelog → docs
**Docker/SSH 기반** 마이크로서비스 직접 배포. 로컬 빌드 → SSH 전송 → PM2 재시작. Use when: (1) ms-* 서비스 배포 (ms-notifier, ms-scheduler 등), (2) Docker 빌드/이미지 생성, (3) PM2 재시작/롤백, (4) SSH 접근 필요한 직접 배포. ⚠️ GitHub Actions/Milestone 기반 배포는 deployer 사용.
Use when facing 3+ independent failures that can be investigated without shared state or dependencies - dispatches multiple agents to investigate and fix independent problems concurrently
Generates Rust code for GPUI desktop UI components following Zed editor patterns. Use when building desktop applications with gpui crate, creating themed UI components, implementing autocomplete/completions, building command palettes, or working with...
Requirements clarification for TDD. Use BEFORE RED phase to understand WHAT to test. Asks targeted questions to uncover ambiguities, edge cases, and acceptance criteria.
General .NET development workflow patterns. Use when implementing features, fixing bugs, or refactoring code.
Understand through recursive decomposition and modular reconstruction of simple operations to reproduce emergent complexity. Use this skill whenever reasoning is required. Framework for [[#parse|parsing]], [[#branch|branching]], [[#reduce|reducing]],...
Deterministic mathematical computation using SymPy. Use for ANY math operation requiring exact/verified results - basic arithmetic, algebra (simplify, expand, factor, solve equations), calculus (derivatives, integrals, limits, series), linear algebra...
Cryptofeed - Real-time cryptocurrency market data feeds from 40+ exchanges. WebSocket streaming, normalized data, order books, trades, tickers. Python library for algorithmic trading and market data analysis.
Use narsil-mcp code intelligence tools effectively. Use when searching code, finding symbols, analyzing call graphs, scanning for security vulnerabilities, exploring dependencies, or performing static analysis on indexed repositories.
Encrypted secrets vault for AI coding agents. Store API keys, passwords, and tokens with `age` (public-key encryption) and `sops` (encrypted YAML secrets files). Never plaintext.
REQUIRED for all image generation requests. Generate and edit images using Nano Banana (Gemini CLI). Handles blog featured images, YouTube thumbnails, icons, diagrams, patterns, illustrations, photos, visual assets, graphics, artwork, pictures. Use t...
Adapt an existing skill to a different repository, stack, team, or project context while preserving the core pattern. Use when asked to "port this skill to Python/Vue/pnpm", "customize this library skill for our project", or "localize this skill for...
Get current weather and forecasts via wttr.in or Open-Meteo. Use when: user asks about weather, temperature, or forecasts for any location. NOT for: historical weather data, severe weather alerts, or detailed meteorological analysis. No API key neede...
Comprehensive Nix best practices for flakes, NixOS, home-manager, nix-darwin, devshells, package management, and system configuration. Use this skill when working with Nix flakes, NixOS configuration, home-manager dotfiles, nix-darwin macOS setup, de...
Search for Azure DevOps work items using text search and filters. IMPORTANT - Only use Bug or User Story types by default, exclude Enabler and other types.
Generate development environment setup documentation with toolchain requirements, dependency installation, local configuration, and build instructions per IEEE 1074.
Use before claiming work is done, fixed, or passing — requires running verification commands and confirming output before any success claim. Prevents false completion claims, unverified assertions, and "should work" statements.
Cox Programming - Safeguarding your AI programming experience. Helps development teams grasp project progress, identify development risks, and understand system health status. Provides project progress tracking, iteration management (MVP-driven), tas...
Expert knowledge in error diagnosis, debugging strategies, and self-healing patterns. Use when tasks fail or errors occur.
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