設計

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

Use this skill when VSCode extensions fail to build in nix configuration, when adding new VSCode extensions, or when debugging extension-related build errors. Handles systematic search across nixpkgs, vscode-marketplace, and open-vsx sources with incremental testing.

Deploys ProAgentic DfX (H2 Tank Designer) using the full CI/CD pipeline. Runs all quality gates (lint, typecheck, tests, coverage, E2E) then deploys to Vercel. Use when deploying to staging or production, or when running the full CI pipeline locally.

Master software architecture principles and design patterns.

Remote control tmux sessions for interactive CLIs (python, gdb, etc.) by sending keystrokes and scraping pane output.

Diagnóstico y solución de problemas de MCP servers en Claude Desktop. Usar cuando los servidores MCP muestran "Server disconnected", fallan al conectar, o tienen problemas de handshake. Cubre servidores Python (MySQL, SQL Server, PostgreSQL) y Node.js en Windows/macOS/Linux.

Safely switch between local and production environments with validation and step-by-step guidance. Use when user wants to "switch to local", "change to production", "separate environments", or "toggle between databases". Prevents accidental production data access.

Design reusable, composable UI components with clear interfaces and proper encapsulation. Use this skill when creating or modifying React, Vue, or Svelte components. When working on files in components/, ui/, or any component library. When defining component props, managing local vs lifted state, or implementing composition patterns. When splitting large components or documenting component APIs.

Coordinate parallel agent execution using ACE Framework for LiveMetro React Native development. Use when implementing features with 3+ independent subtasks (UI + API + Firebase + Tests).

Use PROACTIVELY when debugging React Native apps. Reads console logs and executes JavaScript in running apps via Metro bundler. Invoke for: app crashes, state inspection, API debugging, error investigation, or running diagnostic code. Requires Metro running (port 8081).

ALWAYS apply this skill for ANY software development task. Triggers: implement, create, build, add, write, code, function, class, component, API, feature, fix, bug, debug, refactor, improve, clean, review, check, design, architect, structure, test, endpoint, module, service, handler, controller, model, schema, migration, deploy, configure. This skill enforces kadoppe's development principles for all coding work.

Analyze PRD for innovation opportunities, present each with HITL selection loop (Implement/Skip/More Details), update PRD with selections. Use when /architect workflow reaches innovation phase after vibe-check. Always runs for /architect (unlike /build where innovation is optional).

Manages SOPS-encrypted Kubernetes secrets for Flux GitOps deployments using age encryption

Product marketing, positioning, GTM strategy, and competitive intelligence. Includes ICP definition, April Dunford positioning methodology, launch playbooks, competitive battlecards, and international market entry guides. Use when developing positioning, planning product launches, creating messaging, analyzing competitors, entering new markets, enabling sales, or when user mentions product marketing, positioning, GTM, go-to-market, competitive analysis, market entry, or sales enablement.

Capture web page layout summaries and scraping notes from live sites. Use when asked to document page structure, identify sections, or describe how to scrape a site; includes guidance for dev-browser screenshots, ARIA snapshots, and layout writeups.

Environment verification, tool checking, version validation, and path configuration. Use when checking system requirements, verifying tool installations, validating versions, checking PATH configuration, or when user mentions environment setup, system check, tool verification, version check, missing tools, or installation requirements.

Deep pre-execution analysis framework using four philosophers (Socrates, Aristotle, Feynman, Drucker) for structured critical thinking before implementing plans. Use when users need to thoroughly understand a topic, question assumptions, clarify objectives, or explore multiple perspectives before taking action. Triggered by phrases like "help me think through," "analyze this topic," "before we start," "I want to understand," or when complex decisions require deeper exploration.

Git ignore configuration patterns for MetaSaver monorepos. Includes 10 required pattern categories (dependencies, build outputs, environment files with security-critical .env and .npmrc exclusions, logs, testing, IDE, OS, database, cache, temporary files). Use when creating or auditing .gitignore files to prevent secret leakage and repository pollution.

This skill should be used when the user asks to "create a README", "write a README", "generate a README", "improve my README", "make my README better", "README best practices", or mentions needing project documentation. Provides guidance for creating excellent READMEs following patterns from awesome-readme.

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