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Use when investigating Kubernetes pod failures, crashes, resource issues, or service degradation. Provides systematic investigation methodology for incident triage, root cause analysis, and remediation planning...
Automate deployment of services from GitHub repositories to temporary Hetzner Cloud hosts with ZeroTier integration. Use this skill when users need to quickly spin up a service from a GitHub repo on a disposabl...
Toolkit for creating and managing server clusters on Hetzner Cloud using Terraform. Use this skill when users request deploying VMs, creating test infrastructure, or setting up server clusters on Hetzner Cloud....
Generate modal and modeless dialog windows for Tkinter applications. Use when creating dialogs, popups, or secondary windows, when user mentions "dialog", "popup", "modal", or when working with files in views/d...
Start development session with diagnostics, context loading, and intelligent task menu
Validate compliance with regional data privacy laws (GDPR, CCPA, PIPEDA), accessibility requirements, age-appropriate content regulations, and copyright laws by jurisdiction. Use when ensuring legal compliance...
Structured manipulation of PlantUML sequence diagrams - insert blocks after groups, add participants, and validate diagram structures across multiple files simultaneously
A comprehensive pattern for handling asynchronous operations in JavaScript/TypeScript applications with automatic cleanup, graceful error handling, and memory leak prevention. Use when building async operations...
Production-ready Go microservices patterns including Gin, Echo, gRPC, clean architecture, dependency injection, error handling, middleware, testing, Docker containerization, Kubernetes deployment, distributed t...
Validate architecture document completeness and quality against comprehensive checklist. Checks required sections, technology justifications, NFRs coverage, and generates quality score with actionable recommend...
Derive technical development principles FROM user needs in product.md using evidence-based reasoning. Creates constitution.md with architecture decisions, tech stack choices, and development constraints - all t...
Use when developing new features, refactoring existing code, or making significant code changes. Enforces SOLID principles, code readability, maintainability, and pragmatic design decisions. Ensures proper use...
Peer review architecture for quality, risks, and optimization opportunities. Analyzes scalability bottlenecks, security vulnerabilities, performance optimization, technology fit, and provides prioritized recomm...
Implement common Django design patterns including managers, querysets, mixins, services, and architectural patterns. Use when refactoring code or implementing standard Django patterns.
Use when you need to plan technical solutions that are scalable, secure, and maintainable.
Persistent memory across sessions using Memory MCP. Store decisions, remember context, track project patterns, maintain knowledge base, and recall important information. Use when context needs to persist betwee...
Generate comprehensive system architecture documents from requirements, supporting Frontend, Backend, and Fullstack projects with scale-adaptive depth and Architecture Decision Records. Use when translating req...
Create Architecture Decision Records (ADRs) documenting key architectural choices. Analyzes context, evaluates alternatives, and captures decisions using standard ADR template. Use when documenting database des...
Generate comprehensive architecture documentation automatically from existing codebase analysis. This skill should be used when working with brownfield projects or updating outdated documentation.
Ensure features are developed according to specifications by validating implementation against API docs, database schemas, and acceptance criteria. Use before starting implementation, during code review, or whe...
Create gateway classes that integrate external services following Protocol interfaces, proper abstraction, and clean architecture separation of concerns.
Create and refactor Python dataclass business models and mappers following clean architecture patterns with proper separation of concerns.
Idempotent seeder patterns with core/reference/dev separation and environment-specific execution using firstOrCreate/updateOrCreate
Create detailed implementation plans from feature specs or bug reports with testable acceptance criteria. Use proactively when planning features, refactors, or fixes. Every task MUST have minimum 2 testable ACs...
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