Identifies and remediates anti-patterns arising from misuse of GoF design patterns including over-engineering, gold plating, dependency inversion violations, and structural code…
Apply appropriate design patterns (Singleton, Factory, Observer, Strategy, etc.) to solve architectural problems.
Comprehensive Ruby implementations of Gang of Four (GoF) design patterns. Use when implementing object-oriented design solutions, refactoring to reduce coupling, solving…
Create and maintain persistent design plan files for non-ticket architecture discussions. Auto-triggers when user starts a design discussion; accumulates decisions as file not…
Comprehensive PostgreSQL-specific table design reference covering data types, indexing, constraints, performance patterns, and advanced features — from engineering/databases
Comprehensive PostgreSQL-specific table design reference covering data types, indexing, constraints, performance patterns, and advanced features — from engineering/databases
UI/UX design system for dashboards, admin panels, SaaS interfaces, and web apps. Stack: React, Tailwind, CSS, styled-components.
Engineering design cycle covering requirements elicitation, specifications writing, constraint identification, iterative prototyping, and design communication.
Remove historical cruft from design docs. Use when docs accumulate outdated content, after major refactorings, or when preparing for releases.
React + Tailwind + CSS-variable conventions for app/ — variant props, shared icons, tokens, demos, a11y.
Design complete database schemas with tables, relationships, constraints, and indexes for Supabase. Triggers when user describes data models, entities, or requests schema design.
Verify code implementation aligns with design specifications. Use after implementing features, during code reviews, or when refactoring to ensure architectural compliance.
Senior UI/UX Engineer. Architect digital interfaces overriding default LLM biases. Enforces metric-based rules, strict component architecture, CSS hardware acceleration — from…
Use before writing any type of tests. Distills 14 industry sources into deterministic decision gates, schemas, and worked test examples.
Use when defining modules, services, interfaces, or data ownership — or when "let's go microservices" comes up — design for cohesion/coupling and Conway's Law; refuse the…
Use when scoping what to test on a non-trivial build — model coverage across the product's real dimensions (Structure, Function, Data, Integrations, Platform, Operations, Time) so…
Extracts design tokens from images and generates CSS custom properties, atomic utility classes (Tailwind-style), and platform-specific formats following W3C standards and modern…
Use when implementing design token systems, CSS variable architectures, or Style Dictionary pipelines.
Extract, consolidate, and modernize design tokens — oklch color scales, fluid spacing with clamp(), typography scales, motion timing, and shadow depths.
Enterprise design token architecture. Defines spacing, scaling, elevation, and grid systems following Adobe Spectrum, Salesforce Lightning, Amazon Style Dictionary, and 6 other…
PROACTIVELY track and document project design decisions without being asked. Activate automatically when detecting architecture discussions, implementation decisions, pattern…
Create technical solution architecture from requirements with REQ-* traceability. Designs components, APIs, data models, and interactions.
Designs REST and GraphQL APIs including endpoints, error handling, versioning, and documentation. Use when creating new APIs, designing endpoints, reviewing API contracts, or when…
Guides REST and GraphQL API design, endpoint patterns, request/response schemas, versioning, and API best practices.
Designs software architecture and selects appropriate patterns for projects. Use when designing systems, choosing architecture patterns, structuring projects, making technical…
Defines the basic solution structure for AvaloniaUI Desktop Applications using CustomControl. Use when creating new AvaloniaUI projects or designing stand-alone control styles…
Designs concise, streamlined backend systems matching exact task requirements. Use when planning APIs, data models, system architecture, or when the user requests backend design…
Guides designing, reviewing, and refactoring modules for depth — maximizing functionality hidden behind minimal interfaces.
When designing distributed systems for scalability, reliability, and consistency. Covers CAP/PACELC theorems, consistency models (strong, eventual, causal), replication patterns…
Guides the design and analysis of hexagonal architecture (Ports & Adapters) for backend systems. Use when structuring modular applications with clean separation between business…
Designs hybrid AI context architectures that combine RAG, knowledge graphs, episodic memory, and long-context synthesis appropriately.
Create professional, attractive, and visually striking user interfaces in Next.js. Use when building beautiful websites, landing pages, dashboards, or any UI that needs t — from…
Create professional, attractive, and visually striking user interfaces in Next.js. Use when building beautiful websites, landing pages, dashboards, or any UI that needs t — from…
Guides designing, reviewing, and governing RESTful APIs — resource modeling, URL structure, HTTP methods, status codes, error handling (RFC 9457), pagination, versioning,…
Design scalable, reliable software systems. Use when planning new systems, major features, or architecture changes.
Designs and implements testing strategies for any codebase. Use when adding tests, improving coverage, setting up testing infrastructure, debugging test failures, or when asked…
Generates unique, high-fidelity, and non-generic UI designs by synthesizing modern component libraries with specific design movements.
Designs stand-alone control styles using WPF CustomControl and ResourceDictionary. Use when creating reusable custom controls or organizing control themes in Generic.xaml.
Designs Zod schemas following Zod-first development. Creates validation schemas, branded types, discriminated unions, and transforms. Infers TypeScript types from schemas.
Desktop accessibility testing expert -- testing with NVDA, JAWS, Narrator, and VoiceOver screen readers, Accessibility Insights for Windows, automated UIA testing, keyboard-only…
Generate end-to-end tests for the complete Desktop Ethereal application, including UI interactions, system integration, and user workflows.
Use when the user asks for a fortune reading, daily destiny, life reading, horoscope, hexagram, I-Ching, 운세, 사주, 명리, or invokes /destiny.
Managing destructiveChanges.xml manifests for safe metadata deletion in Salesforce deployments. Use when deleting metadata components via Metadata API or sf CLI.
Використовуйте цей навик для виявлення та усунення вузьких місць продуктивності у Laravel/PHP-проєкті. Аналізує CPU, памʼять, I/O, БД-запити, черги, кеш та lock-contention.
Comprehensive detection of competing and conflicting systems in Vue 3 + TypeScript + Pinia projects. Identifies duplicate implementations, architectural conflicts, and co — from…
Comprehensive detection of competing and conflicting systems in Vue 3 + TypeScript + Pinia projects. Identifies duplicate implementations, architectural conflicts, and co — from…
Detect Python agent frameworks from code imports and map them to Omnigent executor types. Load when the user has existing agent code to integrate.
Detect unusual API call patterns in AWS CloudTrail logs using boto3, statistical baselining, and behavioral analysis
Detecting exposed AWS credentials in source code repositories, CI/CD pipelines, and configuration files using
Automate AWS GuardDuty threat detection findings processing using EventBridge and Lambda to enable real-time
Detect AWS IAM privilege escalation paths using boto3 and Cloudsplaining policy analysis to identify overly permissive
Detect lateral movement in Azure AD/Entra ID environments using Microsoft Graph API audit logs, Azure Sentinel
Detect and investigate Azure service principal abuse including privilege escalation, credential compromise, admin
Audit Azure Blob and ADLS storage accounts for public access exposure, weak or long-lived SAS tokens, missing
Identifies and quantifies the compounding switching cost of an AI coding agent harness commitment before it becomes invisible.
Execute use when detecting infrastructure drift from desired state. Trigger with phrases like "check for drift", "infrastructure drift detection", "compare actual vs desired…
Detecting misconfigured Azure Storage accounts including publicly accessible blob containers, missing encryption
Detect and prevent privilege escalation in Kubernetes pods by monitoring security contexts, capabilities, and
Create new vision detector plugins following Bob The Skull's detector architecture. Use when adding new detectors like object detection, pose estimation, gesture recognition, or…
Test distributed systems in the style of TigerBeetle and Joran Dirk Greef, using deterministic simulation and time compression.