Deployments - rollback, feature flags, ops tooling. Use when shipping to production.
Vercel deployment and CI/CD expert guidance. Use when deploying, promoting, rolling back, inspecting deployments, building with --prebuilt, or configuring CI workflow fil — from…
Generates a strategically sequenced deposition outline for examining a defendant's HR Manager in employment litigation, covering witness background, policy compliance, employment…
Manage deprecation and migration of old systems, APIs, or features. Use when removing legacy code, sunsetting features, consolidating duplicate implementations, or planning the…
Use when integrating, configuring, or debugging depth cameras (Intel RealSense, Luxonis OAK-D, Azure Kinect, Orbbec) on a robot.
Diagnose and fix Deptrac architectural violations automatically. Use when Deptrac reports dependency violations, layers are incorrectly coupled, or when refactoring code to…
Check package safety with the local deptrust CLI before installing, updating, or recommending npm, PyPI, Cargo, Go module, RubyGems, NuGet, Maven, Packagist, pub.dev, CocoaPods,…
Identify what to measure, test, or track to de-risk a product or AI idea. Use when stress-testing an idea across internal (DUFV) and external (PESTEL) dimensions.
Generate an onboarding-level summary of a codebase for new developers, including architecture, patterns, and key entry points
Distinction between laws (invariants) and style (conventions). Load when determining if a constraint is a law or style.
Python 3.11+ development with CLI apps (Typer/Rich), testing (pytest), linting (ruff/mypy), and TDD workflows.
Raw, anti-design aesthetic inspired by concrete architecture with unadorned elements, jarring layouts, and functional minimalism.
Futuristic sci-fi aesthetic with dark themes, vibrant neon accents, and immersive spatial elements. — from phamlongh230-lgtm/yamtam-engine
Make interfaces truly adaptive — not just responsive. Uses container queries for component-level adaptation, adaptive navigation patterns, and platform-aware layouts for web,…
CrewAI agent design and configuration. Use when creating, configuring, or debugging crewAI agents — choosing role/goal/backstory, selecting LLMs, assigning tools, tuning…
Use when designing how a backend service (or a fleet of services) reports errors — a typed exception hierarchy (one base + per-status subclasses carrying statusCode/message/data),…
Use when making architecture decisions, setting up CI/CD, managing technical debt, or choosing branching strategies - enforces ADR requirements and prevents resume-driven design
API設計エージェント - リファクタリング後のマイクロサービスAPI設計。REST/GraphQL/gRPC/AsyncAPIの仕様書、API Gateway設計、認証・認可設計を策定。/design-api [対象パス] で呼び出し。
Designs paginated list endpoints that stay correct and fast under concurrent writes — cursor/keyset pagination over a stable total ordering with a unique tie-break key (e.g.
Generate an OpenAPI 3.1.0 specification from API design stories, a domain model, API standards, and OpenAPI best practices. Lints with RateMyOpenAPI and iterates to 100/100.
Generate API design stories from requirements, a domain model, and API standards. Stories bridge product requirements and OpenAPI specs — Emmanuel Paraskakis's method for…
Define system architecture — components, boundaries, communication patterns, data flow, and compliance requirements.
Pick the right Azure primitive — compute (Functions / Container Apps / App Service / AKS), database (Azure SQL / Cosmos DB / Postgres Flex), storage (Blob / Files / Disk).
Run a complete design workflow -- from establishing context through 5 progressive design levels to an approved blueprint.
Guided journey from an app idea to a deliberate architecture: boundaries, domain model, data decisions, and resilience, making only the expensive-to-reverse decisions and…
Diseñar una arquitectura de cumplimiento que mapee las regulaciones aplicables a los sistemas informatizados.
Design a compliance architecture that maps applicable regulations to computerized systems. Covers system inventory, criticality classification (GxP-critical, GxP-supporting,…
Design the Kubernetes cluster topology — cluster placement per coordinate, node pool strategy, multi-tenancy model, and ResourceQuota tier templates — from the Platform Coordinate…
Use when the user says "convene the council", "design debate", "council review", "get the team together", "run a design review", or "debate this design"; OR describes a…
Use when designing a system where read and write workloads have significantly different scaling, consistency, or model requirements that a single unified model cannot serve…
Create Mermaid diagrams (activity, deployment, sequence, architecture) from text descriptions or source code.
Transform approved requirements into comprehensive technical designs. Define system architecture, component interactions, data models, and interfaces to create a blueprint for…
Help users understand and build design engineering capabilities. Use when someone is creating a design engineering function, hiring design engineers, or bridging the gap between…
Use when the task asks to implement a premium UI in React, Next.js, Tailwind, CSS, Framer Motion, GSAP, or a similar frontend stack with strong responsiveness, maintainability,…
Establish or formalize your design system foundation. Create design tokens (color, typography, spacing, shadows, borders), define component architecture, document design…
Modern UI design principles and guidelines for building clean, professional interfaces. Use when creating any UI components, layouts, web pages, or interactive elements including…
Design a Uniswap V4 hook architecture without code generation. Use when user wants to plan a hook, understand which callbacks to use, or review an architecture before building.
Use when structuring content, navigation, or labels — when users can't find things, the nav is growing organically, a new section needs a home, or you're naming/grouping concepts.
Trigger: sitemap, navigation, menu structure, wayfinding, labeling, search facets, routing links. Scope: Visual hierarchies, wayfinding, navigation model, sitemaps.
Initialize new design documentation from templates. Use when creating new design docs, documenting new systems, starting architecture documentation, or setting up design docs for…
Designs and implements state transition analysis systems for tracking time spent in different states.
Use Loop Engineering to scaffold, audit, and operate repeatable coding-agent loops with explicit state, budget, readiness, and tool-specific patterns.
Record and track design and architecture decisions with context, options considered, decision made, and rationale.
Design target microservices architecture and transformation plan. /architect:design-microservices to invoke. Requires redesign output as a prerequisite.
Use when designing reusable component modules — composition patterns, compound components, slot/children APIs, render props, headless component contracts, and the choice between…
Architects a SaaS so many customer orgs share infrastructure without leaking into each other — picking an isolation model (shared schema + Postgres RLS, schema-per-tenant, or…
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.
Designs and evolves gRPC/protobuf service contracts — message and service definitions, unary vs streaming RPC selection, wire-compatible schema evolution (reserved tags, safe vs…
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.
Trigger: design review, visual audit, layout inspection, QA checks, screenshot analysis. Scope: Performing design system compliance audits and interface QA.
Design complete database schemas with tables, relationships, constraints, and indexes for Supabase. Triggers when user describes data models, entities, or requests schema design.
Designs full-text and vector search infrastructure — Elasticsearch/OpenSearch mappings and analyzers, vector index parameters (HNSW M/efConstruction, IVF nlist/PQ), BM25+vector…