Object-oriented design principles including object calisthenics, dependency inversion, fail-fast error handling, feature envy detection, and intention-revealing naming. Triggers on: writing new...
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mdp-designer
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Designs/edits MDP terms (observations, rewards, terminations, goals/commands, randomization) and wires them into configs and logging. Use when improving an RL environment’s MDP definition for...
layer-design
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Design and compose Effect layers for clean dependency management
Design user-centric interfaces for web applications. Creates wireframes, visual designs, and interactive prototypes with usability focus.
Design interfaces using component libraries and design systems. Creates cohesive UIs with pre-built accessible component primitives.
Audit and maintain design system consistency, UX/UI patterns, color palettes, and design best practices across frontend applications
Build comprehensive design systems with components, patterns, and guidelines. Enable consistent design, faster development, and better collaboration across teams.
Design NoSQL database schemas for MongoDB and DynamoDB. Use when modeling document structures, designing collections, or planning NoSQL data architectures.
Workflow Designer
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Design and optimize AI-powered workflows for complex tasks
Design GraphQL schemas with federation, resolvers, dataloaders, n+1 query prevention, and schema stitching patterns
Design database schemas with normalization, relationships, and constraints. Use when creating new database schemas, designing tables, or planning data models for PostgreSQL and MySQL.
rest-api-design
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REST API design patterns and MicroProfile OpenAPI documentation. Use when designing endpoints, choosing HTTP methods, status codes, or documenting APIs with OpenAPI annotations.
Create and evolve design systems with design tokens, component architecture, accessibility guidelines, and documentation templates. Ensures consistent, scalable, and accessible UI across products.
Onboarding Designer
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Design effective user onboarding flows that drive activation, adoption, and retention
Help users design and optimize growth loops. Use when someone is building viral mechanics, designing referral programs, creating product-led acquisition, or figuring out how to make their product...
Help users apply behavioral science to product design. Use when someone is designing for habit formation, reducing friction, applying psychology to UX, increasing retention through behavioral...
ui-design-iteration
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Iterates on data-intensive UI designs to improve scannability, hierarchy, accessibility, and systematization. Use when improving an existing UI, reviewing a design for UX issues, or transforming a...
rest-api-design
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Design RESTful APIs following best practices for resource modeling, HTTP methods, status codes, versioning, and documentation. Use when creating new APIs, designing endpoints, or improving...
api-design-patterns
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Provides REST and GraphQL API design patterns for Node.js, Flask, and FastAPI. Use when designing endpoints, request/response structures, API architecture, pagination, authentication, rate...
cdd-design-pillars
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Measures and limits cognitive load in Jakarta EE/MicroProfile code. Use when reviewing code complexity, designing services/entities, or identifying when to extract abstractions.