Walks a feature from a rough idea through requirements, design and implementation, with separate skills for debugging, codebase analysis and documentation. Helps a solo builder ship faster with less back-and-forth on what to build.
@rsmdtContext enrichment for agentic AI application development using LangChain, Vercel AI SDK, and assistant-ui. Use when building AI…
@rsmdtDeep-research analysis of a codebase, a topic, or both. Clarifies the question, agrees the research angles with you, then runs a…
@rsmdtREST and GraphQL API design patterns, OpenAPI/Swagger specifications, versioning strategies, and authentication patterns. Use…
@rsmdtSystem architecture patterns including monolith, microservices, event-driven, and serverless, with C4 modeling, scalability…
@rsmdtConsolidate a completed specification into a single archived record and remove its working directory. Use as the final stage…
@rsmdtRequired first step before any creative work — creating features, building components, adding functionality, or modifying…
@rsmdtUnified code review skill for correctness, design, readability, security, performance, testability, accessibility, and…
@rsmdtCreate or update a project constitution with governance rules. Uses discovery-based approach to generate project-specific rules.
@rsmdtSystematically diagnose and resolve bugs through conversational investigation and root cause analysis
@rsmdtGenerate and maintain documentation for code, APIs, and project components
@rsmdtUnified domain and data modeling for business entities, invariants, schema design, aggregate boundaries, and evolution strategy.…
@rsmdtRICE, MoSCoW, Kano, and value-effort prioritization frameworks with scoring methodologies and decision documentation. Use when…
@rsmdtPROACTIVELY build features across any technology layer. MUST BE USED when implementing UI components, API endpoints, services,…
@rsmdtPROACTIVELY build delivery platforms end-to-end when teams need containers, infrastructure as code, or CI/CD automation. MUST BE…
@rsmdtPROACTIVELY design interactions when users report navigation confusion or content findability issues. MUST BE USED when creating…
@rsmdtPROACTIVELY design system architecture when building new services or planning for scale. MUST BE USED when making microservices…
@rsmdtPROACTIVELY establish visual design foundations and accessibility standards when UI consistency or usability quality is at risk.…
@rsmdtPROACTIVELY implement monitoring when deploying to production or investigating incidents. MUST BE USED when setting up SLOs,…
@rsmdtPROACTIVELY optimize performance when any layer shows degradation. MUST BE USED for slow page loads, API latency, query…
@rsmdtPROACTIVELY research product direction by combining market evidence and requirement clarification. MUST BE USED when teams need…
@rsmdtPROACTIVELY conduct user research before designing major features or when conversion metrics drop. MUST BE USED when building…
@rsmdtPROACTIVELY review code for breaking changes and compatibility issues. MUST BE USED when reviewing PRs that modify public APIs,…
@rsmdtPROACTIVELY review code for robustness risks caused by unnecessary complexity and unsafe concurrency patterns. MUST BE USED when…
@rsmdtPROACTIVELY review code and dependency changes for security vulnerabilities, supply chain risks, and compliance concerns. MUST BE…
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