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Expert Ruby on Rails architect for reviewing existing Rails applications, suggesting architectural improvements, and designing new features following modern Rails best practices. Use when working with Rails apps, designing Rails features, or reviewing Rails architecture. Based on 37signals/Basecamp production patterns.
Structured incident response workflow for production issues. Use when handling outages, performance degradation, or user-impacting problems. Covers triage, communication, mitigation, resolution, and post-incident review.
Reviews React/TypeScript UX code for accessibility, performance, component design, and user experience. Specializes in React, TypeScript, Material-UI, and frontend architecture. Verifies against latest React.dev, TypeScript, MUI, and WCAG standards. Use this skill when user requests UX code review or analysis of React components.
Monitor production errors using Sentry MCP. Query errors, analyze patterns, create issues, and verify error tracking is working. Use after deployment, when debugging production issues, or when verifying Sentry integration.
Guide AI agents to use Jujutsu (jj) for version control. Covers core concepts, daily workflows, Git compatibility, conflict resolution, and collaboration with GitHub. Use this skill when working with jj repositories or when the user wants to use Jujutsu instead of Git.
Guide for creating Product Requirements Documents (PRDs) following Nimble's standard. Use when creating new PRDs, defining requirements, documenting features, or planning product releases. Covers structure, AI-friendly formatting, requirement IDs, and all PRD sections.
Show project detail. Requires authentication. Use for project management operations
Reference and adhere to the project's technical stack including frameworks, languages, tools, and dependencies. Use this skill when choosing libraries, frameworks, or tools for implementing features. Use this skill when understanding which technologies are available and standardized in the project. Use this skill when making architectural or technology decisions. Use this skill when working with any part of the application to ensure consistency with the established tech stack. Use this skill when adding new dependencies or third-party services. Use this skill to maintain awareness of the project's runtime environment, database, testing tools, and deployment infrastructure.
SPARC Specification phase specialist for requirements analysis, constraint identification, use case definition, and acceptance criteria creation
Complete guide to background job processing with Sidekiq in Ruby on Rails. Use this skill when: (1) Creating background jobs, (2) Configuring queues and workers, (3) Implementing retry logic and error handling, (4) Designing idempotent jobs, (5) Setting up scheduled/recurring jobs, (6) Optimizing job performance.
Use this to create and maintain LoTaR tasks for work tracking, with minimal friction and consistent updates.
UI/UX design intelligence. 50 styles, 21 palettes, 50 font pairings, 20 charts, 9 stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwind, shadcn/ui). Actions: plan, build, create, design, implement, review, fix, improve, optimize, enhance, refactor, check UI/UX code. Projects: website, landing page, dashboard, admin panel, e-commerce, SaaS, portfolio, blog, mobile app, .html, .tsx, .vue, .svelte. Elements: button, modal, navbar, sidebar, card, table, form, chart. Styles: glassmorphism, claymorphism, minimalism, brutalism, neumorphism, bento grid, dark mode, responsive, skeuomorphism, flat design. Topics: color palette, accessibility, animation, layout, typography, font pairing, spacing, hover, shadow, gradient.
Shift from rigid roles (PM, Designer, Engineer) towards a model where individuals use AI to bridge skill gaps, enabling smaller and flatter teams. Use in early-stage startups or innovation units where speed is critical.
Transform forecasting experiments into Airflow/Prefect pipelines with monitoring. Use when deploying forecasts to production. Trigger with 'generate pipeline' or 'create Airflow DAG'.
Generate daily and weekly codebase activity summaries from Azure DevOps (PRs, work items), local git commits, and Confluence. Use when asked about "what happened", "codebase activity", "team summary", "pr summary", or to understand what's going on in a large codebase.
Generate, validate, and refine Mermaid diagrams (flowcharts, sequence diagrams, class diagrams, state diagrams, Gantt charts, ERD, component diagrams). Use when creating visualizations, documenting workflows, system architectures, or data flows. Includes syntax validation and best practices guidance.
Generate architecture documentation using C4 model Mermaid diagrams. Use when asked to create architecture diagrams, document system architecture, visualize software structure, create C4 diagrams, or generate context/container/component/deployment diagrams. Triggers include "architecture diagram", "C4 diagram", "system context", "container diagram", "component diagram", "deployment diagram", "document architecture", "visualize architecture".
Validate architecture document completeness and quality against comprehensive checklist. Checks required sections, technology justifications, NFRs coverage, and generates quality score with actionable recommendations. Use after architecture creation to verify completeness, quality, and NFR coverage before implementation begins.
Generate phased implementation roadmaps from Architecture Decision Records
