DevOps

Orchestrator guiding developers through implementation, debugging, and verification phases across specialized code quality skills (project)

Use when editing or improving figure legends that lack complete independence, missing statistical notation (n=, P values), or insufficient panel descriptions - ensures self-contained CNS-quality legends

Event-driven architecture patterns with Apache Kafka. Covers event schemas, producer/consumer patterns, partitioning strategies, dead letter queues, and retry mechanisms. Works with Dapr Pub/Sub abstraction.

Production deployment patterns for Composable Svelte SSR applications. Use when deploying to Fly.io, Docker, or any cloud platform. Covers multi-stage Docker builds, Fly.io configuration, security hardening, performance optimization, and integration with Composable Rust backends.

Use this skill for Next.js App Router patterns, Server Components, Server Actions, Cache Components, and framework-level optimizations. Covers Next.js 16 breaking changes including async params, proxy.ts migration, Cache Components with "use cache", and React 19.2 integration. For deploying to Cloudflare Workers, use the cloudflare-nextjs skill instead. This skill is deployment-agnostic and works with Vercel, AWS, self-hosted, or any platform. Keywords: Next.js 16, Next.js App Router, Next.js Pages Router, Server Components, React Server Components, Server Actions, Cache Components, use cache, Next.js 16 breaking changes, async params nextjs, proxy.ts migration, React 19.2, Next.js metadata, Next.js SEO, generateMetadata, static generation, dynamic rendering, streaming SSR, Suspense, parallel routes, intercepting routes, route groups, Next.js middleware, Next.js API routes, Route Handlers, revalidatePath, revalidateTag, next/navigation, useSearchParams, turbopack, next.config

Integrates SonarQube for continuous code quality analysis. Configures server setup, GitHub Actions workflows, quality gates, and security scanning (SAST, DAST, SCA).

Collect changed files from git diff and explicit paths, categorize by type, output manifest.

Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement or blind implementation

Master Analytic philosophy methods, debates, and key figures. Use for: logical analysis, philosophy of language, philosophy of mind, metaphysics, epistemology in the analytic tradition. Triggers: 'analytic', 'Frege', 'Russell', 'Wittgenstein', 'logical positivism', 'Vienna Circle', 'possible worlds', 'modal logic', 'qualia', 'functionalism', 'physicalism', 'Kripke', 'Putnam', 'Davidson', 'Quine', 'ordinary language', 'thought experiment', 'conceptual analysis', 'naturalism', 'supervenience'.

Evaluate and upgrade test suites with TDD/BDD rigor, coverage tracking, and reproducible evidence.

Use when researching library documentation with Context7 MCP tools for official patterns and best practices

This skill should be used when "creating Obsidian notes", "formatting frontmatter", "using Dataview syntax", "embedding images in Obsidian", or when working with Obsidian-specific markdown features. Provides expertise in YAML frontmatter, Dataview queries, wikilinks, and Obsidian markdown conventions.

PostCSS configuration template and validation logic for Tailwind CSS processing with Autoprefixer. Includes 4 required standards (required base plugins, critical plugin order with tailwindcss first and autoprefixer last, file naming as postcss.config.js, required dependencies). Use when creating or auditing postcss.config.js files to ensure correct CSS build pipeline.

Guide execution plan creation using the standard template. Execution plan organizes user stories into waves with agent assignments and verification gates. Use when PM agent drafts or updates an execution plan, or when validating wave structure and dependencies.

Music news and recommendations based on Spotify listening history. Use for music news, new releases, recommendations, what to listen to in specific situations (commute, workout, travel), artist updates, or concert announcements.

This skill should be used when the user asks to "create a machine class", "configure Proxmox provider", "debug provider registration", "set up CEL storage selectors", "troubleshoot Omni provider", "check provider status", "create a Talos cluster", or needs guidance on Omni + Proxmox infrastructure integration for Talos Kubernetes clusters.

Product roadmap prioritization and feature decision framework. Use when the user needs help deciding what to build next, evaluating feature ideas, prioritizing their backlog, challenging feature requests, planning their product roadmap, or when they ask questions like "should I build this feature?", "what should I work on next?", "help me prioritize", "is this feature worth building?", or when discussing product strategy and feature decisions.

Access official Claude Code documentation including comprehensive guides on hooks, MCP servers, agent skills, slash commands, settings, CLI reference, security, memory, plugins, and troubleshooting. Use when the user asks about Claude Code features, configuration, capabilities, or best practices. ALWAYS use this skill instead of guessing about Claude Code functionality - it contains the authoritative documentation from docs.anthropic.com with automatic updates. Also includes comprehensive skill creation guide with helper scripts when users want to create new skills.

Main TDD workflow command. Finds next test in PLAN.md and executes complete TDD cycle automatically. This is the primary command for TDD development as specified in CLAUDE.md.

Expert code writer specializing in production-grade Python, FastAPI, and microservices development. Activated for writing clean, maintainable, well-tested code following best practices for the SaaS platform.