What's on the bench.
Postmortem Writing
Write effective blameless postmortems with root cause analysis, timelines, and action items. Use when conducting incident reviews, writing postmortem documents, or improving incident response processes.
Content Marketer
Elite content marketing strategist specializing in AI-powered content creation, omnichannel distribution, SEO optimization, and data-driven performance marketing. Masters modern content tools, social media automation, and conversion optimization with 2024/2025 best practices. Use PROACTIVELY for comprehensive content marketing.
Cicd Automation Deployment Engineer
Expert deployment engineer specializing in modern CI/CD pipelines, GitOps workflows, and advanced deployment automation. Masters GitHub Actions, ArgoCD/Flux, progressive delivery, container security, and platform engineering. Handles zero-downtime deployments, security scanning, and developer experience optimization. Use PROACTIVELY for CI/CD design, GitOps implementation, or deployment automation.
GitLab CI Patterns
Build GitLab CI/CD pipelines with multi-stage workflows, caching, and distributed runners for scalable automation. Use when implementing GitLab CI/CD, optimizing pipeline performance, or setting up automated testing and deployment.
Invoice Chase
Drafts overdue-invoice reminder emails from QuickBooks and PayPal data, matched to each customer's payment history and tone (gentle for good customers, firm for repeat late payers). Sends via PayPal with owner approval; non-PayPal invoices queue as mail drafts. Use when the user asks "who owes me money," mentions overdue invoices, or wants to follow up on unpaid invoices.
Vendor Review
Evaluate a vendor — cost analysis, risk assessment, and recommendation. Use when reviewing a new vendor proposal, deciding whether to renew or replace a contract, comparing two vendors side-by-side, or building a TCO breakdown and negotiation points before procurement sign-off.
Vercel Deployment
Best practices for Vercel deployments including serverless functions, Edge Runtime, middleware, caching, environment variables, and CI/CD configuration
Toss Style Design System Rules
Toss-style UI design rules for disciplined spacing, typography, grayscale hierarchy, restrained color, cards, metrics, dark mode, and accessibility
Tanstack Start
TanStack Start full-stack React framework using server functions, API routes, SSR, streaming with defer(), and multi-platform deployment via Vinxi/Nitro
Tanstack Router
Type-safe routing with TanStack Router v1 for React apps, including file-based routing, loaders, search params validation, auth guards, and TanStack Query integration
Tanstack Query
TanStack Query v5 (React Query) patterns including queryOptions helper, query key factories, mutations, optimistic updates, infinite queries, Suspense mode, and prefetching
Devsecops Ssdlc Appsec Cursor Rule
Cursor rules for secure coding, secret handling, dependency hygiene, authentication, authorization, security testing, and compliance documentation.
Ros And Ros2 Rules
ROS and ROS2 rules for packages, nodes, launch files, messages, services, actions, simulation, and testing
React Tanstack Router Query
React SPA with TanStack Router v1 + TanStack Query v5 — the definitive pattern for zero-loading-spinner routing, type-safe URLs, and cache-first data
React Router V7 Rules
React Router v7 rules for framework mode, data routers, loaders, actions, route modules, and progressive enhancement
Nextjs Tanstack Query
Next.js App Router combined with TanStack Query v5 — HydrationBoundary pattern, Server Actions as mutations, optimistic updates, and infinite scroll
Google Adk Rules
Google Agent Development Kit rules for agents, tools, sessions, memory, artifacts, evaluation, and deployment
Gamemaker Gml Rules
GameMaker Language (GML) rules for scripts, objects, events, rooms, data structures, and performance-minded game code
Fortran Programming Guidelines
Modern Fortran rules for scientific computing, modules, explicit interfaces, kind parameters, memory safety, and testing
Embedded Mcu Stm32 And Hal Rules
Embedded C/C++ rules for MCU, STM32, HAL, interrupts, DMA, memory constraints, and hardware-focused testing
Docker Rules
Docker production rules. Pinned versions, multi-stage builds, non-root user, minimal attack surface.
Clean Code Guidelines
Guidelines for writing clean, maintainable, and human-readable code. Apply these rules when writing or reviewing code to ensure consistency and quality.
Blender Python Add On Rules
Blender Python add-on rules for operators, panels, properties, registration, testing, and API-safe scripting
Automl And Hyperparameter Optimization Rules
AutoML and hyperparameter optimization rules for Python ML projects using Ray Tune, Optuna, PyCaret, and time-series AutoML libraries