What's on the bench.
Skill Creator
Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.
Bash Pro
Master of defensive Bash scripting for production automation, CI/CD pipelines, and system utilities. Expert in safe, portable, and testable shell scripts.
Documentation
Creates, structures, and reviews technical documentation following the Diátaxis framework (tutorials, how-to guides, reference, and explanation pages). Use when a user needs to write or reorganize docs, structure a tutorial vs. a how-to guide, build reference docs or API documentation, create explanation pages, choose between Diátaxis documentation types, or improve existing documentation structure. Trigger terms include: documentation structure, Diátaxis, tutorials vs how-to guides, organize docs, user guide, reference docs, technical writing.
Bats Testing Patterns
Master Bash Automated Testing System (Bats) for comprehensive shell script testing. Use when writing tests for shell scripts, CI/CD pipelines, or requiring test-driven development of shell utilities.
Database Migration
Execute database migrations across ORMs and platforms with zero-downtime strategies, data transformation, and rollback procedures. Use when migrating databases, changing schemas, performing data transformations, or implementing zero-downtime deployment strategies.
Tensorflow And Deep Learning Rules
TensorFlow and deep learning rules for building, training, evaluating, and deploying neural network models
Docx
Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files). Triggers include: any mention of 'Word doc', 'word document', '.docx', or requests to produce professional documents with formatting like tables of contents, headings, page numbers, or letterheads. Also use when extracting or reorganizing content from .docx files, inserting or replacing images in documents, performing find-and-replace in Word files, working with tracked changes or comments, or converting content into a polished Word document. If the user asks for a 'report', 'memo', 'letter', 'template', or similar deliverable as a Word or .docx file, use this skill. Do NOT use for PDFs, spreadsheets, Google Docs, or general coding tasks unrelated to document generation.
Qbr Builder
Create Quarterly Business Reviews with account health scores, usage analytics, ROI analysis, expansion opportunities, and risk mitigation
Sop Builder
Create Standard Operating Procedures with step-by-step workflows, RACI matrices, process maps, approval chains, and version control
Deobfuscating JavaScript Malware
Deobfuscates malicious JavaScript code used in web-based attacks, phishing pages, and dropper scripts by reversing encoding layers, eval chains, string manipulation, and control flow obfuscation to reveal the original malicious logic. Activates for requests involving JavaScript malware analysis, script deobfuscation, web skimmer analysis, or obfuscated dropper investigation.
Content Marketer
Elite content marketing strategist specializing in AI-powered content creation, omnichannel distribution, SEO optimization, and data-driven performance marketing.
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