Use when the user asks about a specific project or all projects — e.g. 'show me project X', 'project overview', 'what projects do I have', 'project summary
Systematic codebase exploration and architecture mapping.
CUDA kernel development, debugging, and performance optimization for Claude Code. Use when writing, debugging, or optimizing CUDA code, GPU kernels, or parallel algorithms.
RESTful API design principles, versioning, pagination, HATEOAS, and documentation.
Configures esbuild for extremely fast JavaScript/TypeScript bundling with plugins, code splitting, and build optimization.
AI and ML expert including PyTorch, LangChain, LLM integration, and scientific computing
Write testable product hypotheses with clear success metrics, baselines, targets, and timeframes. Produces a structured hypothesis statement, supporting evidence, a validation…
Builds enterprise React applications with Ant Design's comprehensive component library. Use when creating admin dashboards, data tables, complex forms, or enterprise UIs with…
Publish CLIs/TUIs to Homebrew via a personal tap. Use when asked to create or manage a Homebrew tap repo, generate or update formulae, compute sha256, test installs, or ship new…
Express.js middleware patterns, routing, error handling, security, and production best practices.
Builds accessible React applications with Chakra UI v3 components, tokens, and recipes. Use when creating styled component systems, theming, or accessible form controls.
LLVM IR and pass pipeline skill. Use when working directly with LLVM Intermediate Representation (IR), running opt passes, generating IR with llc, inspecting or writing LLVM IR…
Docker orchestration and CI/CD for IntelliFill. Use when configuring containers, writing workflows, or setting up environments.
Generate a structured PR description from the diff. Fetches the diff, analyzes changes, and optionally applies the description.
Builds LLM-powered applications with LangChain.js for chat, agents, and RAG. Use when creating AI applications with chains, memory, tools, and retrieval-augmented generation in…
Run local Go health checks (tests, coverage, lint) in Go repositories that contain go.mod/go.sum. Use when the user asks to run or interpret local Go test/coverage/lint workflows…
Deploys and hosts full-stack web applications on AWS Amplify with SSR support, CI/CD, and backend services.
Enforces the use of full file paths when referencing, editing, or creating files in the project. This rule ensures consistency and accuracy in file operations across the entire…
Use when working with Apple's MLX or MLX-LM: fact-checking current behavior against upstream source/runtime, patching MLX-based repos, porting PyTorch/JAX code to MLX, validating…