speculative-decoding

21.8k

davila7

Accelerate LLM inference using speculative decoding, Medusa multiple heads, and lookahead decoding techniques. Use when optimizing inference speed (1.5-3.6× speedup), reducing latency for real-time applications, or deploying models with limited compute. Covers draft models, tree-based attention, Jacobi iteration, parallel token generation, and production deployment strategies.

medusa

521

alinaqi

Medusa headless commerce - modules, workflows, API routes, admin UI

storefront-best-practices

97

medusajs

ALWAYS use this skill when working on ecommerce storefronts, online stores, shopping sites. Use for ANY storefront component including checkout pages, cart, payment flows, product pages, product listings, navigation, homepage, or ANY page/component in a storefront. CRITICAL for adding checkout, implementing cart, integrating Medusa backend, or building any ecommerce functionality. Framework-agnostic (Next.js, SvelteKit, TanStack Start, React, Vue). Provides patterns, decision frameworks, backend integration guidance.

learning-medusa

97

medusajs

Load automatically when user asks to learn Medusa development (e.g., "teach me how to build with medusa", "guide me through medusa", "I want to learn medusa"). Interactive guided tutorial where Claude acts as a coding bootcamp instructor, teaching step-by-step with checkpoints and verification.

building-storefronts

97

medusajs

Load automatically when planning, researching, or implementing Medusa storefront features (calling custom API routes, SDK integration, React Query patterns, data fetching). REQUIRED for all storefront development in ALL modes (planning, implementation, exploration). Contains SDK usage patterns, frontend integration, and critical rules for calling Medusa APIs.

building-admin-dashboard-customizations

97

medusajs

Load automatically when planning, researching, or implementing Medusa Admin dashboard UI (widgets, custom pages, forms, tables, data loading, navigation). REQUIRED for all admin UI work in ALL modes (planning, implementation, exploration). Contains design patterns, component usage, and data loading patterns that MCP servers don't provide.

building-with-medusa

97

medusajs

Load automatically when planning, researching, or implementing ANY Medusa backend features (custom modules, API routes, workflows, data models, module links, business logic). REQUIRED for all Medusa backend work in ALL modes (planning, implementation, exploration). Contains architectural patterns, best practices, and critical rules that MCP servers don't provide.

medusa

15

oimiragieo

Medusa v2 rules and best practices for modular commerce architecture, Workflow SDK, data models, services, and admin customizations.

medusa-pro-max

8

jackhuynh95

Medusa.js workflow intelligence. Returns processing, refunds, order management, e-commerce workflows. Actions: design, implement, search, generate, review, optimize, debug, structure, architect, refactor workflow code. Components: workflow steps, compensation logic, hooks, modules, services, API routes, subscribers. Patterns: idempotent steps, reversible workflows, long-running tasks, saga pattern, error handling, retry logic. Topics: Medusa.js, workflow API, step functions, module architecture, database transactions, event-driven design, TypeScript, PostgreSQL, Redis. (project)