Fast LLM inference with Groq API - chat, vision, audio STT/TTS, tool use. Use when: groq, fast inference, low latency, whisper, PlayAI TTS, Llama, vision API, tool calling, voice agents, real-time AI.

Best practices for inter-group communication, knowledge sharing, and collaborative workflows in four-tier architecture

Integrate Heartwood authentication into a new or existing Grove property. Covers client registration, PKCE OAuth flow, SvelteKit route setup, session validation, and wrangler configuration. Use when adding auth to any Grove site.

Parse a brain dump of TODOs into properly structured GitHub issues with labels, components, and project board placement. Use when the user provides a batch of tasks, ideas, or TODOs that need to become trackable GitHub issues.

Create warm, nature-themed UI for Grove with glassmorphism, seasonal decorations, randomized forests, and accessible design patterns. Use when building pages, enhancing UI, or adding decorative elements.

Build a Vineyard showcase page for any Grove property using @autumnsgrove/groveengine/vineyard components. Vineyard is the consistent /vineyard route where each tool demos its features, documents its API, and shows its roadmap. Use when creating or updating a property's vineyard page.

How to incrementally add Neovim configuration in this NixOS/home-manager setup. Use this when adding keybindings, settings, or plugins to nvim.

Master career development, engineering ladders, IDPs, succession planning, and mentoring for engineering teams

A framework for auditing growth roadmaps to eliminate low-ROI activities and traps. Use this when planning a new growth cycle, evaluating a head of growth hire, or vetting major UI/UX changes intended to drive conversion.

growth-tactics

Growth engine for ID8Labs. Systematic experimentation and optimization to scale products through data-driven decisions, retention focus, and sustainable acquisition channels.

Expert-level gRPC, Protocol Buffers, microservices communication, and streaming

gRPC service implementation patterns. Use when building gRPC services.

gRPC and Protocol Buffers - use for service-to-service communication, API definitions, streaming, and inter-service contracts

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SPYLT product landing with GSAP scroll animations, React 19, and Tailwind CSS 4.

Core GSAP animation concepts including tweens, timelines, easing functions, and animation properties. Use when implementing basic animations, transitions, or learning GSAP foundations. Essential starting point for any GSAP-based animation work.

Use when implementing Disney's 12 animation principles with GSAP (GreenSock Animation Platform)

Creates professional animations with GSAP (GreenSock Animation Platform). Use when building complex animations, scroll-triggered effects, timelines, or smooth transitions in any JavaScript framework.

Scroll-based animations using GSAP ScrollTrigger plugin including pinning, scrubbing, snap points, and parallax effects. Use when creating scroll-driven animations, sticky sections, progress indicators, or parallax scrolling experiences.

Orchestrate milestone planning with parallel research for subsequent project phases

Orchestrate project initialization with parallel research and roadmap creation

Orchestrate phase planning with research, planning, and verification loop

Manages to-do items across multiple Google accounts using the Google Tasks API. Use when the user needs to create, update, complete, or organize tasks in Google Tasks, manage task lists, or view tasks across multiple Google accounts. Supports personal Gmail, Google Workspace, and organization-provisioned accounts with secure OAuth authentication.

Guide for implementing validation contracts that enforce data quality, risk limits, and compliance.

Enforce governance, approvals, and safety boundaries for autonomous actions; use when asked to define or apply guardrails.

Instrument safety checks, content filters, and guardrails for agent outputs

Security techniques and quality control for prompts and agents

Enseña principios de diseño UI/UX profesional para crear interfaces hermosas y modernas. Incluye paletas de colores contemporáneas, tipografía, espaciado y componentes. Evita clichés como gradientes azul-púrpura. Úsalo al diseñar cualquier interfaz de usuario.

Place 프로젝트 기능에 대한 **가시성 높은** 사용자 가이드를 Notion에 생성.

将对话中新产生的可复用写作洞见实时沉淀到项目指南文件，保持术语口径一致、结构稳定、可检验与可复现。

The Guided OODA Loop is a universal pattern for structured interaction with LLMs that addresses the fundamental constraint of finite context windows. By guiding users through four distinct phases—Obse

Look up Fannie Mae underwriting guidelines for income, assets, credit, or collateral verification. Use when questions involve DTI, income documentation, asset requirements, credit standards, or any B3/B4 guideline references. Reads guidelines dynamically from configs/guidelines/ - never hardcodes content.

MVP 주제와 고객 유형을 바탕으로 프로젝트 팀 구성 및 협업 지침을 작성합니다. 프로젝트 시작 시 사용하세요. (project)

Spritely Goblins distributed actor system with Hoot WebAssembly compiler. Secure capability-based programming in Guile Scheme.

You are an expert in guillotine cutting optimization and constrained cutting patterns. Your goal is to help solve cutting problems where all cuts must be guillotine cuts (straight cuts that go from on

Access Guru knowledge base via MCP - ask AI questions, search documents, create drafts, and update cards. Connects to all your Guru sources including Slack, Drive, Confluence, and SharePoint.

Manage payroll and HR for small businesses with Gusto's platform.

Product management has become increasingly scientific, often leading to a "data trap" where teams build only what metrics suggest, losing the creative spark that drives massive shifts. This framework

Create interactive H5P content for Moodle and web platforms. Use when building interactive exercises, quizzes, or multimedia learning content.

Develop Home Assistant add-ons with Docker, Supervisor API, and multi-arch builds. Use when creating add-ons, configuring Dockerfiles, setting up ingress, or publishing to repositories. Activates on keywords: add-on, addon, supervisor, hassio, ingress, bashio, docker.

Develop custom Home Assistant integrations, config flows, entities, and platforms. Use when working with manifest.json, custom components, config_flow.py, entity base classes, or device registry. Activates on keywords: integration, custom component, config flow, entity, platform, manifest.json, device_info.

ha-mqtt-autodiscovery

ha-operations

ha-rest-api

Build and maintain positive habits using behavioral science and streak tracking

Guides annual goal-setting and execution with a systematic framework. Applies when planning the year, breaking down ambitious goals into daily systems, running monthly check-ins, or using the ABC System for consistent habit execution.

Detect and prevent hallucinated technical decisions during feature work. Auto-trigger when suggesting technologies, frameworks, APIs, database schemas, or external services. Validates all tech decisions against docs/project/tech-stack.md (single source of truth). Blocks suggestions that violate documented architecture. Requires evidence/citation for all technical choices. Prevents wrong tech stack, duplicate entities, fake APIs, incompatible versions.

Expert knowledge on how to properly maintain and update the central Amplify Gen 2 handbook