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Design schemas, resolvers, and subscriptions.

Use when designing GraphQL schemas with type system, SDL patterns, field design, pagination, directives, and versioning strategies for maintainable and scalable APIs.

Build efficient, type-safe GraphQL APIs with proper schema design and resolver patterns.

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Secure GraphQL APIs - authentication, authorization, rate limiting, and validation

GraphRAG implementation patterns for hybrid search, Text2Cypher, and agentic retrieval. Use when implementing RAG workflows with Neo4j.

Create complex graph visualizations using Graphviz DOT language, with both source code and pre-rendered images.

Query electricity grid data from US Independent System Operators (ISOs) using the GridStatus.io API. Access real-time and historical data for load, pricing (LMP), generation, fuel mix, and more.

Design guide RNAs for CRISPR-Cas9/Cas12a experiments using CRISPRscan and local scoring algorithms. Score guides for on-target activity using Rule Set 2 and Azimuth models. Use when designing sgRNAs for gene knockout, activation, or repression experiments.

Complex GSAP timelines including labels, callbacks, nested timelines, and position parameters. Use when orchestrating multi-step animations, building animation sequences, or creating coordinated motion. Essential for cinematic animations and complex UI choreography.

Gather phase context through adaptive questioning before planning

B2B go-to-market strategy, pricing models, ICP development, positioning, and competitive intelligence. Use when planning GTM strategy, setting pricing, defining ICP, or evaluating opportunities.

Comprehensive design principles and best practices for creating beautiful, functional GUI applications including dashboards, web apps, and mobile apps

Builds and maintains cumulative guidance inventory for a company. Use when collecting historical guidance, updating guidance after earnings, preparing context for prediction/attribution workflows, or when user asks about company outlook, earnings guidance, management expectations, forward forecasts, or FY/quarterly targets.

ha-button-cards

ha-conditional-cards

ha-custom-cards

ha-dashboard-cards

ha-dashboard-layouts

Configure Home Assistant Lovelace dashboards, cards, views, and themes. Use when working with dashboard YAML, card configuration, view layouts, custom cards, or frontend theming.

Set up Home Assistant energy monitoring with dashboards, solar, grid, and device tracking. Use when configuring energy sensors, utility meters, statistics, or analyzing consumption. Activates on keywords: energy dashboard, solar, grid, consumption, kWh, utility meter, power monitoring, state_class, device_class: energy.

ha-mushroom-cards

ha-validate-dashboards

Configure Home Assistant Assist voice control with pipelines, intents, wake words, and speech processing. Use when setting up voice control, creating custom intents, configuring TTS/STT, or building voice satellites. Activates on keywords: Assist, voice control, wake word, intent, sentence, TTS, STT, Piper, Whisper, Wyoming.

Upload Haskell packages to Hackage. Use when the user asks to publish, release, or upload to Hackage.

handler-http

Harness CD (Continuous Delivery) for Kubernetes, Helm, Terraform, ECS, and serverless deployments with GitOps, approval gates, rollback strategies, and multi-environment promotion

Harness Code repository workflows, triggers, PR pipelines, branch protection, and GitOps integration for AWS EKS deployments

AWS EKS deployment patterns via Harness CD - Native Helm, Kubernetes manifests, and GitOps strategies with rolling, canary, and blue-green deployments

Keycloak OIDC integration with Harness pipelines, EKS IRSA, service account authentication, and realm-as-code patterns

Calculate cryptographic hashes (MD5, SHA1, SHA256, SHA512) for text and files. Compare hashes, verify integrity, and batch process directories.

Complete guide for Hasura GraphQL Engine including instant GraphQL APIs, permissions, authentication, event triggers, actions, and production deployment

Use when interacting with Hetzner Cloud via command line - managing servers, networks, volumes, load balancers, firewalls, DNS, or any cloud infrastructure operations with hcloud CLI

Run Claude Code in headless/programmatic mode for automation, CI/CD, and agent workflows. Use when user asks about headless mode, programmatic execution, scripting Claude, or automating Claude workflows.

Implement comprehensive health check endpoints for liveness, readiness, and dependency monitoring. Use when deploying to Kubernetes, implementing load balancer health checks, or monitoring service availability.

Implement health check endpoints for load balancers, Kubernetes, and monitoring. Covers liveness, readiness, and dependency checks.

hecras_explore_gui

Configure ArgoCD Applications and ApplicationSets for GitOps-based Helm deployments with sync policies and multi-environment support. Use when setting up ArgoCD Applications for Helm charts, configuring multi-environment deployments with ApplicationSets, implementing GitOps workflows, configuring sync policies and strategies, or setting up progressive delivery with Argo Rollouts.

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Expert-level Helm 3 package management, chart development, templating, and production operations

hetzner-cloud-management

Guidance for deploying HuggingFace models as inference APIs/services. This skill applies when tasks involve downloading pre-trained models from HuggingFace Hub, creating REST APIs for model inference, building Flask/FastAPI services around ML models, or setting up sentiment analysis, text classification, or other NLP inference endpoints.

Visualize Hi-C contact matrices, TADs, loops, and genomic features using matplotlib, cooltools, and HiCExplorer. Create triangle plots, virtual 4C, and multi-track figures. Use when visualizing contact matrices or genomic features.

A three-level framework for building, scaling, and dominating a marketplace. Use it when launching a new marketplace to determine initial scope, when deciding whether to expand into new categories/geographies, or when diagnosing why a marketplace is growing but not becoming more profitable.

Create sophisticated economic data analyses and visualizations for higher education stakeholders using FRED (Federal Reserve Economic Data). Use this skill when users request: (1) Analysis of student loan debt, unemployment by education level, or earnings data, (2) Dashboard or visual presentations of higher ed economic indicators, (3) Narrative reports on higher education ROI or economic value, (4) Data-driven communications for institutional stakeholders (trustees, enrollment management, financial aid offices), or (5) Integration of FRED API data into interactive visualizations.

Statistical methods for calling hits in CRISPR screens. Covers MAGeCK, BAGEL2, drugZ, and custom approaches for identifying essential and resistance genes. Use when identifying significant genes from screen count data after QC passes.

A premium, minimal, animated Todo App homepage with a strong hero message, refined typography, floating icons, and a single focused CTA — visually aligned with black-pink glassmorphism used across auth and dashboard.

Unified homoiconic graph rewriting - λ-calculus, interaction nets, ACSets, CUDA parallelism

Design hook-based event systems for ADW observability. Use when implementing real-time event broadcasting, creating hook pipelines, or building agent activity monitoring.