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Development

Frameworks, languages, and architectural tools.

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architecture-patterns

520

release-it

Build production-ready systems with stability patterns: circuit breakers, bulkheads, timeouts, and retry logic. Use when the user mentions "production outage", "circuit breaker", "timeout strategy", "deployment pipeline", "chaos engineering", "bulkhead pattern", "retry with backoff", or "health checks". Also trigger when designing resilient microservices, planning zero-downtime deployments, or investigating cascading failure scenarios. Covers capacity planning, health checks, and anti-fragility patterns. For data systems, see ddia-systems. For system architecture, see system-design.

wondelai

development

architecture-patterns

520

system-design

Design scalable distributed systems using structured approaches for load balancing, caching, database scaling, and message queues. Use when the user mentions "system design", "scale this", "high availability", "rate limiter", "design a URL shortener", "system design interview", "capacity planning", or "distributed architecture". Also trigger when estimating infrastructure requirements, choosing between microservices and monoliths, or designing for millions of concurrent users. Covers common system designs and back-of-the-envelope estimation. For data fundamentals, see ddia-systems. For resilience, see release-it.

wondelai

development

frontend

520

refactoring-ui

Audit and fix visual hierarchy, spacing, color, and depth in web UIs. Use when the user mentions "my UI looks off", "fix the design", "Tailwind styling", "color palette", "visual hierarchy", "design system", "spacing scale", or "component styling". Also trigger when building consistent design tokens, creating dark mode themes, improving data visualization clarity, or polishing UI details before launch. Covers grayscale-first workflow, constrained design scales, shadows, and component styling. For typeface selection, see web-typography. For usability audits, see ux-heuristics.

wondelai

development

mobile

520

ios-hig-design

Design native iOS interfaces following Apple Human Interface Guidelines. Use when the user mentions "iPhone app", "iPad layout", "SwiftUI", "UIKit", "Dynamic Island", "safe areas", "HIG compliance", "SF Symbols", "haptic feedback", or "iOS accessibility". Also trigger when building tab bars, navigation stacks, sheets, or modals for iOS, implementing dark mode, or adapting layouts for different screen sizes. Covers navigation patterns, accessibility, SF Symbols, and platform conventions. For general UI polish, see refactoring-ui. For affordance design, see design-everyday-things.

wondelai

development

gaming

519

data-viz

Build modern, interactive data visualizations and dashboards using code-based component libraries (shadcn/ui, Recharts, Tremor, Nivo, D3, Victory, visx). Use this skill whenever the user asks to visualize data, build dashboards, create analytics views, chart metrics, tell a data story, build a reporting interface, create KPI cards, plot graphs, or explore a dataset — even if they mention PowerBI, Tableau, Streamlit, Metabase, Looker, Grafana, or similar tools. Also trigger when the user says "make a dashboard", "show me the data", "chart this", "visualize trends", "build an analytics page", "data story", or anything involving turning raw data into interactive visual interfaces. If the task involves presenting data visually — this is the skill. Always prefer building a real, interactive, code-based UI over exporting to or recommending a BI platform.

AltimateAI

development

package-distribution

519

release

Release a new version of the remix-forms npm package. Bump version, build, publish, and create a GitHub release. Use when the user mentions releasing, publishing, cutting a release, or shipping a new version.

seasonedcc

development

cms-platforms

518

skill-creator

Guide for creating, iterating, and distributing effective skills. Use when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations. Also handles skill export (download as ZIP) and publishing to Wegent system.

wecode-ai

development

framework-internals

517

elodin-iree

Work with the IREE runtime FFI crate. Use when modifying libs/iree-runtime/, writing code that executes VMFB modules from Rust, compiling MLIR test fixtures, updating the IREE nix package, or working on the IREE execution backend.

elodin-sys

development

package-distribution

517

nox-py-dev

Contribute to the Elodin Python SDK (nox-py). Use when editing PyO3 bindings in libs/nox-py/, adding new Python API surface, modifying the JAX integration, working on component/system compilation, or changing the Python package in python/elodin/.

elodin-sys

development

package-distribution

517

elodin-simulation

Create and modify physics simulations using the Elodin Python SDK. Use when writing or editing simulation Python files, defining components or systems, spawning entities, configuring 6DOF physics, setting up visualization, or integrating with SITL/HITL workflows.

elodin-sys

development

package-distribution

517

elodin-nix

Work with the Nix development environment and NixOS configurations in Elodin. Use when troubleshooting nix develop, modifying flake.nix, adding Nix packages, setting up OrbStack VMs for Linux builds on macOS, or developing Aleph NixOS modules.

elodin-sys

development

mobile

516

release-manager

Manage and execute AdMob plugin releases. Use when bumping versions, generating changelogs, or validating GitHub release assets to ensure consistency across Godot, Android, and iOS.

poingstudios

development

mobile

516

sync

Rigorous multi-platform feature synchronization for Godot AdMob. Use when adding or modifying ad formats, consent flows, or bridge methods to ensure GDScript, C#, Android, and iOS implementations are perfectly in sync.

poingstudios

development

cms-platforms

515

publish-weekly

使用 Payload REST API 将周刊写入 CMS（发布为草稿），通过 users API Key 认证。

miantiao-me

development

backend

514

api-conventions

MX Space API design conventions. Apply when writing controllers, API endpoints, or handling HTTP requests.

mx-space

development

backend

514

zod-patterns

MX Space project Zod schema patterns. Apply when creating DTOs, validation schemas, or handling request validation.

mx-space

development

cms-platforms

514

typegoose-patterns

MX Space project TypeGoose model patterns. Apply when creating data models, defining schemas, or handling MongoDB operations.

mx-space

development

full-stack

514

create-module

Create a new NestJS module with controller, service, model, and schema files. Use when adding new feature modules, API endpoints, or business domains.

mx-space

development

architecture-patterns

512

aws-lambda-durable-functions

Build resilient, long-running, multi-step applications with AWS Lambda durable functions with automatic state persistence, retry logic, and orchestration for long-running executions. Covers the critical replay model, step operations, wait/callback patterns, error handling with saga pattern, testing with LocalDurableTestRunner. Triggers on phrases like: lambda durable functions, workflow orchestration, state machines, retry/checkpoint patterns, long-running stateful Lambda functions, saga pattern, human-in-the-loop callbacks, and reliable serverless applications.

awslabs

development

architecture-patterns

512

model-deployment

Generates a Jupyter notebook that deploys fine-tuned models from SageMaker Serverless Model Customization to SageMaker endpoints or Bedrock. Use when the user says "deploy my model", "create an endpoint", "make it available", or asks about deployment options. Identifies the correct deployment pathway (Nova vs OSS), generates deployment code, and handles endpoint configuration.

awslabs

development

backend

512

api-gateway

Build, manage, and operate APIs with Amazon API Gateway (REST, HTTP, and WebSocket). Triggers on phrases like: API Gateway, REST API, HTTP API, WebSocket API, custom domain, Lambda authorizer, usage plan, throttling, CORS, VPC link, private API. Also covers troubleshooting API Gateway errors (4xx, 5xx, timeout, CORS failures) and IaC templates containing API Gateway resources. For general REST API design unrelated to AWS, do not trigger.

awslabs

development

package-distribution

511

release

Run a Cyrus release by publishing all packages to npm in the correct dependency order, updating changelogs, and creating git tags.

ceedaragents

development

framework-internals

511

webgpu-threejs-tsl

Comprehensive guide for developing WebGPU-enabled Three.js applications using TSL (Three.js Shading Language). Covers WebGPU renderer setup, TSL syntax and node materials, compute shaders, post-processing effects, and WGSL integration. Use this skill when working with Three.js WebGPU, TSL shaders, node materials, or GPU compute in Three.js.

dgreenheck

development

package-distribution

511

cyrus-setup-prerequisites

Check and install prerequisites for Cyrus — Node.js, jq, gh CLI, and the cyrus-ai npm package.

ceedaragents

development

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