Data & AI

Implement features end-to-end in Laravel 12 + Inertia.js + React 19 + TypeScript. Use when buildingnew features, wiring controllers to pages, or implementing CRUD operations. EXCLUSIVE to fullstack-developer agent.

Generates full campaign page content structured for Kickstarter/Indiegogo using positioning, product, and voice assets.

Create Architecture Decision Records (ADRs) documenting significant technical decisions for the FF Analytics platform. This skill should be used when making architectural choices, evaluating alternatives for data models or infrastructure, documenting trade-offs, or when the user asks "should we use X or Y approach?" Guides through the ADR creation workflow from context gathering to documentation.

Creates detailed character profiles including backstory, personality traits, motivations, relationships, and character arcs. Use when the user needs help developing compelling, multi-dimensional characters for their story.

Guides systematic implementation of new sustainability metrics in OSS Sustain Guard using the plugin-based metric system. Use when adding metric functions to evaluate project health aspects like issue responsiveness, test coverage, or security response time.

Guide for implementing Google Cloud SDK (gcloud CLI) - a command-line tool for managing Google Cloud resources. Use when installing/configuring gcloud, authenticating with Google Cloud, managing projects/configurations, deploying applications, working with Compute Engine/GKE/App Engine/Cloud Storage, scripting gcloud operations, implementing CI/CD pipelines, or troubleshooting Google Cloud deployments.

Setup automated deployment with GitHub Actions, ghcr.io, and Portainer webhooks. Supports Traefik reverse proxy and multi-service Docker Compose. Use when user wants to setup CI/CD, deployment, or Portainer integration.

Use when creating or editing skills, before deployment, to verify they work under pressure and resist rationalization - applies RED-GREEN-REFACTOR cycle to process documentation by running baseline without skill, writing to address failures, iterating to close loopholes

Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.

Provides reverse engineering analysis support including function identification, data structure analysis, and behavior understanding. Use when analyzing unknown binaries, understanding program structure, or investigating binary behavior.

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

BigQuery Object Tables를 활용한 비정형 데이터(오디오, 이미지 등) 분석 및 Audio Analytics Agent 구축 가이드. GCS 데이터 연동, 메타데이터 캐싱, AI 모델 통합, ADK 에이전트 구현 패턴을 다룹니다.

User interface pattern. When Claude needs to create an editable text region that contains inline pills or tokens, along with the ability to add them using a mention menu.

Optimize input context for AI consumption using context engineering principles. Use when: (1) User wants to optimize content for AI/Claude explicitly, (2) User invokes with --foryou flag.

Guidelines for working with LLM context stored in the .llm/ directory.

检查每个US是否有对应的VS，生成覆盖率报告和修复建议。当设计文档创建后、CONSTRAINT验收前使用，避免US→VS覆盖率<100%导致验收失败。

Master OAuth 2.0 authorization patterns with OpenIddict and ABP Framework including permission-based authorization, role-based access control, custom claims, and multi-tenant security. Use when implementing authentication/authorization for ABP applications.

Kubernetes deployment patterns including Deployments, Services, Ingress, ConfigMaps, Secrets, resource management, health checks, and horizontal pod autoscaling. Covers kubectl commands, YAML manifests, and GitOps workflows. Use when deploying to Kubernetes, managing containers, setting up services, or troubleshooting pod issues.

分析结构化数据并生成统计报告和可视化建议

Work with ArcGIS Utility Networks for modeling and analyzing connected infrastructure. Use for network tracing, associations, and utility asset management.