Model documentation skill for generating model cards following Google's model card framework.
Skills（SKILL.md）は、AIエージェント（Claude Code、Cursor、Codexなど）に特定の能力を追加するための設定ファイルです。
詳しく見る →Model documentation skill for generating model cards following Google's model card framework.
ML-specific testing skill using pytest with fixtures for data, models, and predictions.
Seldon Core deployment skill for model serving, A/B testing, and canary deployments on Kubernetes.
Run accessibility audits with axe-core and screen reader testing for desktop applications
Generate CI test matrix for Windows, macOS, and Linux combinations
Generate and validate electron-builder configuration for multi-platform desktop builds with code signing, auto-update, and platform-specific packaging
Generate mocks for Electron APIs (ipcMain, ipcRenderer, dialog, etc.) for unit testing
Generate system tray and context menu configurations with platform-specific icons, menu templates, and event handling
Register and manage global keyboard shortcuts across desktop platforms
Generate entitlements.plist with appropriate sandbox capabilities for macOS applications
Generate .NET MAUI project with platform-specific handlers for desktop and mobile
Configure Playwright for comprehensive Electron application testing including E2E tests, visual regression, accessibility audits, and cross-platform test matrices
Generate CMake-based Qt project with proper module dependencies, cross-compilation support, and modern Qt6 configuration
Generate Qt Test fixtures with mock QObject signals and slots, data-driven tests, and GUI testing setup
Generate RPM spec files for Fedora, RHEL, and CentOS distributions
Cross-platform screen and window capture for screenshots and recording
Set up Spectron (deprecated) tests for legacy Electron application testing
Configure Swift Package Manager with platform-specific dependencies and build settings
Generate SwiftUI views with proper state management (@State, @Binding, @ObservedObject, @StateObject) and macOS-specific patterns
Configure visual regression testing with Percy, Chromatic, or custom screenshot comparison
Generate XCTest UI tests for macOS applications with accessibility identifiers and page object patterns
AWS-specific infrastructure and services expertise for cloud operations and architecture
Azure-specific infrastructure and services expertise for cloud operations and architecture
Multi-platform CI/CD pipeline expertise. Generate GitHub Actions, GitLab CI, Jenkins, and Azure Pipelines configurations. Analyze failures, optimize execution time, validate syntax, and configure matrix builds and caching strategies.
Multi-cloud cost analysis and optimization expertise for FinOps practices
GCP-specific infrastructure and services expertise for cloud operations and architecture
GitOps tooling expertise for Argo CD and Flux-based continuous delivery
Expert Helm chart development and management skill for Kubernetes package management
Incident management platform integration for PagerDuty, Opsgenie, and related tools
Structured log analysis and aggregation expertise for observability and troubleshooting
Expert skill for Prometheus metrics and Grafana dashboards. Write and validate PromQL queries, generate Grafana dashboard JSON, create alerting and recording rules, analyze metric cardinality, and debug scrape configurations.
Enterprise secrets management across platforms. Manage secrets with HashiCorp Vault, AWS Secrets Manager, Azure Key Vault, GCP Secret Manager, and Kubernetes secrets. Configure rotation, policies, and access controls.
Service mesh configuration and operations expertise for Istio, Linkerd, and Consul Connect
Specialized skill for Terraform and Infrastructure as Code operations. Execute terraform commands, validate HCL, analyze state and drift, generate modules, and support multi-cloud providers (AWS, GCP, Azure).
Assess and track ADKAR change readiness across stakeholder groups with intervention recommendations
Generate and validate BPMN 2.0 diagrams from process descriptions
Generate stakeholder communication plans and message templates for change initiatives
Automated calculation of business case financial metrics including NPV, IRR, ROI, and TCO
Structured gap analysis with automated comparison and prioritization for current vs future state analysis
Generate and validate issue trees for structured problem solving with MECE validation
Design KPI dashboards and tracking mechanisms for performance measurement and reporting
Multi-criteria decision analysis for solution options with weighted scoring and sensitivity analysis
Structure analysis and presentations using the Pyramid Principle with SCQA and MECE frameworks
Specialized skill for analyzing and scoring requirements quality against BABOK and IEEE 29148 standards
Build and maintain project and change risk registers with scoring, mitigation strategies, and tracking
Generate stakeholder analysis matrices and visualizations including Power-Interest grids and RACI matrices
Build and maintain requirements traceability matrices with bidirectional links and coverage analysis
Design training curricula and learning paths for change initiatives with competency-based learning
Generate UAT test cases from requirements and acceptance criteria with traceability
Generate and validate user stories from requirements with INVEST validation and acceptance criteria