行動開發

Assist with grading by applying rubrics to student work, generating criterion-level feedback, and maintaining consistency across submissions. Use when grading assignments, applying rubrics, or providing feedback. Activates on "grade this", "apply rubric", "provide feedback", or "score student work".

Revisa código en PRs o cambios. Usar para code review, analizar diffs, identificar problemas de calidad, seguridad o performance, y sugerir mejoras.

Generate comprehensive tests for architectural layers with coverage-first analysis.Use when testing specific layers (core, domain, application, infrastructure, boundary).Reads testing strategy from playbook or uses interactive template selection.

Dart 3.5 enterprise development with Flutter 3.24, advanced async programming, state management, and cross-platform mobile development. Enterprise patterns for scalable applications with Context7 MCP integration.

Generate and manage Kubernetes manifests including deployments, services, and ingress. Use when deploying applications to Kubernetes or managing k8s resources.

Enterprise Railway Full-Stack Platform with AI-powered container orchestration, Context7 integration, and intelligent deployment automation for scalable modern applications

Automatically applies when managing Python dependencies. Ensures proper use of uv/Poetry, lock files, version constraints, conflict resolution, and dependency security.

Flutter SDK for cross-platform development targeting iOS, Android, and Web. Use for widget architecture, state management, platform channels, and multi-platform deployment.

Google Calendar surface for syncing upcoming events and proposing/applying safe calendar actions.

Generate beginner-friendly educational notes following Bloom's Taxonomy methodology. Use when you need to create structured learning materials from a topic title or reference file, organizing content through Remember, Understand, Apply, Analyze, Evaluate, and Create cognitive levels.

Create TIB (Tjänsteperson i Beredskap) incident reports. Auto-triggers on phrases like "skapa TIB-rapport", "ny händelserapport", "TIB report", "dokumentera händelse".

Use when you need to think before acting. Triggers: vague goals, multiplepossible approaches, need to evaluate options, "how should we", "what areour options", "think through", "brainstorm", "plan". Do NOT use forgathering facts (ant-observe) or executing (ant-act).

Apply and manage the AI-powered design system with 50+ curated styles

iOSアプリのセキュリティレビュー。OWASP Mobile Top 10、App Transport Security、Keychain使用をチェック。Use when: セキュリティ、脆弱性、認証、Keychain、ATS を依頼された時。

Persists ds.episode_skill_ingest_run_v1 in the lab’s genetic file store.

Implement localization for the .NET 8 WPF widget host app using resource files, culture switching, and RTL considerations. Use when adding RESX resources, binding localized strings, or supporting multiple cultures.

Implement authentication using better-auth library in web applications. Use this skill when users need to add signup, signin, signout, session management, or user profile features. Triggers on requests for authentication, login systems, user registration, OAuth integration, or protecting routes with auth.

Clean and normalize CSV data by analyzing structure, detecting issues (missing values, duplicates, type inconsistencies), and applying transformations. Use when users need to prepare messy CSV files for analysis or import.

Guide for implementing Material Design 3 (Material You) principles for Android, web, and cross-platform applications with dynamic theming

Alchemy IaC patterns for deploying TanStack Start apps to Cloudflare Workers with D1 databases. Use when setting up new TanStack Start projects, configuring Alchemy deployments, working with D1/Drizzle migrations, local development with Cloudflare bindings, or deploying to custom domains.