Automation

Implement tasks from tasks.md using multi-agent orchestration. Use when ready to implement a spec's tasks, supports both single-agent and multi-agent modes via Task tool.

Task groups and development planning. Use when managing task groups, development plans, or success criteria.

Electronアプリケーションの配布・自動更新に関する専門知識を提供するスキル。electron-builder/electron-updaterによるビルド・署名・更新配信、CI/CDリリースフロー、各種アプリストア（MAS/Microsoft Store/Snapcraft）への配布を支援する。Anchors:• electron-builder / 適用: ビルド・署名・パッケージング / 目的: 配布可能なアプリ作成• electron-updater / 適用: 自動更新機能 / 目的: セキュアな更新配信• Semantic Versioning / 適用: バージョン管理 / 目的: 一貫したリリース戦略Trigger:Use when implementing auto-update features, configuring release workflows, distributing to app stores, or setting up update servers for Electron applications.electron-updater, auto-update, app store, code signing, release workflow, MAS, Microsoft Store

Scaffold complete forecasting experiments with Nixtla libraries - creates config files, experiment harness, and evaluation workflows

Test-Driven Development (TDD) red-green-refactor cycle for GMailArchiver. Use when implementing features, fixing bugs, or following the 6-phase workflow. Triggers on: TDD, test-driven, red-green, failing test, write test first, implement feature, fix bug, development workflow, phase.

This skill enables Claude to orchestrate multi-agent systems using the AI SDK v5. It allows Claude to set up agent handoffs, intelligent routing, and coordinated workflows across different AI providers like OpenAI, Anthropic, and Google. Use this skill when the user asks to create multi-agent systems, needs help with agent coordination, task routing, or wants to build complex workflows involving specialized agents. It is triggered by phrases like "multi-agent system", "agent orchestration", "agent handoff", "intelligent routing", or "coordinate agents".

Apply changelog automation and semantic versioning patterns using Changesets or semantic-release: conventional commits, automated version bumping, release notes generation. Use when setting up release workflows, discussing versioning, or implementing changelog automation.

This skill enables Claude to track and manage AI/ML model versions using the model-versioning-tracker plugin. It should be used when the user asks to manage model versions, track model lineage, log model performance, or implement version control for AI/ML models. Use this skill when the user mentions "track versions", "model registry", "MLflow", or requests assistance with AI/ML model deployment and management. This skill facilitates the implementation of best practices for model versioning, automation of model workflows, and performance optimization.

This skill enables automated testing of mobile applications on iOS and Android platforms using frameworks like Appium, Detox, XCUITest, and Espresso. It generates end-to-end tests, sets up page object models, and handles platform-specific elements. Use this skill when the user requests mobile app testing, test automation for iOS or Android, or needs assistance with setting up device farms and simulators. The skill is triggered by terms like "mobile testing", "appium", "detox", "xcuitest", "espresso", "android test", "ios test".

Automatic activation for ALL Google Vertex AI multimodal operations - video processing, audio generation, image creation, and marketing campaigns.**TRIGGER PHRASES:**- "vertex ai", "gemini multimodal", "process video", "generate audio", "create images", "marketing campaign"- "imagen", "video understanding", "multimodal", "content generation", "media assets"**AUTO-INVOKES FOR:**- Video processing and understanding (up to 6 hours)- Audio generation and transcription- Image generation with Imagen 4- Marketing campaign automation- Social media content creation- Ad creative generation- Multimodal content workflows

Human verification checklist for generated schedules. Use when reviewing Block 10 or any generated schedule to ensure it makes operational sense. Covers FMIT, call, Night Float, clinic days, and absence handling.

Generate, edit, and compose images using Google's Gemini AI API for design workflows and visual content creation

Analyzes recent conversation history using chat tools to identify recurring workflow patterns and generate Custom Skills recommendations with statistical rigor. Use when users request workflow analysis, pattern identification, skill generation suggestions, or automation opportunities based on their AI usage patterns without requiring conversation exports.

Implement CI/CD pipelines for AI agent deployment with evaluation gates. Use for GitHub Actions workflows, GitOps with ArgoCD, container image building, and automated testing. Triggers on "CI/CD", "pipeline", "GitHub Actions", "GitOps", "ArgoCD", "deployment automation", "continuous deployment", or when implementing safe agent release workflows.

This skill automates the API-first workflow for creating new Go API endpoints. It handles OpenAPI spec updates, code generation, SQLC query creation, handler implementation, and Redis caching patterns. Use when adding new endpoints to the Lexicon backend.

This skill configures load balancers, including ALB, NLB, Nginx, and HAProxy. It generates production-ready configurations based on specified requirements and infrastructure. Use this skill when the user asks to "configure load balancer", "create load balancer config", "generate nginx config", "setup HAProxy", or mentions specific load balancer types like "ALB" or "NLB". It's ideal for DevOps tasks, infrastructure automation, and generating load balancer configurations for different environments.

Automate Chrome for web scraping, SEO analysis, and extracting data from JavaScript-heavy sites. Use for multi-page scraping, authenticated content, screenshots, or when WebFetch isn't enough.

Create custom slash commands for Claude Code. Use when the user wants to create, generate, or build a slash command (.md file) for Claude Code, or when they ask about slash command syntax, frontmatter options, argument handling, or want help organizing their commands. Triggers on phrases like "make a slash command", "create a command for Claude Code", "write a /command", or questions about $ARGUMENTS, allowed-tools, or command frontmatter.

Build, debug, and ship agents with Google’s Agent Development Kit (ADK) — especially the Go SDK (google/adk-go). Trigger when users ask to create/modify ADK agents, tools, workflows, launcher configs, tests, evaluations, or MCP toolsets bridging ADK and external tools.

This skill enables automated testing of mobile applications on iOS and Android platforms using frameworks like Appium, Detox, XCUITest, and Espresso. It generates end-to-end tests, sets up page object models, and handles platform-specific elements. Use this skill when the user requests mobile app testing, test automation for iOS or Android, or needs assistance with setting up device farms and simulators. The skill is triggered by terms like "mobile testing", "appium", "detox", "xcuitest", "espresso", "android test", "ios test".