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Use for SvelteKit 2 + Svelte 5 + Tailwind v4 projects. Keep SSR/client boundaries and Tailwind config consistent.

Use when you want a second-opinion review from a different model/tool. Provide narrow, reviewable diffs.

RBAC/監査ログ/秘密情報/マルチテナント越境/LLMプロンプト注入の観点でレビューする。

マルチテナント（顧客別DB分離）のDB運用・マイグレーション・調査に使う。

Agile product ownership toolkit for Senior Product Owner including INVEST-compliant user story generation, sprint planning, backlog management, and velocity tracking. Use for story writing, sprint planning, stakeholder communication, and agile ceremonies.

World-class data science skill for statistical modeling, experimentation, causal inference, and advanced analytics. Expertise in Python (NumPy, Pandas, Scikit-learn), R, SQL, statistical methods, A/B testing, time series, and business intelligence. Includes experiment design, feature engineering, model evaluation, and stakeholder communication. Use when designing experiments, building predictive models, performing causal analysis, or driving data-driven decisions.

Comprehensive software architecture skill for designing scalable, maintainable systems using ReactJS, NextJS, NodeJS, Express, React Native, Swift, Kotlin, Flutter, Postgres, GraphQL, Go, Python. Includes architecture diagram generation, system design patterns, tech stack decision frameworks, and dependency analysis. Use when designing system architecture, making technical decisions, creating architecture diagrams, evaluating trade-offs, or defining integration patterns.

This skill provides tools and templates for analyzing datasets and generating insights.

코드 작성 시 프로젝트 아키텍처 가이드 자동 적용

A simple demonstration skill that greets users and provides helpful information

General software development practices including code review, testing strategies, and CI/CD integration. Use when implementing features, writing tests, setting up deployment pipelines, or conducting peer reviews.

Parallelized multi-agent critique system using Gemini, Copilot, Claude, and Codex. Decomposes complex engineering tasks into specialized domains and synthesizes a single authoritative report.

Container management skill for development and operations containers. Use this when managing system resources, processes, services, environment configuration, Docker containers, logs, or performing system diagnostics and monitoring tasks.

Guides strict TDD (red/green/refactor), prioritizing domain unit tests and small steps.

Bayesian regression models including linear, logistic, Poisson, negative binomial, and robust regression with Stan and JAGS implementations.

セキュリティとコンプライアンスの規約

Route natural language requests to appropriate skills and workflows. Use when relevant to the task.

Code complexity guidelines to keep cyclomatic complexity below 6 using strategy patterns or dispatch tables. Use when writing or refactoring functions with complex branching logic.

Build production-ready React applications with performance optimization, code splitting, state management, and accessibility. Use for React components requiring optimization or complex state patterns.

Builds and refactors code safely; prefers small diffs, clear validation steps, and testable outcomes.

Edits and compiles very large Markdown research reports using surgical patches, structure JSON, and legal‑grade citation rules.

Autonomous execution mode - the organization works independently to build

Review code for best practices and potential issues. Use when reviewing code, checking PRs, or analyzing code quality.

Intelligent Kubernetes operations using the kubectl-ai plugin. Use when generating, applying, or debugging Kubernetes resources via natural language.

Always use this skill when using git!

Write focused, strategic tests for core user flows with behavior-based testing, clear naming, and proper mocking of external dependencies. Use this skill when writing unit tests, integration tests, or end-to-end tests. When working on files in tests/, __tests__/, spec/, or *.test.ts, *.spec.ts files. When deciding what to test during feature development. When naming test cases descriptively. When mocking databases, APIs, or external services. When focusing on testing behavior rather than implementation details.

Least-privilege IAM roles for GKE nodes and workloads. Workload Identity Federation for external authentication and comprehensive audit logging for visibility.

GitHub secret scanning configuration, push protection, custom pattern definitions, and response playbook for detected credentials in GitHub Actions workflows.

CI/CD pipelines as merge gates. Tests, security scans, and linting must pass before code reaches production. Automated validation that satisfies auditors.

Incident response playbook templates for Kubernetes. Detection, containment, remediation, and post-incident procedures with decision trees and validation steps.

Deploy pre-commit hooks for secrets detection, branch protection with required reviews, commit signature verification, and org-wide distribution strategies.

Automated project documentation updater that synchronizes and maintains current documentation across the project

Transform YouTube transcripts into comprehensive lecture notes with PDF and HTML outputs

Ask clarifying questions and get approval before implementation.

Patterns for persisting and retrieving application data. Use when implementing data persistence, caching, or session management.

Prepare a pull request with conventional commit title and a clear summary.

Perform a code review focused on bugs, risks, regressions, and missing tests.

Retrieve authoritative library documentation and code examples.

Automatically adds timestamps and execution duration to all Claude responses

Guide conversations through dynamic shifts between zoom levels (scale) and connecting/exploring (intent) to unlock creative breakthroughs and prevent rigid thinking. Use when the user is stuck or needs to develop an idea or when there is a sense of too much repetition or dispersion. Takes the user through several stages of thinking — from idea genesis, to development, to questioning, to disruptive thinking. Identifies structural gaps between idea clusters as spaces for innovation. Tracks temporal dwelling patterns and manages cognitive energy expended. Uses playfulness for difficult transitions from chaos to clarity. Maximum creative potential lives in gaps and dissipative states. Apply for complex analysis, brainstorming, being stuck, breakthroughs, decision paralysis, group facilitation, breaking repetitive patterns, or when grammatical patterns reveal cognitive issues.

ドキュメント更新スキル（仕様書、設計書、README等の更新）

Criterios de trabajo para HTML semántico, CSS y JavaScript vanilla.

Auto-invokes ultrathink workflow for any work request (default orchestrator)

Testing strategies and best practices

Ultimate comprehensive GitLab documentation covering ALL features - API, GraphQL, webhooks, CI/CD, runners, security, container registry, packages, pages, projects, merge requests, and more

This skill should be activated automatically when:

Ensures code quality using modern Python toolchain: - Ruff: Linting + Formatting - ty: Type checking - pre-commit: Automatic checks

Guide for code conventions and formatting

Guide for testing practices and frameworks

Guide for basic Git operations

When making a Git commit, provide the subject of the commit and the rules to follow before committing.

Standard Operating Procedure for /roadmap usage. Manage product roadmap (brainstorm, prioritize, track).

Standard Operating Procedure for staging validation. Manual testing before production.

Load methodology context for creating or fixing Claude Code instruction artifacts (discovery: implementation-clarity). Evaluate at implementation-clarity when artifact type is known (command, skill, hook, protocol, external tool config) and implementation approach needs methodology guidance.

Package changes into a well-documented pull request. Use before submitting PRs.

Core development principles and guidelines covering security, QA, performance, documentation, and coding standards. Used by all agents to ensure consistent quality across the Orchestra system.

Comprehensive research combining web search, quantum analysis, and persistent memory. Use when researching topics that need current information plus deep cognitive analysis.

GitHub surface for syncing auth/accounts state (read-only) via the gh CLI.

ユーザープロンプトを分析し、topic_type（instruction/question/context）を判定する。

Cloud-based AI swarm deployment and event-driven workflow automation with Flow Nexus platform

Train and deploy neural networks in distributed E2B sandboxes with Flow Nexus

SPARC (Specification, Pseudocode, Architecture, Refinement, Completion) comprehensive development methodology with multi-agent orchestration

Comprehensive GitHub code review with AI-powered swarm coordination

when implementing a subproject or a project use this skill

DEPRECATED umbrella Skill (backward compatibility). Use only for broad bridge-module orchestration across codegen + Dart + registration + JS usage. Prefer the focused bridge module codegen Skill.

Best practices for Ruby on Rails development across models, controllers, services, and background jobs

Detect agent capabilities and manage context intelligently

FastAPI modern Python web framework. Use for building high-performance APIs, async endpoints, dependency injection, Pydantic validation, OpenAPI documentation, OAuth2 security, WebSockets, and Python backend development.

BigQuery integration patterns for CA Lobby lobby data with BLN API schema. Use when working with CA Lobby backend, database queries, or data service. Provides CA-specific BigQuery patterns and Flask integration guidance.

Autonomous penetration testing coordinator using ReAct methodology. Automatically activates when user provides a target IP or asks to start penetration testing. Orchestrates reconnaissance, exploitation, and privilege escalation until both user and root flags are captured. (project)

Generate comprehensive documentation including API docs, comments, and README

Create interactive terminal prompts using questionary for user input. Use when building forms, selection menus, and confirmation dialogs.

テスト計画書を作成する。テスト戦略、品質検証計画の策定時に使う。

Automatically convert uploaded data (CSV, Excel, JSON) into complete interactive dashboards with zero user input required. Detects patterns in PPC reports, sales data, analytics exports, and business metrics - then generates insights, recommendations, and visualizations instantly. Works seamlessly with CURV design system for on-brand outputs with tabs, funnels, filters, and multi-view layouts.

docsca が summary.md を作り、必要なグローバル文書を更新する手順。

implca が tasks を更新しながら実装→テスト→修正を回すための手順。

Next.js full-stack application with Supabase backend.

Modern chat app with TanStack Router and Claude AI for Netlify.

Minimalist developer portfolio with blog, work timeline, and project showcase using Next.js 14.

Slidev presentation documenting 14 years of nCine 2D game framework development.

FastAPI with PostgreSQL, async SQLAlchemy 2.0, Alembic, and Docker.

Official NestJS starter with modular architecture and Jest testing.

Gatsby e-commerce starter with styled components for Netlify.

Minimal Vue landing page with Nuxt for Netlify.

Python full-stack with FastAPI, React, PostgreSQL, and Docker.

Slidev presentation about taming dependency chaos for LLM in Kubernetes.

Slidev presentation about reverse engineering Denuvo in Hogwarts Legacy.

Deno monorepo with Hono, tRPC, Drizzle, and Supabase.

Go backend with Gin, MongoDB, JWT auth, and Clean Architecture.

Next.js blog with visual editing and Tailwind CSS for Netlify.

Slidev presentation for teaching Python with interactive code execution.

Rust Axum API with Diesel ORM and DDD architecture.

Express + TypeScript starter with Biome, Docker, and Vitest.

Chrome Extension with React, Vite, and TypeScript.

Next.js content model with visual editing for Netlify.

Astro 5.0 + Tailwind CSS landing page with blog, dark mode, and perfect PageSpeed scores.

Astro with Supabase integration for Netlify.

Multi-repository coordination, synchronization, and architecture management with AI swarm orchestration

Reusable Tailwind CSS component patterns for consistent UI. Use when creating buttons, cards, forms, tables, modals, navigation, or any UI components with Tailwind CSS.

デバッグの原則。仕様とログから範囲を絞り込む。