llm-evaluation
Implement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and benchmarking. Use when testing LLM performance, measuring AI application quality, or establishing evaluation frameworks.
nft-standards
Implement NFT standards (ERC-721, ERC-1155) with proper metadata handling, minting strategies, and marketplace integration. Use when creating NFT contracts, building NFT marketplaces, or implementing digital asset systems.
multi-cloud-architecture
Design multi-cloud architectures using a decision framework to select and integrate services across AWS, Azure, and GCP. Use when building multi-cloud systems, avoiding vendor lock-in, or leveraging best-of-breed services from multiple providers.
modern-javascript-patterns
Master ES6+ features including async/await, destructuring, spread operators, arrow functions, promises, modules, iterators, generators, and functional programming patterns for writing clean, efficient JavaScript code. Use when refactoring legacy code, implementing modern patterns, or optimizing JavaScript applications.
ml-pipeline-workflow
Build end-to-end MLOps pipelines from data preparation through model training, validation, and production deployment. Use when creating ML pipelines, implementing MLOps practices, or automating model training and deployment workflows.
designing-beautiful-frontends
Create distinctive, production-grade frontend interfaces with high
Enforcing pnpm
Ensure pnpm is used exclusively for package management, blocking npm/yarn commands. Use when running package scripts, installing dependencies, or when user mentions package manager/依存関係/パッケージ.
enforcing-strict-tdd-cycle
Orchestrate a comprehensive TDD workflow with multi-agent Red-Green-Refactor discipline, phase gates, and coverage validation. Use when user mentions "tdd-cycle", "TDDサイクル", "厳密なTDD", "TDDオーケストレーション", or needs strict test-first development with automated quality checks.
executing-ai-development-workflow
Execute a structured AI-driven development workflow with research, planning, implementation, optional multi-layer review (4 Sub-agents + /review + CodeRabbit CLI), priority-based fixes, and PR creation. Supports Light mode (fast, default) and Full mode (quality-focused with reviews). Use when implementing new features, performing large refactorings, starting feature development, or when the user mentions "AI development workflow", "AI開発ワークフロー", "feature workflow", "機能開発ワークフロー", "計画的に実装", "開発プロセス実行", "品質重視で実装", or "多層レビューで開発".
guiding-tdd-development
Guide Test-Driven Development with task splitting, Red-Green-Refactor cycle, and framework auto-detection. Use when developing features with TDD approach, fixing bugs test-first, or when user mentions "TDD", "テスト駆動開発", "test-first", "/tdd".
helm-chart-scaffolding
Design, organize, and manage Helm charts for templating and packaging Kubernetes applications with reusable configurations. Use when creating Helm charts, packaging Kubernetes applications, or implementing templated deployments.
hybrid-cloud-networking
Configure secure, high-performance connectivity between on-premises infrastructure and cloud platforms using VPN and dedicated connections. Use when building hybrid cloud architectures, connecting data centers to cloud, or implementing secure cross-premises networking.
installing-project-mcps
Install MCP servers into the current project scope using claude mcp add. Use when setting up a new project, when user mentions MCP setup, project MCP, MCPインストール, MCPセットアップ, or /installing-project-mcps.
microservices-patterns
Design microservices architectures with service boundaries, event-driven communication, and resilience patterns. Use when building distributed systems, decomposing monoliths, or implementing microservices.
Managing Timecard
Handle timecard punch-in/out operations using /dakoku command. Use when user executes /dakoku, needs to record work hours, or mentions timecard/勤怠/打刻.
launching-gtr-issue-worktree
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k8s-manifest-generator
Create production-ready Kubernetes manifests for Deployments, Services, ConfigMaps, and Secrets following best practices and security standards. Use when generating Kubernetes YAML manifests, creating K8s resources, or implementing production-grade Kubernetes configurations.
k8s-security-policies
Implement Kubernetes security policies including NetworkPolicy, PodSecurityPolicy, and RBAC for production-grade security. Use when securing Kubernetes clusters, implementing network isolation, or enforcing pod security standards.
langchain-architecture
Design LLM applications using the LangChain framework with agents, memory, and tool integration patterns. Use when building LangChain applications, implementing AI agents, or creating complex LLM workflows.
feature-workflow
Execute a complete feature development workflow from research to PR creation. Use when starting new feature development, implementing tasks, or when the user mentions "機能開発ワークフロー", "feature workflow", or "開発プロセス実行".
Creating Atomic PRs
Create small, focused Pull Requests by splitting implementations into atomic steps. Prevents direct work on main/master branches and enforces safe Git workflows. Use when the user asks to commit changes, create PRs, or mentions git operations. Keywords: commit, PR, pull request, git, branch, main, master, コミット, プルリクエスト.
generating-gitignore
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database-migration
Execute database migrations across ORMs and platforms with zero-downtime strategies, data transformation, and rollback procedures. Use when migrating databases, changing schemas, performing data transformations, or implementing zero-downtime deployment strategies.
defi-protocol-templates
Implement DeFi protocols with production-ready templates for staking, AMMs, governance, and lending systems. Use when building decentralized finance applications or smart contract protocols.
dependency-upgrade
Manage major dependency version upgrades with compatibility analysis, staged rollout, and comprehensive testing. Use when upgrading framework versions, updating major dependencies, or managing breaking changes in libraries.
boris
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changelog
Claude Codeの最新CHANGELOGを取得し、変更内容を日本語で解説する。ユーザーがClaude Codeの更新内容、最新バージョン、リリースノートについて聞いたときに使う。
commit
Execute semantic git commits with individual file staging, prefix selection, and split-commit enforcement. Use when committing code, managing git history, or when user mentions git/commit/push.
camone-ralph-loop
Run external Ralph Loop (Geoffrey Huntley method) with clean context per iteration. Supports Simple mode (single PROMPT.md) and Full Ecosystem mode (specs/, fix_plan.md, AGENT.md, plan/build prompts). Unlike the official ralph-loop plugin which uses Stop hooks (same session, context pollution), this spawns fresh `claude -p` sessions each iteration. Use when user mentions \"camone-ralph-loop\", \"external ralph\", \"clean ralph loop\", \"外部ラルフ\", \"ラルフループ実行\", or wants to run iterative AI development with isolated context windows.
auditing-web-quality
Perform comprehensive web page quality audits using Chrome DevTools MCP including responsive layout verification, interactive element testing, console/network error detection, and accessibility checks. Use when user mentions "quality check", "UI check", "page audit", "responsive check", "deploy check", or asks to verify a web page before deployment. Also triggers on Japanese terms like "品質チェック", "UIチェック", "表示確認", "デプロイ前確認", "レスポンシブ確認", "アクセシビリティ確認".
ai-partner-chat
基于用户画像和向量化笔记提供个性化对话。当用户需要个性化交流、上下文感知的回应,或希望 AI 记住并引用其之前的想法和笔记时使用。
langgraph-development
专业的LangGraph AI应用开发技能,提供从概念到生产的完整开发指导。基于Context7最新调研,涵盖StateGraph设计、多代理协作、RAG系统实现、生产部署等核心场景。使用此技能构建有状态、多参与者、长期运行的AI代理应用。
gns3-lab-automation
GNS3 network lab operations including topology management, device configuration via console, and troubleshooting workflows for routers and switches
readwise-content-analyzer
Analyze Readwise source documents (books, articles, podcasts) to generate thematic insights, extract key patterns, and update synthesis documents. Use after importing content with readwise-skill.
readwise-skill
Import books, articles, podcasts, and other content from Readwise into Content Notes with all highlights and annotations. Use when user wants to import specific content from their Readwise library.
workflow
Enforces development phases. Triggers on implement, build, create, fix, refactor.
debug
Expert debugging methodology. Triggers on debug, investigate, fix bug, troubleshoot.
gdpr-auditor
This skill should be used when analyzing codebases, applications, databases, or systems for GDPR (General Data Protection Regulation) compliance. Use this skill when users need to audit data protection practices, identify potential compliance issues, assess data handling procedures, review privacy policies, or ensure adherence to EU data protection requirements.
cybersecurity-policy-generator
Generate enterprise cybersecurity policies from 51 professional templates (SANS, CIS Controls) for ISO 27001, SOC 2, NIST, and CIS Controls compliance in Markdown, Word, HTML, and PDF formats
git-commit
Plans and executes git commits with optional TICKET_ID prefix. Analyzes staged changes, proposes optimal commit structure (single or multiple), generates descriptive messages with technical context, and executes after user approval. Use when committing code changes, creating atomic commits, or splitting large changesets.
pr-review
Reviews code changes before merging. Use when reviewing PRs, checking staged changes, reviewing diffs, code review, merge readiness check, or validating changes before commit/push.
codex
AI peer review via OpenAI Codex CLI. Use when reviewing code changes, validating technical decisions, comparing implementation approaches, or getting a second opinion on architecture choices. Triggers on /codex, /codex-review, or auto-triggers when presenting significant alternatives to user.
ctask
Manages tasks using the ctask CLI wrapper over a local SQLite database. Use when tracking work items, creating tasks, managing dependencies, adding comments, labeling, or reviewing task status. Triggers on task tracking, ticket management, work planning, backlog management.
skill-creator
Creates new Claude Code skills with proper structure and best practices. Use when user wants to create a skill, update an existing skill, add a new command, scaffold a workflow, define skill hooks, or asks "how do I make a skill".
codemap
Generate navigational codebase maps with architecture diagrams. Use when mapping a codebase, creating architecture docs, visualizing project structure, generating infrastructure diagrams, understanding repo layout, or onboarding to a new project.
quiz
Generates multiple choice quiz questions based on current conversation context. Use when testing understanding, reviewing what was discussed, or wanting a knowledge check on the session.
voice-mode
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workflow-review
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c7
Fetches up-to-date library documentation from Context7 and saves to /tmp/context7/. Use when needing current API docs, code examples, library references, SDK documentation, or checking latest library versions. Triggers: context7, c7, library docs, fetch docs, current documentation, api reference.
signalwire
Use when building telephony, messaging, or video applications; implementing voice AI agents; working with SWML call flows; debugging webhook callbacks or call state issues; setting up real-time WebSocket communication; encountering authentication 401/403 errors; or troubleshooting SWAIG function errors - provides REST API patterns, SDK examples, and production-tested workflows for modern SignalWire communication systems
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