NLP

Integrate Model Context Protocol (MCP) servers into Claude Code plugins to connect external tools and services. Use when adding MCP servers, integrating external tools, or connecting APIs to plugins.

Expert guidance for building production MCP servers using MXCP (Model Context Protocol eXtension Platform), an enterprise framework with SQL and Python endpoints, security, testing, and deployment. Use when: (1) Creating or initializing MXCP projects or MCP servers, (2) Building MCP tools, resources, or prompts, (3) Configuring endpoints, authentication, or policies, (4) Testing, validating, or debugging MXCP applications, or any task involving MXCP or MCP server development.

Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmatically process, generate, or analyze PDF documents at scale.

Use when design is complete and you need detailed implementation tasks for engineers with zero codebase context - creates comprehensive implementation plans with exact file paths, complete code examples, and verification steps assuming engineer has minimal domain knowledge

複数ターンに渡る対話の設計と状態管理を実現するスキル。エージェント・ユーザー間の対話フロー、コンテキスト管理、ターン管理を通じて、一貫性のある対話体験を構築します。Anchors:• The Pragmatic Programmer / 適用: ターン設計と状態管理の手順設計 / 目的: 対話フローの体系的な構築• Conversation Design Pattern / 適用: マルチターン対話パターン / 目的: 実務的な対話フロー実装Trigger:Use when designing multi-turn conversation flows, implementing dialogue state management, tracking user intent across turns, managing conversation context, or ensuring consistency in long-running dialogues.Keywords: multi-turn, dialogue, conversation flow, context management, state tracking, turn management, conversation design

AI-powered text-to-speech CLI tool. Use for pronunciation queries, reading text aloud, generating audio files, or language practice. Triggers on "how to pronounce", "say this", "read aloud", "TTS", "text to speech", "speak", or audio generation requests.

Manage elizaOS agent memory, context windows, and conversation history. Triggers on "manage memory", "optimize context", or "handle agent memory"

Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for: (1) Creating new documents, (2) Modifying or editing content, (3) Working with tracked changes, (4) Adding comments, or any other document tasks

Analyze customer interview transcripts (SRT or plain text) to generate thematic breakdowns with summary, quotes, topics, timestamps, and full transcript. Use when given video transcripts or asked to create chapter markers.

Use this `codex-mcp` skill to instruct another AI Agent to invoke a tool or execute a workflow on your behalf for the following scenario, 1.When you are requested to invoke a mcp tool that you don't have access (can use `ListMcpResourcesTool` to check) such as `context7`, `github`, `linear`, `jira`; 2.When you are requested to execute a complex workflow that require interacting with multiple mcp tools and bash CLI commands for example `github-project-create-items`, `github-project-list-items` workflows;

ドメイン駆動設計における境界付けられたコンテキストの特定、境界定義、コンテキストマップ作成、統合戦略設計を支援するスキル。チーム責務の整理、モデルの分離、連携方式の選定を体系化する。Anchors:• Domain-Driven Design / 適用: 境界設計 / 目的: ドメイン境界の明確化• Implementing Domain-Driven Design / 適用: コンテキストマップ / 目的: 統合パターンの適用• Context Mapping (Brandolini) / 適用: 境界調整 / 目的: チーム間協調の整理Trigger:Use when defining domain boundaries, creating context maps, choosing integration strategies, or clarifying team ownership for services/modules.

This skill enables Claude to analyze the sentiment of text data. It identifies the emotional tone expressed in text, classifying it as positive, negative, or neutral. Use this skill when a user requests sentiment analysis, opinion mining, or emotion detection on any text, such as customer reviews, social media posts, or survey responses. Trigger words include "sentiment analysis", "analyze sentiment", "opinion mining", "emotion detection", and "polarity".

完整的 7 阶段功能开发工作流（需求理解、代码探索、架构设计、实施、审查、总结）。适用场景：(1) 新功能实施或模块开发，(2) 复杂代码修改和重构，(3) API/数据库/服务架构设计，(4) 多模块功能开发，(5) 需要代码审查的实施任务。融合 ultrathink 深度分析、MCP 工具增强（context7、exa、sequential-thinking）和并行 agent 执行（code-explorer、code-architect、code-reviewer）。支持全程中文交互。

Reads CLAUDE_NOTES.md to provide context about recent work, decisions, and current state of the homelab repository. Use this skill when starting a new session, when asked about recent work, or when context is needed about previous sessions.

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).

モジュラーアーキテクチャとコンポーネント分割の設計スキル。高凝集・低結合の原則に基づいたシステム設計、依存関係管理、スケーラブルなアーキテクチャパターンの実装を支援する。Anchors:• Clean Architecture (Robert C. Martin) / 適用: レイヤー分離 / 目的: ビジネスロジックとインフラの分離• Domain-Driven Design (Eric Evans) / 適用: 境界づけられたコンテキスト / 目的: ドメインモデルの凝集性• SOLID Principles / 適用: モジュール設計原則 / 目的: 保守性と拡張性の向上Trigger:Use when designing modular architecture, splitting system into components, managing dependencies, or applying high cohesion low coupling principles.modular, architecture, component, module, cohesion, coupling, dependency, layer, separation

This skill deploys monitoring stacks, including Prometheus, Grafana, and Datadog. It is used when the user needs to set up or configure monitoring infrastructure for applications or systems. The skill generates production-ready configurations, implements best practices, and supports multi-platform deployments. Use this when the user explicitly requests to deploy a monitoring stack, or mentions Prometheus, Grafana, or Datadog in the context of infrastructure setup.

ドメイン駆動設計におけるドメインサービスの識別・設計・実装を専門とするスキル。エンティティや値オブジェクトに属さないドメインロジックを適切にモデル化する。Anchors:• Domain-Driven Design (Eric Evans) / 適用: サービス識別パターン / 目的: ドメインロジックの適切な配置• Implementing DDD (Vaughn Vernon) / 適用: サービス実装ガイドライン / 目的: 実践的な設計指針• Clean Architecture (Robert Martin) / 適用: 依存性逆転の原則 / 目的: テスト容易性の確保Trigger:Use when identifying domain services, implementing cross-aggregate operations, designing service boundaries, separating domain and application services.domain service, cross-aggregate, stateless, domain logic, service boundary

Gathers session context for project-analysis agent including git history, recent plans, and pending work detection.

Maintain awareness of operation counts across the conversation to prevent cumulative context exhaustion. Use when you notice multiple operations accumulating or when working on iterative tasks across turns.