Databases

This skill identifies the locations of known transcription factor (TF) binding motifs within genomic regions such as ChIP-seq or ATAC-seq peaks. It utilizes HOMER to search for specific sequence motifs defined by position-specific scoring matrices (PSSMs) from known motif databases. Use this skill when you need to detect the presence and precise genomic coordinates of known TF binding motifs within experimentally defined regions such as ChIP-seq or ATAC-seq peaks.

Process large document corpora (1000+ docs, millions of tokens) through knowledge graph construction and stateful multi-hop reasoning. Use when (1) User provides a large corpus exceeding context limits, (2) Questions require connections across multiple documents, (3) Multi-hop reasoning needed for complex queries, (4) User wants persistent queryable knowledge from documents. Replaces brute-force document stuffing with intelligent graph traversal.

Full SDK integration test that runs actual queries through the Claude SDK sandbox. Use after making changes to SDK client code, session management, skill loading, network proxy, voice/TTS, or image generation. Runs real prompts through the SDK to verify the complete path works.

Uses the mcp postgresql to read and write crm relevant data to the crm database: Its about: sales_opportunity (Verkaufschancen) person (Kontaktperson im Unternehmen) company_site (Ein Standort eines Unternehmens) event (Aktivität, TODO, ... insgesamt bilden die Aktivitäten die Historie und die Zukunft von company_site, person und sales_opportunity ab) data_files (Dateien: PDFs, Bilder, E-Mail-Anhänge, Office-Dokumente - verknüpft mit CRM-Entitäten)

Supports creating, editing, and managing Unity assets (prefabs, materials, asset database, Addressables). Includes dependency analysis and import settings. Use when: prefab creation, material editing, asset search, dependency analysis, Addressables

Parse URLs in CSV files and extract query parameters as new columns. Use when working with CSV files containing URLs that need parameter extraction and analysis.

GitHub Actions の実行コストを最適化するためのスキル。コスト計測、削減施策の設計、実装、継続的な監視を一連で扱う。Anchors:• High Performance Browser Networking / 適用: 計測から改善する姿勢 / 目的: 速度とコストの可視化• Designing Data-Intensive Applications / 適用: 制約下の設計判断 / 目的: ランナー/ストレージの効率化• Continuous Delivery / 適用: 改善の反復 / 目的: 継続的最適化のサイクル化Trigger:Use when optimizing GitHub Actions workflow execution time, reducing runner costs, managing billing, or optimizing artifact storage and cache usage.github actions cost optimization, runner costs, workflow budget, artifact storage, caching strategy

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.

This skill enables Claude to analyze capacity requirements and plan for future growth. It uses the capacity-planning-analyzer plugin to assess current utilization, forecast growth trends, and recommend scaling strategies. Use this skill when the user asks to "analyze capacity", "plan for growth", "forecast infrastructure needs", or requests a "capacity roadmap". It is also useful when the user mentions specific capacity metrics like CPU usage, memory, database storage, network bandwidth, or connection pool saturation. This skill is ideal for proactive infrastructure planning and preventing performance bottlenecks.

マルチエージェントシステム設計を専門とするスキル。複数のエージェント間の効果的な協調、ハンドオフプロトコルの設計、情報受け渡しメカニズムにより、スケーラブルで保守性の高い分散システムを構築する。Anchors:• Building Microservices (Sam Newman) / 適用: サービス間の協調設計 / 目的: 疎結合で信頼性の高いエージェント連携• Patterns of Enterprise Application Architecture (Martin Fowler) / 適用: ハンドオフパターン / 目的: 明確なプロトコル設計• Working Effectively with Legacy Code (Michael Feathers) / 適用: 既存システムとの統合 / 目的: 段階的なエージェント導入Trigger:Use when designing multi-agent collaboration, defining handoff protocols, optimizing inter-agent communication, or managing agent dependencies.multi-agent, agent collaboration, handoff protocol, delegation, chaining, parallel agents, feedback loop, orchestration

This skill utilizes the data-validation-engine plugin to ensure database integrity. It automatically validates data types, ranges, formats, referential integrity, and business rules. Use this skill when you need to implement data validation, enforce constraints, or improve data quality within a database. It is triggered by requests for "data validation", "database integrity", or "validation rules". The plugin supports multi-database environments and production-ready implementations.

Build full-stack applications with Supabase (PostgreSQL, Auth, Storage, Real-time, Edge Functions). Use when implementing authentication, database design with RLS, file storage, real-time features, or serverless functions.

Identifies and fixes XSS, SQL injection, and command injection vulnerabilities with validation schemas, sanitization libraries, and safe coding patterns. Use for "input validation", "XSS prevention", "SQL injection", or "sanitization".

This skill implements backup strategies for databases and applications. It generates configuration files and setup code to ensure data protection and disaster recovery. Use this skill when the user requests to "implement backup strategy", "configure backups", "setup data recovery", or needs help with "backup automation". The skill provides production-ready configurations, best practices, and multi-platform support for database and application backups. It focuses on security and scalability.

Event-driven architecture patterns including message queues, pub/sub, event sourcing, CQRS, and sagas. Use when implementing async messaging, distributed transactions, event stores, command query separation, RabbitMQ, Kafka, SQS, or NATS integration.

Run safe diagnostic commands on the remote memory server. Use for checking logs, container status, disk usage, memory, and running read-only database queries.

Managing Linear issues, projects, and teams. Use when working with Linear tasks, creating issues, updating status, querying projects, or managing team workflows.

Review a pull request or merge request. Use when reviewing PRs, providing code review feedback, or analyzing proposed changes. Supports GitHub and GitLab.

Automatically manages PostgreSQL backups with pgBackRest and Wasabi S3 storage when working with FairDB databases Activates when you request "fairdb backup manager" functionality.

Reactアプリのデータフェッチ、キャッシュ、エラーハンドリング、楽観的更新を整理するスキル。ライブラリ選定から設計・実装・検証までの実務フローを提供する。Anchors:• Stale-While-Revalidate Pattern / 適用: キャッシュ戦略 / 目的: サーバー状態の一貫性確保• React Query vs SWR / 適用: ライブラリ選定 / 目的: 要件に最適な選択• MSW / 適用: テスト環境構築 / 目的: API依存の排除Trigger:Use when implementing data fetching patterns, cache strategies, error handling, optimistic updates, or choosing between SWR and React Query.data fetching, cache strategy, swr, react query, optimistic updates, error handling