Bases de dades
Gestió i consultes de bases de dades
codegen-over-complex-types
marius-townhouse
Use when types become extremely complex. Use when types mirror external schemas. Use when maintaining type-to-schema mappings. Use when types require extensive type-level logic. Use when types drift from data sources.
rag-evaluation
latestaiagents
Test and benchmark RAG systems with proper metrics and evaluation frameworks. Use this skill when evaluating RAG quality, measuring retrieval performance, using RAGAS metrics, or building RAG test suites. Activate when: RAG evaluation, RAG testing, RAGAS, retrieval metrics, faithfulness, relevance, context precision, RAG benchmarking.
surreal-sync
24601
"Data migration and synchronization to SurrealDB from MongoDB, PostgreSQL, MySQL, Neo4j, Kafka, and JSONL. Full and incremental CDC sync. Part of the surreal-skills collection."
allowjs-mixing
marius-townhouse
Use when migrating JavaScript to TypeScript. Use when gradually adopting TypeScript. Use when working with mixed codebases. Use when converting large projects. Use when teams are learning TypeScript.
module-by-module-migration
marius-townhouse
Use when migrating large codebases. Use when converting JavaScript to TypeScript. Use when managing dependencies. Use when planning migration order. Use when teams are adopting TypeScript.
hybrid-retrieval
latestaiagents
Implement hybrid search combining vector and keyword retrieval for RAG systems. Use this skill when building RAG retrieval, combining semantic search with BM25, implementing reciprocal rank fusion (RRF), or optimizing retrieval accuracy. Activate when: vector search, keyword search, BM25, semantic search, hybrid RAG, retrieval optimization, search relevance, reranking.
production-rag-checklist
latestaiagents
Deploy RAG systems to production with proper architecture, monitoring, and operations. Use this skill when deploying RAG to production, scaling retrieval systems, implementing RAG monitoring, or building enterprise RAG infrastructure. Activate when: production RAG, RAG deployment, enterprise RAG, RAG architecture, RAG monitoring, RAG scaling, RAG infrastructure, RAG ops.
corrective-rag
latestaiagents
Implement Corrective RAG (CRAG) and Self-RAG for reliable, self-healing retrieval systems. Use this skill when building reliable RAG, preventing hallucinations, implementing retrieval evaluation, or adding self-correction to RAG pipelines. Activate when: corrective RAG, CRAG, self-RAG, hallucination prevention, retrieval evaluation, RAG reliability, self-healing RAG, document grading.
graphrag-patterns
latestaiagents
Implement GraphRAG combining knowledge graphs with RAG for multi-hop reasoning. Use this skill when building knowledge graph RAG, implementing multi-hop queries, using Neo4j with RAG, or connecting entities across documents. Activate when: GraphRAG, knowledge graph, multi-hop reasoning, Neo4j RAG, entity extraction, relationship queries, graph database, connected data.
agentic-rag
latestaiagents
Build agentic RAG systems with autonomous planning, reflection, and tool use. Use this skill when implementing agent-driven retrieval, query decomposition, iterative refinement, or multi-source RAG orchestration. Activate when: agentic RAG, A-RAG, autonomous retrieval, query planning, iterative RAG, multi-step retrieval, agent retrieval, RAG agent.
jira-issue-tracker
thientranhung
Operating mechanics for a project whose tracker is Jira — status as numbered transitions, cloudId and JQL quoting, issue links and their invertible direction, whole-field description writes, and what only a human can change. Load it when the project's docs/agents/issue-tracker.md names Jira. Read tracker-contract.md for what the pipeline requires of any tracker.
database-design
julianromli
Database schema design, optimization, and migration patterns for PostgreSQL, MySQL, and NoSQL databases. Use for designing schemas, writing migrations, or optimizing queries.
code-review
julianromli
Automated code review for pull requests using specialized review patterns. Analyzes code for quality, security, performance, and best practices. Use when reviewing code changes, PRs, or doing code audits.
testing-rules
rocky2431
Ultra Builder Pro testing discipline rules
chat-logger
besoeasy
"Log all chat messages to a SQLite database for searchable history and audit. Use when: (1) Building chat history, (2) Auditing conversations, (3) Searching past messages, or (4) User asks to log chats."
usage-query-skill
zai-org
Run the usage query script to retrieve account usage information for GLM Coding Plan. Only use when invoked by usage-query-agent.
synchronizing-data
Git-Fg
"Implements offline-first synchronization with encrypted local storage and intelligent conflict resolution for mobile AI applications. Use when building offline-capable mobile apps, implementing sync with privacy requirements, or managing encrypted local data persistence. Do not use for cloud databases, real-time websocket sync, or server-side data management."
python-patterns
xenitV1
Python development principles and decision-making. Framework selection, async patterns, type hints, project structure. Teaches thinking, not copying.
moai-baas-convex-ext
AJBcoding
Enterprise Convex Real-Time Backend with AI-powered reactive database architecture, Context7 integration, and intelligent synchronization orchestration for collaborative applications
verekia-architecture
verekia
Day-to-day coding style and patterns for R3F game development with Miniplex ECS.
app-builder
liushuang393
新規 App 基盤構築スキル。 FastAPI + PostgreSQL + Redis + Alembic + React の完全な App 骨組みを自動生成。 ユーザーの要件に基づいてカスタマイズ可能。
trpc-tanstack-nextjs
DiegoJohnsonL
"Set up tRPC with TanStack Query in Next.js App Router projects. Use when: (1) Setting up tRPC from scratch in a Next.js project, (2) Adding new routers or procedures, (3) Integrating authentication with tRPC context, (4) Using tRPC with React Server Components, (5) Configuring prefetching and hydration patterns."
mongodb-app-development
pluginagentmarketplace
Master MongoDB integration in applications with Node.js, Python, and Java drivers. Learn connections, transactions, error handling, and best practices. Use when building applications with MongoDB.
database-manager
liushuang393
データベース管理を統一的に扱うインターフェース。 Supabase（PostgreSQL）、PlanetScale（MySQL）、Turso（SQLite）などに対応し、 接続管理・CRUD 操作・マイグレーション・RLS 設定を提供。