Database
Database management and queries
executing-plans
by liauw-media
"Use when implementing a multi-step plan. Execute systematically with verification checkpoints to catch errors early."
migrate-from-gha
by rwx-cloud
Migrate a GitHub Actions workflow to RWX. Translates triggers, jobs, steps
code-review
by 1Mangesh1
Code review checklists, PR review patterns, and feedback templates. Use when user asks to "review this code", "code review checklist", "PR review template", "review best practices", "write review feedback", or any code review tasks.
production-rag-checklist
by 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
by 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
by 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
by 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.
rag-architecture
by liauw-media
"Use when building retrieval-augmented generation systems. Covers chunking strategies, embedding models, vector databases, retrieval patterns, and hybrid search. Apply when adding knowledge bases, document Q&A, or semantic search to applications."
warden-dev
by lbajsarowicz
Manage Docker-based local development environments with Warden. Use when setting up PHP/Node projects (Magento, Laravel, Symfony, WordPress, Drupal), importing databases, running shell commands, debugging with Xdebug, or managing Docker services. Triggers on "warden", "local environment", "docker-compose wrapper", "database import", "shell access".
architecture-monolith
by KentoShimizu
"Modular monolith architecture workflow for strong domain boundaries, transactional consistency, and operational simplicity in a single deployable. Use when teams need fast delivery and coherent data consistency with controlled complexity; do not use when independent runtime scaling boundaries are mandatory."
disaster-recovery
by timequity
Backup strategies, disaster recovery planning, and business continuity.
dependency-upgrader
by Nymbo
"Upgrade dependencies for Java/Kotlin (Gradle/Maven) and TypeScript/Node projects with minimal risk: plan the bump, apply changes incrementally, run tests/builds, and document breaking changes. Use when the user asks to bump deps, update frameworks, or address CVEs."
practical-react-query
by mhdcodes
Comprehensive guide to React Query (TanStack Query) covering data fetching, caching, mutations, error handling, TypeScript, testing, and advanced patterns. Use when working with React Query, TanStack Query, or async state management in React applications.
cursor-ide-browser-skills
by trotsky1997
Browser automation in Cursor IDE using MCP protocol server cursor-ide-browser. Use when (1) Automating web interactions in Cursor IDE, (2) Navigating web pages, (3) Clicking buttons or links, (4) Filling forms or input fields, (5) Taking screenshots or capturing page snapshots, (6) Debugging web pages by checking console messages or network requests, (7) Extracting information from web pages, (8) Testing web applications, (9) Interacting with web-based documentation or tools, (10) Any task requiring programmatic browser control within Cursor IDE
data-quality
by timequity
Data quality testing with dbt tests, Great Expectations, and monitoring.
airflow-workflows
by timequity
Apache Airflow DAG design, operators, and scheduling best practices.
dbt-expert
by timequity
dbt best practices for models, tests, documentation, and project organization.
optimizing-queries
by galihcitta
Analyzes and optimizes SQL/NoSQL queries for performance. Use when reviewing query performance, optimizing slow queries, analyzing EXPLAIN output, suggesting indexes, identifying N+1 problems, recommending query rewrites, or improving database access patterns. Supports PostgreSQL, MySQL, SQLite, MongoDB, Redis, DynamoDB, and Elasticsearch.
claude-agent-sdk
by trotsky1997
Comprehensive guide for using Claude Agent SDK to build AI agents that can read files, execute commands, edit code, and perform complex workflows. Use when (1) Building autonomous AI agents with Claude, (2) Creating agents that interact with codebases and file systems, (3) Integrating custom tools and MCP servers with Claude, (4) Managing conversation sessions and context with Claude, (5) Implementing file operations, command execution, and code editing in agents, (6) Setting up permission controls and security for agent tools, (7) Using file checkpointing and session management features, (8) Building production-ready agents with error handling and monitoring
maciver-hypothesis-testing
by copyleftdev
Test software in the style of David MacIver, creator of Hypothesis. Emphasizes sophisticated shrinking, example databases, stateful testing, and practical property-based testing in Python. Use when testing Python code with complex data structures, APIs, or stateful systems.
JQL Patterns Skill
by yebot
Document organization-specific patterns
db-migration-strategy
by KentoShimizu
"Schema migration strategy workflow for sequencing changes, compatibility windows, and rollback-safe rollout in live systems. Use when schema evolution impacts running services; do not use for static greenfield schemas without deployment constraints."
spark-basics
by timequity
PySpark fundamentals for distributed data processing.
pavlo-database-performance
by copyleftdev
Optimize databases in the style of Andy Pavlo, CMU professor and database performance expert. Emphasizes understanding internals, benchmarking rigorously, and making informed architectural choices. Use when tuning query performance, designing storage engines, or evaluating database technologies.