{
  "markdown": "# YugabyteDB Agent Skills\n\nEmpower your AI agents and automation systems with native YugabyteDB expertise. This curated collection of structured skills enables developer tools to perform intelligent, production-grade database operations with full contextual awareness.\n\n## Getting Started\n\nInstall all available skills at once:\n\n```bash\nnpx skills add yugabyte/yugabytedb-skills\n```\n\nOr pick only what you need:\n\n```bash\n# PostgreSQL-compatible YSQL API\nnpx skills add yugabyte/yugabytedb-skills -s ysql\n\n# Cassandra-compatible YCQL API\nnpx skills add yugabyte/yugabytedb-skills -s ycql\n\n# YugabyteDB Kubernetes Operator\nnpx skills add yugabyte/yugabytedb-skills -s yb-k8s-operator\n\n# YugabyteDB Anywhere REST API\nnpx skills add yugabyte/yugabytedb-skills -s yba-api\n\n# YugabyteDB Anywhere Terraform provider\nnpx skills add yugabyte/yugabytedb-skills -s yba-terraform\n\n# RAG / semantic search with LangChain on YugabyteDB\nnpx skills add yugabyte/yugabytedb-skills -s yb-rag-langchain\n\n# YugabyteDB Aeon (managed cloud) REST API\nnpx skills add yugabyte/yugabytedb-skills -s aeon-api\n\n# Universe metrics analysis (Prometheus/PromQL, hotspots, CPU, memory, I/O)\nnpx skills add yugabyte/yugabytedb-skills -s yb-metrics-analysis\n\n# Broad, whole-universe performance assessment (triage + orchestration)\n# — install with yb-query-analysis, yb-metrics-analysis and yba-api, which it runs\nnpx skills add yugabyte/yugabytedb-skills -s yb-performance-assessment\n\n# YSQL query performance, session activity, and lock contention analysis\nnpx skills add yugabyte/yugabytedb-skills -s yb-query-analysis\n```\n\n## Available Skills\n\n|Skill|Description|\n|-|-|\n|`ysql`|SQL and application development against YugabyteDB's PostgreSQL-compatible API — covers anti-patterns, schema design (sharding, indexes, geo-distribution), smart drivers, transaction retries, batching, PostgreSQL migration strategies, and production readiness checklists |\n|`ycql`|YCQL (Cassandra-compatible API) development — covers partition keys, clustering columns, global secondary indexes, prepared statements, batching, TTL management, and memory configuration |\n|`yb-k8s-operator`|YugabyteDB Kubernetes Operator - deploying and managing YugabyteDB universes on Kubernetes through the YugabyteDB Anywhere or YugabyteDB (OSS) Kubernetes Operators|\n|`yba-api`|YugabyteDB Anywhere REST API — using the YugabyteDB Anywhere REST API to create, observe, manage and deploy YugabyteDB universes in a range of infrastructure topologies and clouds|\n|`yba-terraform`|YugabyteDB Anywhere Terraform provider (`yugabyte/yba`) — installing YBA on a VM, registering the first customer, and creating cloud (AWS/GCP/Azure) or on-prem providers, storage configs, universes, backups, schedules and restores, plus the upstream cloud IAM and network discovery those manifests need|\n|`yb-rag-langchain`|RAG, semantic search, and hybrid (vector + full-text) search on YugabyteDB with LangChain — covers `PGVectorStore` setup, `ybhnsw` / GIN index creation, hybrid search configuration, metadata filtering, and combining relational predicates with vector queries|\n|`aeon-api`|YugabyteDB Aeon (managed cloud) REST API — scripting and automating cluster lifecycle, database users, network allowlists, backups, VPC peering/private endpoints, and cluster metrics|\n|`yb-metrics-analysis`|YugabyteDB universe metrics analysis — Prometheus/PromQL-based triage and playbooks for hotspots, CPU, memory, I/O, latency/throughput, connection skew, and tablet limits|\n|`yb-performance-assessment`|Broad, whole-universe YugabyteDB performance assessment — triage-and-orchestration entry point that runs cross-cutting SQL and infrastructure checks, then dispatches to the specialist skills|\n|`yb-query-analysis`|YSQL query performance, session activity, and lock contention analysis — including proactive database health assessment and pg_stat_statements/ASH-driven diagnosis|\n\n## Learn More\n\n- [YugabyteDB Documentation](https://docs.yugabyte.com/)\n- [YugabyteDB Blog](https://www.yugabyte.com/blog)\n- [skills.sh](https://skills.sh/) — The Open Agent Skills Ecosystem\n\n## License\n\nThis project is licensed under the [Apache License 2.0](LICENSE).",
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}