Database
OpenSearch agent skills for Claude Code, Codex and other agents.
- skills
- 20
- official
- 2
- Type
- Database
- Website
- opensearch.org
- Official GitHub
- opensearch-project
- Reviews
- See OpenSearch on Enlisted
OpenSearch skills, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
Official (2 skills)
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Store and query vector embeddings using Amazon S3 Vectors, a cost-effective long-term vector storage service with its own API namespace (s3vectors). | aws/ | 2.8k | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | today |
| 2 | Guides migration, provisioning, search, log-analytics, trace-analytics, and Agentic AI Assistant workflows for Amazon OpenSearch Service and Serverless across six capabilities — migration… | aws/ | 2.8k | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | today |
Community
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 3 | Installs and configures the WizTelemetry Platform Service extension for KubeSphere, the shared API server behind its observability extensions. | kubesphere/ | 17k | — | ~1.8k | Automated safety check: Pass | Unknown | 2 mo ago |
| 4 | Use Gradle Compose tasks to prepare and recover local Elasticsearch/OpenSearch test infrastructure in kt-search. | jillesvangurp/ | 155 | — | ~295 | Automated safety check: Pass | MIT | 3 mo ago |
| 5 | Installs and configures the OpenSearch extension that stores KubeSphere logs, events, audit data and notification history, with its dashboard and curator options. | kubesphere/ | 17k | — | ~2.8k | Automated safety check: Pass | Unknown | 2 mo ago |
| 6 | Installs and configures KubeSphere's WizTelemetry Data Pipeline, built on Vector, which collects and routes logs, audit events, events and notifications to OpenSearch. | kubesphere/ | 17k | — | ~2.6k | Automated safety check: Pass | Unknown | 2 mo ago |
| 7 | Installs and configures the WizTelemetry Events extension for KubeSphere, which exports Kubernetes events for storage, with dependency checks and the event query API. | kubesphere/ | 17k | — | ~1.8k | Automated safety check: Pass | Unknown | 2 mo ago |
| 8 | Installs and configures WizTelemetry Logging for KubeSphere, with container log and optional disk log collection, dependency checks and the log query API. | kubesphere/ | 17k | — | ~2.3k | Automated safety check: Pass | Unknown | 2 mo ago |
| 9 | Installs and configures WizTelemetry Tracing for KubeSphere, an OpenTelemetry-based tracing extension, and covers its components, query API and auto-instrumentation. | kubesphere/ | 17k | — | ~4.6k | Automated safety check: Pass | Unknown | 2 mo ago |
| 10 | Installs and configures the WizTelemetry Notification extension for KubeSphere: channel setup, alert routing by tenant labels, silences and troubleshooting. | kubesphere/ | 17k | — | ~6.1k | Automated safety check: Pass | Unknown | 2 mo ago |
| 11 | Installs the WizTelemetry Ruler extension for KubeSphere and manages event, audit and log alerting rules as RuleGroup and ClusterRuleGroup resources. | kubesphere/ | 17k | — | ~6.5k | Automated safety check: Pass | Unknown | 2 mo ago |
| 12 | A skill your agent uses when working with OpenSearch vector search edition via the Python SDK (ha3engine) to push documents and run HA/SQL searches. | cinience/ | 397 | — | ~1.1k | Automated safety check: Pass | MIT | 1 mo ago |
| 13 | This skill provides comprehensive guidance for SAP Cloud Logging service on SAP BTP. | secondsky/ | 460 | — | ~4k | Automated safety check: Pass | GPL-3.0 | 2 days ago |
| 14 | Implement User and Entity Behavior Analytics (UEBA) using Elasticsearch/OpenSearch to build behavioral baselines, calculate anomaly scores, perform peer group analysis, and alert on insider threat… | mukul975/ | 34k | — | ~738 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 15 | 15.Domain Domain-specific: SAP Commerce, OpenSearch detection, WordPress validation, enterprise search. | notque/ | 435 | — | ~3.7k | Automated safety check: Notes | MIT | 4 days ago |
| 16 | Search relevance and ranking on OpenSearch/Elasticsearch for a two-sided marketplace — candidate retrieval (hybrid BM25 + kNN, RRF, two-tower EBR), base relevance (BM25F, multimatch, LambdaMART)… | pproenca/ | 214 | — | ~3.8k | Automated safety check: Pass | MIT | 1 mo ago |
| 17 | Caching strategies in front of AWS OpenSearch (Elasticsearch) or AWS Personalize — search, recommenders, multi-recommender pages, anon vs logged-in traffic. | pproenca/ | 214 | — | ~4.8k | Automated safety check: Pass | MIT | 1 mo ago |
| 18 | Django backend patterns for recommendation services (AWS Personalize, Databricks Model Serving, internal microservices) and OpenSearch-backed search/feed endpoints. | pproenca/ | 214 | — | ~3.1k | Automated safety check: Pass | MIT | 1 mo ago |
| 19 | Search and recommendation system planning for a two-sided trust marketplace built on OpenSearch — user-intent framing, product-surface architecture, index design, query understanding, retrieval… | pproenca/ | 214 | — | ~3.7k | Automated safety check: Pass | MIT | 1 mo ago |
| 20 | Search infrastructure design expert covering full-text search architecture, Elasticsearch/OpenSearch cluster design, relevance tuning (BM25, TF-IDF, custom scoring), faceted search, autocomplete… | FerroxLabs/ | 608 | — | ~3.8k | Automated safety check: Pass | Apache-2.0 | yesterday |
Questions, answered from the data.
What is the best OpenSearch skill?
Storing And Querying Vectors (official) from aws/agent-toolkit-for-aws ranks first of the 20 OpenSearch skills listed here, with the highest score: its repository has 2.8k GitHub stars, its SKILL.md loads about 1.9k tokens and it passes the automated safety check with no findings. Next come Amazon Opensearch Service and WizTelemetry Platform Service.
Is there an official OpenSearch skill?
2 of the 20 OpenSearch skills are official, published by the vendor's own GitHub organization: Storing And Querying Vectors and Amazon Opensearch Service.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.