amazon-opensearch-service

Amazon OpenSearch Service — the unified skill This skill answers anything about Amazon OpenSearch Service or Serverless across five capabilities. Step 0 below routes the question to ONE capability and points at that capability's entry-point reference. Everything else — when to dispatch, sub-references, capability-specific facts, cross-capability links — lives in the entry-point reference for that capability. AWS MCP server is recommended, not required. Capability references show standard AWS CLI commands as the primary syntax (e.g., aws opensearch describe-domain , aws opensearchserverless create-collection ). Where the AWS MCP server is available, its call_aws tool offers a streamlined alternative — but every operation in this skill MUST work via the AWS CLI alone. Data-plane HTTP calls against AOS / AOSS use awscurl for SigV4-signed requests; this works in both contexts. Step 0: detect the capability — first thing you do Pick one of the five capabilities below. State the detected capability in your first sentence (e.g., "Detected capability: SEARCH — semantic search setup with Bedrock embeddings." ). Then load the entry-point reference; that file describes when to dispatch, indexes the rest of the capability's files, and routes you to the next step. Capability Entry-point reference migration — Solr / Elasticsearch / self-managed OpenSearch into AOS or AOSS. Schema/query translation, sizing, cutover. references/assessment-workflow.md provisioning — Provisioning and managing AOS domains and AOSS collections. Lifecycle, upgrades, storage tiers, FGAC, monitoring. references/provisioning-reference.md search — Vector / semantic / hybrid / sparse / dense / RAG retrieval. Bedrock connectors, FAISS HNSW vs Lucene. references/search-semantic-search-guide.md log-analytics — Log search, observability, PPL, OSI ingestion, anomaly detection, OpenSearch Dashboards. Splunk/Datadog/ELK alternatives. references/log-analytics-guide.md trace-analytics — Distributed traces with OpenTelemetry. Span queries, service maps, Data Prepper. references/trace-analytics-trace-queries.md If a prompt spans capabilities (e.g., "migrate from Solr AND set up RAG on the new domain" ), pick the dominant capability for the response and close with a one-line handoff to the other capability's entry-point ref. Show more Installs 738 Repository aws/agent-toolk…-for-aws GitHub Stars 1.9K First Seen Jun 19, 2026 Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Pass