Updated 3d ago
by opensearch-project
opensearch-agent-skills
A collection of Agent Skills for building search applications and analyzing observability data with OpenSearch.
59 GitHub stars (59)
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- 13 skills (13 skills found in its SKILL.md files)
- 54 forks (54 forks)
- 3d ago last update (Last updated 3d ago)
Install
Skills CLI
npx skills add opensearch-project/opensearch-agent-skills
Asks which skills and agents to install. Just one: npx skills add opensearch-project/opensearch-agent-skills --skill opensearch-skills — add -g for every project.
Claude Code
git clone https://github.com/opensearch-project/opensearch-agent-skillscp -r "opensearch-agent-skills/skills/opensearch-skills" ~/.claude/skills/
Copies the opensearch-skills skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project). Repeat for the other skills listed below.
Plugin
/plugin marketplace add opensearch-project/opensearch-agent-skills
Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.
Skills can run code on your machine — read the SKILL.md first.
What it does
In the author's own words, from each skill's SKILL.md.
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opensearch-skills
Build search applications and query log analytics data with OpenSearch. Use this skill when the user mentions OpenSearch, search app, index setup, search architecture, semantic search, vector search, hybrid search, BM25, dense vector, sparse vector, agentic search, RAG, embeddings, KNN, PDF ingestion, document processing, or any related search topic. Also use for log analytics and observability —…
skills/opensearch-skills/SKILL.md on GitHub (opens in a new tab) -
cloud
Deploy OpenSearch search applications to managed cloud providers. Use this skill when the user wants to provision an OpenSearch domain or serverless collection on AWS, provision a managed OpenSearch service on Aiven, deploy search configurations, set up Bedrock connectors, configure IAM roles for OpenSearch, or migrate a local setup to a managed OpenSearch. Activate even if the user says AOS, AOS…
skills/opensearch-skills/cloud/SKILL.md on GitHub (opens in a new tab) -
ingest
Process unstructured documents into search-ready chunks. Use this skill when the user wants to process PDFs or unstructured documents into JSONL chunks using Docling. Activate even if the user says document processing, chunking, Docling, PDF processing, or chunk quality evaluation. For cloud-scale ingestion via OSIS pipelines, see cloud/managed-ingestion-service.
skills/opensearch-skills/ingest/SKILL.md on GitHub (opens in a new tab) -
observability
Analyze logs and investigate traces in OpenSearch. Use this skill when the user wants to query logs with PPL, analyze error patterns, discover log patterns, investigate traces, check stack health, or perform any observability task. Activate even if the user says log analysis, Fluent Bit, Fluentd, Logstash, syslog, traceId, OpenTelemetry, PPL, span, latency, error rate, anomaly detection, or log a…
skills/opensearch-skills/observability/SKILL.md on GitHub (opens in a new tab) -
search
Build search applications with OpenSearch. Use this skill when the user mentions search app, index setup, search architecture, semantic search, vector search, hybrid search, BM25, dense vector, sparse vector, agentic search, RAG, embeddings, KNN, PDF ingestion, document processing, search quality evaluation, or any related search topic.
skills/opensearch-skills/search/SKILL.md on GitHub (opens in a new tab) -
aiven-setup
Deploy OpenSearch search applications to Aiven for OpenSearch (a fully managed OpenSearch service across AWS, GCP, Azure, DigitalOcean, and UpCloud). Use this skill when the user wants to provision an Aiven OpenSearch service, deploy a search configuration to Aiven, migrate a local search setup to Aiven, or manage Aiven-hosted OpenSearch infrastructure. Activate even if the user says Aiven, avn,…
skills/opensearch-skills/cloud/aiven-setup/SKILL.md on GitHub (opens in a new tab) -
aws-setup
Deploy OpenSearch search applications to Amazon OpenSearch Service or Amazon OpenSearch Serverless. Use this skill when the user wants to provision an OpenSearch domain or serverless collection on AWS, deploy search configurations to AWS, set up Bedrock connectors, configure IAM roles for OpenSearch, migrate a local search setup to AWS, or manage Amazon OpenSearch infrastructure. Activate even if…
skills/opensearch-skills/cloud/aws-setup/SKILL.md on GitHub (opens in a new tab) -
managed-ingestion-service
Ingest documents at scale into Amazon OpenSearch using OpenSearch Ingestion Service (OSIS) pipelines. Upload pre-generated JSONL chunks to S3 and OSIS indexes them — optionally using semantic_enrichment in the sink to create the index with ASE automatically. Cloud ingestion — uploading raw PDF/DOCX and letting document_extractor parse them in the cloud — is available via private beta. Use this sk…
skills/opensearch-skills/cloud/managed-ingestion-service/SKILL.md on GitHub (opens in a new tab) -
document-processing
Process unstructured documents (PDF, DOCX, PPTX, XLSX) into search-ready JSONL chunks using Docling. Runs locally — no AWS or cloud services needed. Use this skill when the user wants to prepare documents for indexing, chunk documents, evaluate chunk quality, or convert PDFs to searchable text. Activate even if the user says process documents, chunk my files, prepare for search, or Docling.
skills/opensearch-skills/ingest/document-processing/SKILL.md on GitHub (opens in a new tab) -
log-analytics
Analyze logs in OpenSearch using PPL and Query DSL. Use this skill when the user wants to query logs, analyze error patterns, discover log patterns, check error rates, perform anomaly detection on logs, or investigate application issues through log data. Activate even if the user says log analysis, Fluent Bit, Fluentd, Logstash, syslog, PPL, error rate, anomaly detection, log patterns, or log ana…
skills/opensearch-skills/observability/log-analytics/SKILL.md on GitHub (opens in a new tab) -
trace-analytics
Investigate distributed traces and spans in OpenSearch. Use this skill when the user wants to analyze traces, investigate slow spans, find error spans, track agent invocations, measure token usage, reconstruct trace trees, query service maps, or debug distributed systems through trace data. Activate even if the user says traceId, spanId, OpenTelemetry, OTel, distributed tracing, latency, span dur…
skills/opensearch-skills/observability/trace-analytics/SKILL.md on GitHub (opens in a new tab) -
opensearch-launchpad
Build search applications with OpenSearch from scratch. Use this skill when the user mentions search app, index setup, search architecture, semantic search, vector search, hybrid search, BM25, dense vector, sparse vector, agentic search, RAG, embeddings, KNN, PDF ingestion, document processing, or any related search topic. Activate even if the user says search quality, evaluation, nDCG, precision…
skills/opensearch-skills/search/opensearch-launchpad/SKILL.md on GitHub (opens in a new tab) -
aoss-nextgen-provisioning
Use when provisioning or deprovisioning OpenSearch Serverless collections, creating collection groups, setting up AOSS NextGen, or tearing down AOSS resources
skills/opensearch-skills/cloud/aws-setup/aoss/aoss-nextgen-provisioning/SKILL.md on GitHub (opens in a new tab)
No skill matches that filter.
Review before you install
A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.
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