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OpenSearch Agent Skills | ClaudePluginHub

Plugin

OpenSearch Agent Skills

By opensearch-project

Build search applications with semantic, hybrid, and neural sparse strategies on OpenSearch, analyze observability data with log analytics and traces, and migrate Solr collections to OpenSearch—all deployable to AWS.

data-engineering

$

npx claudepluginhub opensearch-project/opensearch-agent-skills

Popularity

Stars

Top 25%

17

Med: 0·Avg: 278

Installs

0

Med: 0·Avg: 1

What's Inside

Skills2

opensearch-skills

/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 — when the user wants to set up log ingestion, query logs with PPL, analyze error patterns, set up index lifecycle policies, investigate traces, or check stack health. Activate even if the user says log analysis, Fluent Bit, Fluentd, Logstash, syslog, traceId, OpenTelemetry, or log analytics without mentioning OpenSearch.

solr-opensearch-migration-advisor

/solr-opensearch-migration-advisor

Expert in migrating Apache Solr collections to OpenSearch indexes. Translates Solr XML/JSON schemas to OpenSearch mappings and converts Solr syntax (Standard, DisMax, eDisMax) into OpenSearch DSL. Provides sizing for nodes, shards, and JVM heap. Provides guidance auf authentication migration from Solr to OpenSearch. Uses the AWS Knowledge MCP Server for accurate, up-to-date OpenSearch and AWS service information.

Stats

Version0.2.0

LanguagePython

Stars17

Forks18

MaintenanceExcellent

LicenseApache-2.0

Last CommitMay 28, 2026

AddedMay 18, 2026

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data-engineering

Categories

Keywords

semantic-search

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OpenSearch Agent Skills

A collection of Agent Skills for building search applications and analyzing observability data with OpenSearch. Works with Claude Code, Cursor, Kiro, and any agent that supports the Agent Skills standard.

Available Skills

Skills are organized in a tree — install the whole collection or pick individual skills.

Category	Skill	Description
Search	opensearch-launchpad	Build search apps from scratch — BM25, semantic, hybrid, agentic search
Observability	log-analytics	Query and analyze logs with PPL — error patterns, anomaly detection
Observability	trace-analytics	Investigate distributed traces — slow spans, service maps, agent invocations
Cloud	aws-setup	Deploy to Amazon OpenSearch Service or Serverless
Migration	solr-opensearch-migration-advisor	Migration companion for Apache Solr → OpenSearch — translate schemas, Standard/DisMax/eDisMax queries, and plan cluster sizing. Mirrored from opensearch-migrations

More skills coming soon — contributions welcome! See DEVELOPER_GUIDE.md.

Install

Install using npx skills:

# Install all skills
npx skills add opensearch-project/opensearch-agent-skills

# Install a specific skill
npx skills add opensearch-project/opensearch-agent-skills@opensearch-launchpad --full-depth
npx skills add opensearch-project/opensearch-agent-skills@log-analytics --full-depth
npx skills add opensearch-project/opensearch-agent-skills@trace-analytics --full-depth
npx skills add opensearch-project/opensearch-agent-skills@aws-setup --full-depth
npx skills add opensearch-project/opensearch-agent-skills@solr-opensearch-migration-advisor --full-depth

Install options

# Install to a specific agent
npx skills add opensearch-project/opensearch-agent-skills -a claude-code

# Install globally (available across all projects)
npx skills add opensearch-project/opensearch-agent-skills -g

# Install to all detected agents
npx skills add opensearch-project/opensearch-agent-skills --all

# List available skills before installing
npx skills add opensearch-project/opensearch-agent-skills --list

Claude Community Marketplace (Claude Code)

# Add the community marketplace (one-time setup)
/plugin marketplace add anthropics/claude-plugins-community

# Install the plugin
/plugin install opensearch-agent-skills@claude-community

# Reload to apply
/reload-plugins

After installing, try:

"I want to build a semantic search app with OpenSearch"

Your agent reads the skill instructions and runs the scripts directly — no MCP server required.

Prerequisites

Python 3.11+ and uv
Docker installed and running (Download Docker)
For AWS deployment (optional): AWS credentials configured

Repo Structure

skills/
  opensearch-skills/                  # Top-level meta-skill
    SKILL.md                          # Routes to category skills
    cli-reference.md                  # Shared CLI command reference
    scripts/                          # Shared scripts, UI, sample data
    search/                           # Category: Search
      SKILL.md
      opensearch-launchpad/           # Search app builder
        SKILL.md
        *.md                          # Model guides, evaluation, strategies
    observability/                    # Category: Observability
      SKILL.md
      log-analytics/                  # Log querying & analysis
        SKILL.md
        log-analytics.md
        ppl-reference.md
      trace-analytics/                # Distributed trace investigation
        SKILL.md
        traces.md
        ppl-reference.md
    cloud/                            # Category: Cloud deployment
      SKILL.md
      aws-setup/                      # AWS provisioning & deployment
        SKILL.md
        aos/                          # Amazon OpenSearch Service guides
        aoss/                         # Amazon OpenSearch Serverless guides
        reference.md
tests/                                # pytest test suite

Contributing

We welcome new skills and improvements! See the Developer Guide for instructions on creating skills, conventions, testing, and the contribution process.

License