AI导哈

数据与研究

opensearch-skills

opensearch-project/opensearch-agent-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.

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安装命令

npx skills add https://github.com/opensearch-project/opensearch-agent-skills --skill opensearch-skills

SKILL.md

OpenSearch Skills

This is the top-level skill for OpenSearch. It contains four category skills that can also be installed and used independently:

Category Skill Install individually
search opensearch-launchpad npx skills add opensearch-project/opensearch-agent-skills@opensearch-launchpad --full-depth
observability log-analytics npx skills add opensearch-project/opensearch-agent-skills@log-analytics --full-depth
observability trace-analytics npx skills add opensearch-project/opensearch-agent-skills@trace-analytics --full-depth
cloud aws-setup npx skills add opensearch-project/opensearch-agent-skills@aws-setup --full-depth
cloud aiven-setup npx skills add opensearch-project/opensearch-agent-skills@aiven-setup --full-depth
ingest document-processing npx skills add opensearch-project/opensearch-agent-skills@document-processing --full-depth
cloud managed-ingestion-service npx skills add opensearch-project/opensearch-agent-skills@managed-ingestion-service --full-depth

Routing

Route to the right skill based on user intent: