analytics-opensearch-expertise SKILL.md skillA

analytics-opensearch-expertise from aws/tools-for-devops-agent is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add aws/tools-for-devops-agent/analytics-opensearch-expertise@v2.6.2

Pins v2.6.2 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
aws/tools-for-devops-agent
Path
skills/analytics-opensearch-expertise/SKILL.md
Versions recorded
5
Latest version
v2.6.2, committed Oct 22, 2026
First version recorded
Aug 12, 2026
Size
28,435 bytes
Repository stars
137
License
Apache-2.0

Amazon OpenSearch Service domain health assessment. Performs read-only, API-driven checks against a customer's OpenSearch domain(s) covering cluster health, node/shard configuration, performance metrics, security posture, and cost optimization signals. Activate this skill for requests about OpenSearch or Elasticsearch domain health, cluster review, domain assessment, performance, security posture, or cost optimization. Given a domain ARN (or name + region), it produces a structured findings…

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# OpenSearch Domain Health Assessment

## Overview

This skill performs a comprehensive, read-only health assessment of Amazon OpenSearch Service domains using AWS APIs available through the customer's local AWS profile. It produces a structured report with findings and actionable recommendations.

> **Scope:** CLI-agent compatible. No external packages, no IDE workspace, no human review gates.

## Trigger Keywords

`opensearch`, `opensearch health`, `domain health`, `cluster review`, `opensearch review`, `opensearch assessment`, `opensearch check`, `open search`, `opensearch performance`, `opensearch security`, `opensearch cost`

## Prerequisites

- AWS CLI profile configured with read-only access to the target account
- IAM permissions required:
  - `es:DescribeDomain`
  - `es:DescribeDomainHealth`
  - `es:GetCompatibleVersions`
  - `es:DescribeReservedInstances`
  - `es:ListDomainNames`
  - `cloudwatch:GetMetricData`

## Execution Flow

### Input

**Required:** Domain ARN (e.g., `arn:aws:es:us-west-2:123456789012:domain/my-domain`)

Parse the ARN to extract:
- **Region:** field 4 (e.g., `us-west-2`)
- **Account ID:** field 5 (e.g., `123456789012`)
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add aws/tools-for-devops-agent/analytics-opensearch-expertise@sha256:010f613989d8b69d

The line at the top of this page pins the label v2.6.2, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_dhd5d5chfofecf4w.svg)](https://markdownregistry.com/a/art_dhd5d5chfofecf4w)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 5 versions of this file, between Aug 12, 2026 and Oct 22, 2026, about one every 18 days.

versioncommittedcommitsizeaudit
v2.6.2 latest2026-10-22 a961f30 28,435 BA view · diff
v2.6.12026-10-21 35b9537 28,435 BA view · diff
v2.6.02026-10-13 4af1dde 28,389 BA view · diff
v2.62026-08-25 c788837 28,387 BA view · diff
v2.62026-08-12 554f511 27,509 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (28435 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

aws/tools-for-devops-agent · 137 stars · license Apache-2.0 · pushed 2026-11-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_dhd5d5chfofecf4w
GET https://markdownregistry.com/api/v1/resolve?ref=aws/tools-for-devops-agent/analytics-opensearch-expertise
GET https://markdownregistry.com/api/v1/blob/010f613989d8b69d5bf9140197457d2010715f46c0047b3f9d823458a63c4e5a

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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