elasticsearch-observability

elasticsearch-observability is an agent for Claude Code from asleekgeek/claude-multiagent-catalogue. It costs 36 tokens per session (751 once invoked), scanned A, original, no licence file.

An AI assistant that uses live Elastic data to debug code, improve vector search, and address security threats. Elastic is a search and data platform that can also store application logs and monitoring data.

In plain words
What is it for?
It is for debugging code, optimizing RAG systems—which retrieve relevant information before generating an answer—and remediating security threats.
Why use it?
It brings debugging, search-quality work, and security investigation together with current data instead of relying only on source code or static information.

Agent for Claude Code

Written for Claude Code: a Claude Code subagent (agents/*.md). Also seen: model in frontmatter.

Good fit It is for debugging code, optimizing RAG systems—which retrieve relevant information before generating an answer—and remediating security threats.

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Install with agentmods
npx agentmods add agents/asleekgeek/claude-multiagent-catalogue/elasticsearch-observability
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo
git clone --depth 1 https://github.com/asleekgeek/claude-multiagent-catalogue

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for elasticsearch-observability

README.md
[![agentmods](https://agentmods.dev/badge/agents/asleekgeek/claude-multiagent-catalogue/elasticsearch-observability/github.svg)](https://agentmods.dev/agents/asleekgeek/claude-multiagent-catalogue/elasticsearch-observability)
Your own site
<a href="https://agentmods.dev/agents/asleekgeek/claude-multiagent-catalogue/elasticsearch-observability"><img src="https://agentmods.dev/badge/agents/asleekgeek/claude-multiagent-catalogue/elasticsearch-observability/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for elasticsearch-observability

Your own site · 80×15
<a href="https://agentmods.dev/agents/asleekgeek/claude-multiagent-catalogue/elasticsearch-observability"><img src="https://agentmods.dev/badge/agents/asleekgeek/claude-multiagent-catalogue/elasticsearch-observability.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 36 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 751 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00036 $0.00751
Opus 5 $0.00018 $0.00376
Sonnet 5 $0.00007 $0.00150
Haiku 4.5 $0.00004 $0.00075

Measured 6d ago against content hash fb97224ed17a, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

elasticsearch-observability scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 6d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

agents/elasticsearch-observability.md · 62 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 6d ago First seen · 62 lines · 36 tokens per session scan A fb97224ed17a

Subscribe to this mod's changes

elasticsearch-observability is an agent published in the GitHub repository asleekgeek/claude-multiagent-catalogue (2 stars, last pushed 3mo ago), with no licence file. It adds 36 tokens to every session and 751 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.

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