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Observability Llm Obs

  • 2.2k installs
  • 546 repo stars
  • Updated July 22, 2026
  • elastic/agent-skills

A skill that securely configures Elastic Cloud API authentication, sets environment defaults (base URL, region), and validates connection integrity for agent-driven infrastructure workflows.

About

This skill automates Elastic Cloud environment setup by managing authentication credentials, configuring regional defaults, and validating API connectivity. Developers use it as a prerequisite foundation before running dependent cloud skills. The workflow guides users through three steps: verifying EC_API_KEY existence, setting defaults for base URL and region, and testing connection integrity. Built-in security practices prevent credential exposure in chat history, directing users to store secrets in .env files or sandboxed shells. Supports custom region selection via API enumeration and includes comprehensive troubleshooting for authentication and network failures.

  • Three-step setup workflow: verify, configure, validate
  • Prevents credential exposure by directing secret management to files/terminals
  • Supports custom region selection with API-driven region enumeration
  • Prerequisite foundation for all dependent cloud/* skills
  • Built-in troubleshooting for 401 auth and network connectivity issues

Observability Llm Obs by the numbers

  • 2,213 all-time installs (skills.sh)
  • +163 installs in the week ending Aug 4, 2026 (Skillselion tracking)
  • Ranked #92 of 1,435 DevOps & CI/CD skills by installs in the Skillselion catalog
  • Security screen: HIGH risk (skills.sh audit)
  • Data as of Aug 4, 2026 (Skillselion catalog sync)
npx skills add https://github.com/elastic/agent-skills --skill observability-llm-obs

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Listed on Skillselion
Installs2.2k
repo stars546
Security audit3 / 3 scanners passed
Last updatedJuly 22, 2026
Repositoryelastic/agent-skills

What it does

Configure Elastic Cloud authentication and establish secure API access for agent-driven infrastructure observability workflows.

Who is it for?

Software engineers setting up Elastic Cloud for the first time, agents requiring credential-based cloud infrastructure access, teams automating observability pipelines.

Skip if: Users with existing Elastic Cloud credentials already exported; non-developers; applications without agent shell access; on-premise Elasticsearch deployments.

When should I use this skill?

Starting Elastic Cloud integration, running cloud/* skills, validating API access before infrastructure automation, rotating or troubleshooting cloud credentials.

What you get

User has authenticated EC_API_KEY, configured regional defaults, and validated API connectivity; all downstream cloud/* skills can now execute.

  • ES|QL query results
  • Cost and latency metric summaries

By the numbers

  • Skill version 0.1.0 from Elastic agent-skills
  • Uses ES|QL, Elasticsearch APIs, and Kibana APIs for queries

Files

SKILL.mdMarkdownGitHub ↗

Cloud Environment Setup

Configure Elastic Cloud authentication and preferences. All other cloud/* skills depend on this setup.

Workflow

Setup Progress:
- [ ] Step 1: Verify API key
- [ ] Step 2: Set defaults
- [ ] Step 3: Validate connection

Step 1: Verify API key

Check whether EC_API_KEY is already set:

echo "${EC_API_KEY:?Not set}"

If not set, instruct the user to set it. Never ask the user to paste an API key into the chat — secrets must not appear in conversation history.

If the user indicates they do not have an Elastic Cloud account yet, propose starting a free trial at Elastic Cloud free trial. The trial provides 14 days of full access to Elastic Cloud Serverless with no credit card required. Once the user has registered and logged in, proceed with API key generation below.

Direct the user to:

1. Generate a key at Elastic Cloud API keys. Only Organization owners can create and manage Cloud API keys. 1. When creating this key, include Project Admin privileges or higher (Org Owner) so it can create and manage serverless projects. 1. Create a .env file in the project root (recommended — works in sandboxed agent shells):

EC_API_KEY=your-api-key

All cloud/* scripts auto-load .env from the working directory — no manual sourcing needed.

Alternatively, export directly in the terminal:

export EC_API_KEY="your-api-key"

Terminal exports might not be visible to sandboxed agents running in a separate shell session. Prefer the .env file when working with an agent.

Remind the user that storing secrets in local files is acceptable for development, but for production or shared environments, use a centralized secrets manager (for example, HashiCorp Vault, AWS Secrets Manager, 1Password CLI) to avoid secrets sprawl.

Step 2: Set defaults

Export the base URL and default region:

export EC_BASE_URL="https://api.elastic-cloud.com"
export EC_REGION="gcp-us-central1"

Ask the user if they want a different region. To list available regions:

curl -s -H "Authorization: ApiKey ${EC_API_KEY}" \
  "${EC_BASE_URL}/api/v1/serverless/regions" | python3 -m json.tool

Step 3: Validate connection

Confirm the API key works by calling the regions endpoint:

curl -sf -H "Authorization: ApiKey ${EC_API_KEY}" \
  "${EC_BASE_URL}/api/v1/serverless/regions" > /dev/null && echo "Authenticated." || echo "Authentication failed."

If validation fails, check:

  • The API key is valid and not expired
  • Network connectivity to api.elastic-cloud.com

Examples

First-time setup

User: set up my cloud environment
Agent: Check if EC_API_KEY is set in your terminal. If not, generate a key at
       https://cloud.elastic.co/account/keys and run:
       export EC_API_KEY="your-key"
       Then confirm and I'll validate the connection.

Setup with custom region

User: set up cloud with eu region
Agent: [runs setup, sets EC_REGION to user's preferred EU region]

Guidelines

  • Never receive, echo, or log API keys, passwords, or any credentials in the chat. Instruct the user to manage secrets

in their terminal or using files directly.

  • Always validate the connection after setting the key.
  • Default region is gcp-us-central1 — only change if the user requests a different region.
  • This skill is a prerequisite. Other cloud skills should refer here when EC_API_KEY is missing.

Environment variables

VariableRequiredDescription
EC_API_KEYYesElastic Cloud API key
EC_BASE_URLNoCloud API base URL (default: https://api.elastic-cloud.com)
EC_REGIONNoDefault region (default: gcp-us-central1)

Troubleshooting

ProblemFix
401 UnauthorizedAPI key is invalid or expired — generate a new one
connection refusedCheck network access to api.elastic-cloud.com

Related skills

How it compares

Choose observability-llm-obs over generic logging skills when LLM-specific token, quality, and agent chain metrics must be queried from Elastic ingested data.

FAQ

What APIs does observability-llm-obs use?

observability-llm-obs uses ES|QL, Elasticsearch APIs, and Kibana APIs where needed to query ingested data. The Elastic skill at version 0.1.0 works without the Kibana UI for LLM and agentic monitoring.

What metrics can observability-llm-obs answer about?

observability-llm-obs answers questions about LLM performance, token and cost utilization, response quality, and agentic workflow call chaining. All answers come from data already ingested into the Elastic deployment.

Is Observability Llm Obs safe to install?

skills.sh reports 3 of 3 security scanners passed. Review the Security Audits panel on this page before installing in production.

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