observability-manage-slos

Service-Level Objectives (SLOs)

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Install skill "observability-manage-slos" with this command: npx skills add elastic/agent-skills/elastic-agent-skills-observability-manage-slos

Service-Level Objectives (SLOs)

Create and manage SLOs in Elastic Observability. SLOs track service performance against measurable targets using service-level indicators (SLIs) computed from Elasticsearch data.

Authentication

SLO operations go through the Kibana API. Authenticate with either an API key or basic auth:

API key

curl -H "Authorization: ApiKey <base64-encoded-key>" -H "kbn-xsrf: true" <KIBANA_URL>/api/observability/slos

Basic auth

curl -u "$KIBANA_USER:$KIBANA_PASSWORD" -H "kbn-xsrf: true" <KIBANA_URL>/api/observability/slos

For non-default spaces, prefix the path: /s/<space_id>/api/observability/slos .

Include kbn-xsrf: true on all POST, PUT, and DELETE requests.

SLI Types

Type API value Use case

Custom KQL sli.kql.custom

Raw logs — good/total using KQL queries

Custom metric sli.metric.custom

Metric fields — equations with aggregations

Timeslice metric sli.metric.timeslice

Metric fields — per-slice threshold check

Histogram metric sli.histogram.custom

Histogram fields — range/value_count

APM latency sli.apm.transactionDuration

APM — latency threshold

APM availability sli.apm.transactionErrorRate

APM — success rate

Synthetics availability sli.synthetics.availability

Synthetics monitors — uptime percentage

Guidelines

  • objective.target is a decimal between 0 and 1 (for example 0.995 for 99.5%).

  • Timeslice metric indicators require budgetingMethod: "timeslices" .

  • Updating an SLO resets the underlying transform — historical data is recomputed.

  • The cluster needs nodes with both transform and ingest roles.

  • Use POST .../slos/{id}/_reset when an SLO is stuck or after index mapping changes.

  • Group-by SLOs create one instance per unique value — avoid high-cardinality fields.

  • Synthetics SLOs are auto-grouped by monitor and location; do not set groupBy manually.

  • Burn rate alert rules are not auto-created using the API — set them up separately.

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