elastic
- 26 skills
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- ▌ Cel Programs · elastic bundleUse for all CEL and mito work on integrations that collect from APIs — writing CEL programs, cel.yml.hbs templates, manifest configuration, mock-first development with the mito CLI, system test mock setup, and answering CEL/mito questions. Load this skill whenever any data stream uses the cel input type.
- ▌ Package Spec · elastic bundlePackage specification compliance for Elastic integration packages. Covers manifest structure (format_version, conditions, variables, var_groups, provider_permissions, routing rules), changelog schema and semantic version bumps, and alignment with the upstream elastic/package-spec. Use when building or reviewing manifest.yml, changelog.yml, or debugging elastic-package lint/check errors on package metadata.
- ▌ Anonymize Logs · elasticAnonymize and sanitize customer-provided log files. Performs a line-by-line review and replaces all sensitive values inline, preserving log structure and format exactly — never reformats, re-indents, or restructures content. Use when sanitizing customer logs, sample events, or test fixtures. Invoke manually with /anonymize-logs.
- ▌ Entity Mappings · elastic bundleUse when adding or auditing ECS entity.* fields (entity inventory / entity store) on Elastic integrations — classifying a data stream as entity vs event, mapping vendor fields to entity.attributes.*, entity.lifecycle.*, and entity.relationships.*, or running an entity-coverage gap analysis on an existing package. Invoke manually with /entity-mappings.
- ▌ Dashboard Review · elastic bundleUse when reviewing dashboard JSON changes in a PR or branch. Extracts structured descriptions with kbdash, compares before/after, and checks guideline compliance.
- ▌ Ingest Pipelines · elastic bundleUse when designing or modifying Elasticsearch ingest pipelines, including single-path parsing, branching logic, sub-pipelines, enrichment processors, and robust on_failure handling.
- ▌ Create Integration · elastic bundleUse when creating a new Elastic integration package, scaffolding data streams, answering package layout or structure questions, or running the end-to-end integration build workflow. Covers package topology, scaffold commands, post-scaffold edits, and full orchestration of CEL/pipeline/test subagents.
- ▌ Ecs Field Mappings · elastic bundleUse when defining field mappings for data streams, populating ecs.yml with ECS field references, selecting ECS categorization values, choosing custom field types, or troubleshooting mapping validation failures.
- ▌ Review Integration · elastic bundleStandalone quality review for Elastic integrations. Classifies files by domain, loads domain-specific skills and review checklists, applies cross-domain consistency rules, CEL version verification, API conformance, and severity calibration. Input-agnostic: works on local packages, PR diffs, or branch comparisons. Use when reviewing integration quality independently of any build or fix workflow.
- ▌ Elastic Package CLI · elastic bundleUse when developing or validating Elastic integrations with elastic-package commands such as build, check, lint, format, test, stack, service, install, profiles, and benchmark.
- ▌ Integration Testing · elastic bundleUse when creating, running, or debugging elastic-package tests — pipeline fixture authoring and expected output, system tests with mock API wiring, and script tests for failure paths and upgrades. Load the reference file for the test type you are working on.
- ▌ Dashboard Guidelines · elastic bundleUse when creating or reviewing Kibana assets in packages, including dashboard export structure, naming, and data stream alignment.
- ▌ Input Configurations · elastic bundleInput template configuration for Elastic integrations. Covers agent stream templates (agent/stream/*.yml.hbs) for all non-CEL input types: HTTPJSON, AWS S3, CloudWatch, Azure Blob, Azure EventHub, GCS, GCP Pub/Sub, TCP, UDP, HTTP Endpoint, Filestream, Logfile, Journald, Winlog, and WebSocket. Also covers Federated Identity (Cloud Connectors) for agentless AWS integrations, including the auth.aws / use_cloud_connectors block on CEL stream templates. For CEL program logic, use the cel-programs skill.
- ▌ Maintain Integration · elastic bundleUse when reviewing, fixing, or improving an EXISTING Elastic integration package. Covers quality reviews, targeted fixes (pipelines, field mappings, CEL programs, manifests, changelogs), full improvement passes, and minor adjustments. Use create-integration instead when creating a new package or adding a new data stream from scratch.
- ▌ Research Integration · elastic bundleResearch a vendor, product, or feature to collect all information needed before building an Elastic integration. Investigates data collection methods, API or log documentation, sample data formats, field schemas, ECS mapping candidates, and configuration requirements. Outputs a structured research brief to research_results/<product>/. Invoke manually with /research-integration.
- ▌ Kibana Alerting Rules · elastic bundleCreate and manage Kibana alerting rules. Use when creating, updating, or managing rule lifecycle (enable, disable, mute, snooze), choosing metric threshold rule types and params, or read-only find/list with tag filters.
- ▌ Kibana Agent Builder · elastic bundleCreate and manage Kibana Agent Builder agents and custom tools. Use when asked to create, update, delete, test, or inspect agents or tools in Agent Builder, or when the user wants to understand what agents or tools already exist.
- ▌ Kibana Dashboards · elastic bundleCreate and manage Kibana Dashboards and Lens visualizations. Use when you need to define dashboards and visualizations declaratively, version control them, or automate their deployment.
- ▌ Observability Onboarding · elastic bundleOnboard an application into Elastic Observability with the Elastic Distribution of OpenTelemetry (EDOT): route on language and runtime, detect and replace a classic Elastic APM agent, apply the required OTLP configuration, and then verify with ES|QL that traces, metrics, and logs actually arrive under the expected service name. Use when adding observability to a service, migrating off the classic Elastic APM agent, or debugging why an instrumented service is not showing up in Elastic.
- ▌ Observability Sre Triage · elastic bundleTriage a degraded or suspect service end to end: read SLO status and burn rate, check active alerting rules and ML anomalies, measure throughput, latency, and error rate, assess dependency health and infrastructure saturation, and funnel logs down to the failures that explain it. Use when someone asks whether a service is healthy, why it is slow or erroring, what is in its logs, or which attribute distinguishes the requests that are failing. Also use when someone asks for the query behind any of those signals — throughput, latency percentiles, error rate, dependency health, or log volume — over APM/OTel traces, metrics, or logs.
- ▌ Security Case Management · elastic bundleCreate, search, update, and manage SOC cases via the Kibana Cases API. Use when tracking incidents, linking alerts to cases, adding investigation notes, or managing triage output.
- ▌ Kibana Workflows · elastic bundleAuthor, validate, test, run, and inspect Elastic Workflow YAML definitions. Use when the user wants to turn natural language into a Kibana workflow, fix workflow YAML, understand triggers or steps, or run a quick test loop against a real Kibana.
- ▌ Observability LLM Obs · elastic bundleAnswer questions about LLM and agentic-application behavior from data already ingested into Elastic: latency and error rate, token and cost utilization, response quality and guardrail events, and agentic call-chain orchestration. Use when the user asks about LLM monitoring, GenAI observability, token spend or AI cost, model latency, prompt or guardrail failures, or how an agent's tool-call chain executed.
- ▌ Security Alert Triage · elastic bundleTriage Elastic Security alerts — gather context, classify threats, create cases, and acknowledge. Use when triaging alerts, performing SOC analysis, or investigating detections.
- ▌ Cloud Provisioning · elastic bundleProvision and operate Elastic Cloud infrastructure: create, connect to, update, and delete Serverless projects (Elasticsearch, Observability, Security); manage traffic filters (IP and AWS PrivateLink network security); and manage the lifecycle of Elastic Cloud Hosted deployments. Use when creating or performing day-2 operations on serverless projects or hosted deployments, or restricting their network access.
- ▌ Cloud Onboarding · elastic bundleOnboard an Elastic Cloud organization: configure the `elastic` CLI's Cloud context and API key, establish a default region, then invite users, assign predefined or custom Serverless project roles, and create or revoke Cloud API keys. Use when setting up Cloud authentication or when granting, modifying, or auditing user access to an organization and its projects.