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For CEL input programs, use the cel-programs skill instead.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},"elastic","Elastic","https:\u002F\u002Fpexgzepcugksgbtrxkhf.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Forg-logos\u002Felastic.png",[12,16,19,22,23,26],{"name":13,"slug":14,"type":15},"Azure","azure","tag",{"name":17,"slug":18,"type":15},"Configuration","configuration",{"name":20,"slug":21,"type":15},"Integrations","integrations",{"name":9,"slug":8,"type":15},{"name":24,"slug":25,"type":15},"AWS","aws",{"name":27,"slug":28,"type":15},"Google Cloud","google-cloud",11,"https:\u002F\u002Fgithub.com\u002Felastic\u002Fintegration-skills","2026-07-12T07:47:14.823164","Apache-2.0",2,[],{"repoUrl":30,"stars":29,"forks":33,"topics":36,"description":37},[],null,"https:\u002F\u002Fgithub.com\u002Felastic\u002Fintegration-skills\u002Ftree\u002FHEAD\u002Fskills\u002Finput-configurations","---\nname: input-configurations\ndescription: >-\n  Input template configuration for Elastic integrations. Covers agent stream\n  templates (agent\u002Fstream\u002F*.yml.hbs) for all non-CEL input types: HTTPJSON,\n  AWS S3, CloudWatch, Azure Blob, Azure EventHub, GCS, GCP Pub\u002FSub, TCP, UDP,\n  HTTP Endpoint, Filestream, Logfile, Journald, Winlog, and WebSocket. For CEL\n  input programs, use the cel-programs skill instead.\nlicense: Apache-2.0\nmetadata:\n  author: elastic\n  version: \"1.0\"\n---\n\n# input-configurations\n\n## When to use\n\nLoad this skill whenever tasks include:\n- building, modifying, or reviewing `agent\u002Fstream\u002F*.yml.hbs` templates for non-CEL input types\n- configuring request, response, pagination, cursor, or authentication blocks in HTTPJSON templates\n- wiring up cloud storage inputs (AWS S3, GCS, Azure Blob, Azure EventHub)\n- setting up network inputs (TCP, UDP, HTTP Endpoint, WebSocket)\n- configuring file-based inputs (Filestream, Logfile, Journald, Winlog)\n\n## When not to use\n\nDo not use this skill as the primary guide for:\n- CEL program development (`cel-programs`) -- CEL templates have their own structure, state model, and mito workflow\n- ingest pipeline processor design (`ingest-pipelines`)\n- field mappings and ECS compliance (`ecs-field-mappings`)\n\n## Mandatory first read\n\n**Always load `references\u002Fcommon-input-patterns.md` first.** It covers patterns that apply to every input type (tags, processors passthrough, variable conventions, `forwarded`\u002F`publisher_pipeline.disable_host` coupling). These patterns are prerequisites for all type-specific guides.\n\n## Type routing table\n\nDetect the input type from the filename pattern in `agent\u002Fstream\u002F` or from the data stream manifest `input:` field, then load the matching guide.\n\n| Input type | Filename pattern | Guide |\n|---|---|---|\n| HTTPJSON | `httpjson.yml.hbs` | `references\u002Fhttpjson-guide.md` |\n| AWS S3 | `aws-s3.yml.hbs` | `references\u002Faws-s3-guide.md` |\n| CloudWatch | `aws-cloudwatch.yml.hbs` | `references\u002Faws-cloudwatch-guide.md` |\n| Azure Blob Storage | `azure-blob-storage.yml.hbs` | `references\u002Fazure-blob-guide.md` |\n| Azure Event Hub | `azure-eventhub.yml.hbs` | `references\u002Fazure-eventhub-guide.md` |\n| GCS | `gcs.yml.hbs` | `references\u002Fgcs-guide.md` |\n| GCP Pub\u002FSub | `gcp-pubsub.yml.hbs` | `references\u002Fgcp-pubsub-guide.md` |\n| TCP | `tcp.yml.hbs` | `references\u002Ftcp-guide.md` |\n| UDP | `udp.yml.hbs` | `references\u002Fudp-guide.md` |\n| HTTP Endpoint | `http_endpoint.yml.hbs` | `references\u002Fhttp-endpoint-guide.md` |\n| Filestream | `filestream.yml.hbs` | `references\u002Ffilestream-guide.md` |\n| Logfile | `log.yml.hbs` | `references\u002Flogfile-guide.md` |\n| Journald | `journald.yml.hbs` | `references\u002Fjournald-guide.md` |\n| Winlog | `winlog.yml.hbs` | `references\u002Fwinlog-guide.md` |\n| WebSocket | `websocket.yml.hbs` | `references\u002Fwebsocket-guide.md` |\n\nLoad **only** the guide for the detected input type, not all guides.\n\n## Handoff\n\n- For **CEL programs** (`cel.yml.hbs`), hand off to the `cel-programs` skill.\n- For **pipeline issues** discovered while reviewing input templates, hand off to the `ingest-pipelines` skill.\n- For **field mapping issues** found in template variable wiring, hand off to the `ecs-field-mappings` skill.\n\n## References\n\n- `references\u002Fcommon-input-patterns.md` -- tags, processors passthrough, variable conventions, review flags (applies to ALL input types)\n- 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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. Invoke manually with \u002Fanonymize-logs.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[768,771,774,777],{"name":769,"slug":770,"type":15},"Data Cleaning","data-cleaning",{"name":772,"slug":773,"type":15},"Logs","logs",{"name":775,"slug":776,"type":15},"Privacy","privacy",{"name":778,"slug":779,"type":15},"Security","security","2026-07-18T05:13:04.420121",{"slug":130,"name":130,"fn":782,"description":783,"org":784,"tags":785,"stars":29,"repoUrl":30,"updatedAt":794},"write CEL programs for data collection","Use 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\u002Fmito questions. Load this skill whenever any data stream uses the cel input type.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[786,789,792,793],{"name":787,"slug":788,"type":15},"API Development","api-development",{"name":790,"slug":791,"type":15},"Data Engineering","data-engineering",{"name":9,"slug":8,"type":15},{"name":20,"slug":21,"type":15},"2026-07-12T07:47:10.207064",{"slug":796,"name":796,"fn":797,"description":798,"org":799,"tags":800,"stars":29,"repoUrl":30,"updatedAt":805},"create-integration","create Elastic integration packages","Use 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\u002Fpipeline\u002Ftest subagents.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[801,804],{"name":802,"slug":803,"type":15},"Elasticsearch","elasticsearch",{"name":20,"slug":21,"type":15},"2026-07-12T07:46:56.318866",{"slug":807,"name":807,"fn":808,"description":809,"org":810,"tags":811,"stars":29,"repoUrl":30,"updatedAt":822},"dashboard-guidelines","create and review Kibana dashboard assets","Use when creating or reviewing Kibana assets in packages, including dashboard export structure, naming, and data stream alignment.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[812,815,816,819],{"name":813,"slug":814,"type":15},"Dashboards","dashboards",{"name":802,"slug":803,"type":15},{"name":817,"slug":818,"type":15},"Kibana","kibana",{"name":820,"slug":821,"type":15},"UI Components","ui-components","2026-07-12T07:47:07.702332",{"slug":824,"name":824,"fn":825,"description":826,"org":827,"tags":828,"stars":29,"repoUrl":30,"updatedAt":835},"dashboard-review","review Elastic dashboard JSON changes","Use when reviewing dashboard JSON changes in a PR or branch. Extracts structured descriptions with kbdash, compares before\u002Fafter, and checks guideline compliance.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[829,832,833,834],{"name":830,"slug":831,"type":15},"Code Review","code-review",{"name":813,"slug":814,"type":15},{"name":9,"slug":8,"type":15},{"name":817,"slug":818,"type":15},"2026-07-12T07:47:06.493988",{"slug":156,"name":156,"fn":837,"description":838,"org":839,"tags":840,"stars":29,"repoUrl":30,"updatedAt":849},"define ECS field mappings for integrations","Use 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.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[841,844,847,848],{"name":842,"slug":843,"type":15},"Data Modeling","data-modeling",{"name":845,"slug":846,"type":15},"Data Quality","data-quality",{"name":9,"slug":8,"type":15},{"name":20,"slug":21,"type":15},"2026-07-12T07:47:13.472534",{"slug":851,"name":851,"fn":852,"description":853,"org":854,"tags":855,"stars":29,"repoUrl":30,"updatedAt":864},"elastic-package-cli","develop and validate Elastic integrations","Use when developing or validating Elastic integrations with elastic-package commands such as build, check, lint, format, test, stack, service, install, profiles, and benchmark.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[856,859,860,861],{"name":857,"slug":858,"type":15},"CLI","cli",{"name":9,"slug":8,"type":15},{"name":20,"slug":21,"type":15},{"name":862,"slug":863,"type":15},"Testing","testing","2026-07-12T07:46:57.647395",14,{"items":867,"total":1031},[868,887,904,915,934,946,956,969,981,994,1005,1018],{"slug":869,"name":869,"fn":870,"description":871,"org":872,"tags":873,"stars":884,"repoUrl":885,"updatedAt":886},"accessing-benchmark-results","retrieve and analyze Rally benchmark results","Retrieve Rally benchmark results from an external Elasticsearch metrics store. Use to list past races, get a single race's overall (per-task) results, chart a metric's trend across multiple runs, compare two races, or check whether a run converged — e.g. \"show me recent geonames races\", \"what's the service_time trend for nyc_taxis over the last 30 days?\", \"compare these two race-ids\". Applies when datastore.type = elasticsearch is set in ~\u002F.rally\u002Frally.ini.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[874,877,880,881],{"name":875,"slug":876,"type":15},"Analytics","analytics",{"name":878,"slug":879,"type":15},"Data Analysis","data-analysis",{"name":9,"slug":8,"type":15},{"name":882,"slug":883,"type":15},"Performance","performance",2027,"https:\u002F\u002Fgithub.com\u002Felastic\u002Frally","2026-07-12T07:46:38.54144",{"slug":888,"name":888,"fn":889,"description":890,"org":891,"tags":892,"stars":884,"repoUrl":885,"updatedAt":903},"developing-rally","develop and debug Rally source code","Work on Rally's own codebase, not running benchmarks with it. Use when setting up the dev environment, running Rally's tests or linters, navigating its source, debugging Rally's own code, or making changes to Rally itself.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[893,896,897,900],{"name":894,"slug":895,"type":15},"Debugging","debugging",{"name":9,"slug":8,"type":15},{"name":898,"slug":899,"type":15},"Engineering","engineering",{"name":901,"slug":902,"type":15},"Local Development","local-development","2026-07-12T07:46:35.976807",{"slug":905,"name":905,"fn":906,"description":907,"org":908,"tags":909,"stars":884,"repoUrl":885,"updatedAt":914},"running-benchmarks","run Rally benchmarks against Elasticsearch","Run Rally benchmarks (races) against Elasticsearch — an existing\u002Fexternal cluster or a Rally-provisioned distribution — and read the summary report. Use when running a race (any pipeline, track, challenge, target-hosts, or auth) or when interpreting throughput, latency, and service_time results.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[910,911,912,913],{"name":9,"slug":8,"type":15},{"name":802,"slug":803,"type":15},{"name":882,"slug":883,"type":15},{"name":862,"slug":863,"type":15},"2026-07-12T07:46:37.277964",{"slug":916,"name":916,"fn":917,"description":918,"org":919,"tags":920,"stars":931,"repoUrl":932,"updatedAt":933},"cloud-access-management","manage Elastic Cloud organization access","Manage Elastic Cloud organization access: invite users, assign roles to Serverless projects, and create or revoke Cloud API keys. Use when granting, modifying, or auditing user access.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[921,924,925,928],{"name":922,"slug":923,"type":15},"Cloud","cloud",{"name":9,"slug":8,"type":15},{"name":926,"slug":927,"type":15},"Operations","operations",{"name":929,"slug":930,"type":15},"Permissions","permissions",531,"https:\u002F\u002Fgithub.com\u002Felastic\u002Fagent-skills","2026-07-12T07:46:44.946285",{"slug":935,"name":935,"fn":936,"description":937,"org":938,"tags":939,"stars":931,"repoUrl":932,"updatedAt":945},"cloud-create-project","create Elastic Cloud Serverless projects","Creates Elastic Cloud Serverless projects (Elasticsearch, Observability, or Security) via the REST API, saves credentials to file, and bootstraps a scoped Elasticsearch API key. Use when creating a new serverless project, provisioning a search or observability environment, or spinning up a new Elastic Cloud project.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[940,941,944],{"name":922,"slug":923,"type":15},{"name":942,"slug":943,"type":15},"Deployment","deployment",{"name":802,"slug":803,"type":15},"2026-07-12T07:46:42.353362",{"slug":947,"name":947,"fn":948,"description":949,"org":950,"tags":951,"stars":931,"repoUrl":932,"updatedAt":955},"cloud-manage-project","manage Elastic Cloud Serverless projects","Manages existing Elastic Cloud Serverless projects: list, get, update, delete, reset credentials, resume, and load saved credentials. Connects to existing projects by resolving endpoints and acquiring scoped Elasticsearch API keys. Use when performing day-2 operations on serverless projects, connecting to an existing project, loading or resetting project credentials, or looking up project details.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[952,953,954],{"name":922,"slug":923,"type":15},{"name":802,"slug":803,"type":15},{"name":926,"slug":927,"type":15},"2026-07-12T07:46:41.097412",{"slug":957,"name":957,"fn":958,"description":959,"org":960,"tags":961,"stars":931,"repoUrl":932,"updatedAt":968},"cloud-network-security","manage Elastic Cloud network security","Manage Serverless network security (traffic filters): create, update, and delete IP filters and AWS PrivateLink VPC filters. Use when restricting network access or configuring private connectivity.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[962,963,964,967],{"name":922,"slug":923,"type":15},{"name":802,"slug":803,"type":15},{"name":965,"slug":966,"type":15},"Networking","networking",{"name":778,"slug":779,"type":15},"2026-07-12T07:46:43.675992",{"slug":970,"name":970,"fn":971,"description":972,"org":973,"tags":974,"stars":931,"repoUrl":932,"updatedAt":980},"cloud-setup","configure Elastic Cloud authentication","Configures Elastic Cloud authentication and environment defaults. Use when setting up EC_API_KEY, configuring Cloud API access, or when another cloud skill requires credentials.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[975,978,979],{"name":976,"slug":977,"type":15},"Authentication","authentication",{"name":922,"slug":923,"type":15},{"name":802,"slug":803,"type":15},"2026-07-12T07:46:39.783105",{"slug":982,"name":982,"fn":983,"description":984,"org":985,"tags":986,"stars":931,"repoUrl":932,"updatedAt":993},"elasticsearch-audit","configure Elasticsearch security audit logs","Enable, configure, and query Elasticsearch security audit logs. Use when the task involves audit logging setup, event filtering, or investigating security incidents like failed logins.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[987,990,991,992],{"name":988,"slug":989,"type":15},"Audit","audit",{"name":802,"slug":803,"type":15},{"name":772,"slug":773,"type":15},{"name":778,"slug":779,"type":15},"2026-07-12T07:47:35.092599",{"slug":995,"name":995,"fn":996,"description":997,"org":998,"tags":999,"stars":931,"repoUrl":932,"updatedAt":1004},"elasticsearch-authn","configure Elasticsearch authentication realms","Authenticate to Elasticsearch using native, file-based, LDAP\u002FAD, SAML, OIDC, Kerberos, JWT, or certificate realms. Use when connecting with credentials, choosing a realm, or managing API keys. Assumes the target realms are already configured.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1000,1001,1002,1003],{"name":976,"slug":977,"type":15},{"name":9,"slug":8,"type":15},{"name":802,"slug":803,"type":15},{"name":778,"slug":779,"type":15},"2026-07-12T07:47:41.474547",{"slug":1006,"name":1006,"fn":1007,"description":1008,"org":1009,"tags":1010,"stars":931,"repoUrl":932,"updatedAt":1017},"elasticsearch-authz","manage Elasticsearch RBAC and security roles","Manage Elasticsearch RBAC: native users, roles, role mappings, document- and field-level security. Use when creating users or roles, assigning privileges, or mapping external realms like LDAP\u002FSAML.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1011,1012,1013,1016],{"name":9,"slug":8,"type":15},{"name":802,"slug":803,"type":15},{"name":1014,"slug":1015,"type":15},"RBAC","rbac",{"name":778,"slug":779,"type":15},"2026-07-12T07:47:36.394177",{"slug":1019,"name":1019,"fn":1020,"description":1021,"org":1022,"tags":1023,"stars":931,"repoUrl":932,"updatedAt":1030},"elasticsearch-esql","query Elasticsearch data with ES|QL","Execute ES|QL (Elasticsearch Query Language) queries, use when the user wants to query Elasticsearch data, analyze logs, aggregate metrics, explore data, or create charts and dashboards from ES|QL results.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1024,1025,1026,1027],{"name":875,"slug":876,"type":15},{"name":878,"slug":879,"type":15},{"name":802,"slug":803,"type":15},{"name":1028,"slug":1029,"type":15},"SQL","sql","2026-07-12T07:47:40.249533",86]