[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill-elastic-docs-frontmatter-description":3,"mdc-7vh4k2-key":36,"related-org-elastic-docs-frontmatter-description":792,"related-repo-elastic-docs-frontmatter-description":966},{"slug":4,"name":4,"fn":5,"description":6,"org":7,"tags":11,"stars":23,"repoUrl":24,"updatedAt":25,"license":26,"forks":27,"topics":28,"repo":31,"sourceUrl":34,"mdContent":35},"docs-frontmatter-description","generate meta descriptions for Elastic documentation","Generate or improve meta descriptions in Elastic documentation frontmatter following SEO best practices. 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Use when adding description fields to doc pages, auditing missing descriptions, or improving metadata for search discoverability.\nargument-hint: \u003Cfile-or-directory>\ncontext: fork\nallowed-tools: Read, Grep, Glob, Edit\nsources:\n  - https:\u002F\u002Fdevelopers.google.com\u002Fsearch\u002Fdocs\u002Fappearance\u002Fsnippet\n---\n\u003C!-- Copyright Elasticsearch B.V. and\u002For licensed to Elasticsearch B.V. under one\nor more contributor license agreements. See the NOTICE file distributed with\nthis work for additional information regarding copyright\nownership. Elasticsearch B.V. licenses this file to you under\nthe Apache License, Version 2.0 (the \"License\"); you may\nnot use this file except in compliance with the License.\nYou may obtain a copy of the License at\n\n\thttp:\u002F\u002Fwww.apache.org\u002Flicenses\u002FLICENSE-2.0\n\nUnless required by applicable law or agreed to in writing,\nsoftware distributed under the License is distributed on an\n\"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY\nKIND, either express or implied.  See the License for the\nspecific language governing permissions and limitations\nunder the License. -->\n\nYou are a meta description writer for Elastic documentation. Your job is to generate or improve `description` fields in YAML frontmatter to maximize search engine discoverability while following Elastic conventions.\n\n## Inputs\n\n`$ARGUMENTS` is a file path or directory. If a directory, process all `.md` files. If empty, ask the user what to work on.\n\nFor each file, read the frontmatter and the first ~30 lines of content to understand the page's purpose before writing the description.\n\n## Constraints\n\nAll descriptions must meet these requirements:\n\n| Rule | Detail |\n|------|--------|\n| **Length** | Maximum 200 characters |\n| **Tone** | Action-oriented, value-focused, factual and impersonal |\n| **Voice** | No \"you can\", \"users can\", or \"this page explains\" |\n| **Sentences** | Complete sentences, not fragments or labels |\n| **Context** | Include \"with [feature\u002Ftool]\" to establish scope |\n| **Substitutions** | Plain text only — no Jinja2 variables (`{{kib}}`, `{{es}}`) since they aren't parsed in frontmatter |\n| **Forbidden words** | \"teaching\", \"enable\", \"disable\", or condescending\u002Fexcluding terms |\n| **No versions** | Don't mention version numbers |\n| **No colons** | Don't include `:` after `description:` — it breaks YAML parsing |\n| **Uniqueness** | Each description must be unique to its page |\n\n## Content type patterns\n\nIdentify the doc type first — it determines how to start the description.\n\n### Tutorials\n\nStart with \"Step-by-step tutorial for...\":\n```yaml\ndescription: Step-by-step tutorial for building a time series dashboard with ecommerce data, including custom intervals, percentiles, and multi-layer visualizations.\n```\n\n### Troubleshooting pages\n\nStart with \"Troubleshooting guide for...\":\n```yaml\ndescription: Troubleshooting guide for Graph API issues including missing results, slow performance, and noisy connections. Understand sampling strategies and limitations.\n```\n\n### Reference pages\n\nWork \"reference\" naturally into the sentence (not as a label prefix):\n```yaml\ndescription: Compare visualization capabilities across Lens, TSVB, aggregation-based editors, Vega, and Timelion. Reference tables list supported chart types, features, and aggregations.\n```\n\n### Standard how-to \u002F procedural pages\n\nNo label prefix — lead with the action:\n```yaml\ndescription: Add interactive filter controls to dashboards with Options lists, Range sliders, and Time sliders. Filter data dynamically and focus on specific segments.\n```\n\n### Overview \u002F explanation pages\n\nLead with what the feature does and its value:\n```yaml\ndescription: Detect patterns in unstructured logs with Discover's pattern analysis. 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content",{"type":48,"tag":677,"props":688,"children":689},{},[690,695],{"type":48,"tag":141,"props":691,"children":692},{},[693],{"type":53,"value":694},"Identify",{"type":53,"value":696}," the doc type (tutorial, how-to, reference, troubleshooting, overview)",{"type":48,"tag":677,"props":698,"children":699},{},[700,705,707,712],{"type":48,"tag":141,"props":701,"children":702},{},[703],{"type":53,"value":704},"Check",{"type":53,"value":706}," if a ",{"type":48,"tag":56,"props":708,"children":710},{"className":709},[],[711],{"type":53,"value":61},{"type":53,"value":713}," field already exists",{"type":48,"tag":677,"props":715,"children":716},{},[717,722],{"type":48,"tag":141,"props":718,"children":719},{},[720],{"type":53,"value":721},"Write or rewrite",{"type":53,"value":723}," the description following the constraints and type 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descriptions.",{"type":48,"tag":65,"props":757,"children":759},{"id":758},"report",[760],{"type":53,"value":761},"Report",{"type":48,"tag":49,"props":763,"children":764},{},[765],{"type":53,"value":766},"After processing, summarize:",{"type":48,"tag":768,"props":769,"children":770},"ul",{},[771,776,781],{"type":48,"tag":677,"props":772,"children":773},{},[774],{"type":53,"value":775},"Files updated (with old → new description if rewritten)",{"type":48,"tag":677,"props":777,"children":778},{},[779],{"type":53,"value":780},"Files skipped (already had good descriptions)",{"type":48,"tag":677,"props":782,"children":783},{},[784],{"type":53,"value":785},"Files missing descriptions (if any remain)",{"type":48,"tag":787,"props":788,"children":789},"style",{},[790],{"type":53,"value":791},"html .light .shiki span {color: var(--shiki-light);background: var(--shiki-light-bg);font-style: var(--shiki-light-font-style);font-weight: var(--shiki-light-font-weight);text-decoration: var(--shiki-light-text-decoration);}html.light .shiki span {color: var(--shiki-light);background: var(--shiki-light-bg);font-style: var(--shiki-light-font-style);font-weight: var(--shiki-light-font-weight);text-decoration: var(--shiki-light-text-decoration);}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}",{"items":793,"total":965},[794,813,830,845,864,876,886,901,913,928,939,952],{"slug":795,"name":795,"fn":796,"description":797,"org":798,"tags":799,"stars":810,"repoUrl":811,"updatedAt":812},"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},[800,803,806,807],{"name":801,"slug":802,"type":15},"Analytics","analytics",{"name":804,"slug":805,"type":15},"Data Analysis","data-analysis",{"name":9,"slug":8,"type":15},{"name":808,"slug":809,"type":15},"Performance","performance",2027,"https:\u002F\u002Fgithub.com\u002Felastic\u002Frally","2026-07-12T07:46:38.54144",{"slug":814,"name":814,"fn":815,"description":816,"org":817,"tags":818,"stars":810,"repoUrl":811,"updatedAt":829},"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},[819,822,823,826],{"name":820,"slug":821,"type":15},"Debugging","debugging",{"name":9,"slug":8,"type":15},{"name":824,"slug":825,"type":15},"Engineering","engineering",{"name":827,"slug":828,"type":15},"Local Development","local-development","2026-07-12T07:46:35.976807",{"slug":831,"name":831,"fn":832,"description":833,"org":834,"tags":835,"stars":810,"repoUrl":811,"updatedAt":844},"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},[836,837,840,841],{"name":9,"slug":8,"type":15},{"name":838,"slug":839,"type":15},"Elasticsearch","elasticsearch",{"name":808,"slug":809,"type":15},{"name":842,"slug":843,"type":15},"Testing","testing","2026-07-12T07:46:37.277964",{"slug":846,"name":846,"fn":847,"description":848,"org":849,"tags":850,"stars":861,"repoUrl":862,"updatedAt":863},"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},[851,854,855,858],{"name":852,"slug":853,"type":15},"Cloud","cloud",{"name":9,"slug":8,"type":15},{"name":856,"slug":857,"type":15},"Operations","operations",{"name":859,"slug":860,"type":15},"Permissions","permissions",531,"https:\u002F\u002Fgithub.com\u002Felastic\u002Fagent-skills","2026-07-12T07:46:44.946285",{"slug":865,"name":865,"fn":866,"description":867,"org":868,"tags":869,"stars":861,"repoUrl":862,"updatedAt":875},"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},[870,871,874],{"name":852,"slug":853,"type":15},{"name":872,"slug":873,"type":15},"Deployment","deployment",{"name":838,"slug":839,"type":15},"2026-07-12T07:46:42.353362",{"slug":877,"name":877,"fn":878,"description":879,"org":880,"tags":881,"stars":861,"repoUrl":862,"updatedAt":885},"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},[882,883,884],{"name":852,"slug":853,"type":15},{"name":838,"slug":839,"type":15},{"name":856,"slug":857,"type":15},"2026-07-12T07:46:41.097412",{"slug":887,"name":887,"fn":888,"description":889,"org":890,"tags":891,"stars":861,"repoUrl":862,"updatedAt":900},"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},[892,893,894,897],{"name":852,"slug":853,"type":15},{"name":838,"slug":839,"type":15},{"name":895,"slug":896,"type":15},"Networking","networking",{"name":898,"slug":899,"type":15},"Security","security","2026-07-12T07:46:43.675992",{"slug":902,"name":902,"fn":903,"description":904,"org":905,"tags":906,"stars":861,"repoUrl":862,"updatedAt":912},"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},[907,910,911],{"name":908,"slug":909,"type":15},"Authentication","authentication",{"name":852,"slug":853,"type":15},{"name":838,"slug":839,"type":15},"2026-07-12T07:46:39.783105",{"slug":914,"name":914,"fn":915,"description":916,"org":917,"tags":918,"stars":861,"repoUrl":862,"updatedAt":927},"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},[919,922,923,926],{"name":920,"slug":921,"type":15},"Audit","audit",{"name":838,"slug":839,"type":15},{"name":924,"slug":925,"type":15},"Logs","logs",{"name":898,"slug":899,"type":15},"2026-07-12T07:47:35.092599",{"slug":929,"name":929,"fn":930,"description":931,"org":932,"tags":933,"stars":861,"repoUrl":862,"updatedAt":938},"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},[934,935,936,937],{"name":908,"slug":909,"type":15},{"name":9,"slug":8,"type":15},{"name":838,"slug":839,"type":15},{"name":898,"slug":899,"type":15},"2026-07-12T07:47:41.474547",{"slug":940,"name":940,"fn":941,"description":942,"org":943,"tags":944,"stars":861,"repoUrl":862,"updatedAt":951},"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},[945,946,947,950],{"name":9,"slug":8,"type":15},{"name":838,"slug":839,"type":15},{"name":948,"slug":949,"type":15},"RBAC","rbac",{"name":898,"slug":899,"type":15},"2026-07-12T07:47:36.394177",{"slug":953,"name":953,"fn":954,"description":955,"org":956,"tags":957,"stars":861,"repoUrl":862,"updatedAt":964},"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},[958,959,960,961],{"name":801,"slug":802,"type":15},{"name":804,"slug":805,"type":15},{"name":838,"slug":839,"type":15},{"name":962,"slug":963,"type":15},"SQL","sql","2026-07-12T07:47:40.249533",86,{"items":967,"total":1043},[968,978,991,1001,1010,1022,1032],{"slug":969,"name":969,"fn":970,"description":971,"org":972,"tags":973,"stars":23,"repoUrl":24,"updatedAt":977},"docs-applies-to-tagging","validate applies_to tags in Elastic documentation","Validate and generate applies_to tags in Elastic documentation, including for cumulative docs across versions and deployment types. Use when writing new docs pages, reviewing existing pages for correct applies_to usage, deciding whether to preserve or replace existing version-scoped content, or when content changes lifecycle state (experimental, preview, beta, GA, deprecated, removed).",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[974,975,976],{"name":17,"slug":18,"type":15},{"name":9,"slug":8,"type":15},{"name":21,"slug":22,"type":15},"2026-07-12T07:50:42.801473",{"slug":979,"name":979,"fn":980,"description":981,"org":982,"tags":983,"stars":23,"repoUrl":24,"updatedAt":990},"docs-check-style","check documentation for Elastic style compliance","Check documentation for Elastic style guide compliance using Vale linter output and style rules. Use when writing, editing, or reviewing docs to catch voice, tone, grammar, formatting, accessibility, and word choice issues.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[984,987,988,989],{"name":985,"slug":986,"type":15},"Accessibility","accessibility",{"name":17,"slug":18,"type":15},{"name":9,"slug":8,"type":15},{"name":21,"slug":22,"type":15},"2026-07-12T07:49:36.112751",{"slug":992,"name":992,"fn":993,"description":994,"org":995,"tags":996,"stars":23,"repoUrl":24,"updatedAt":1000},"docs-content-type-checker","check Elastic documentation content types","Check a docs-content page against Elastic content type guidelines (overview, how-to, tutorial, troubleshooting, changelog), or classify a proposed page idea against the content types before drafting. Use when the user asks to check content type compliance, validate page structure, review a doc against content type standards, or decide which content type a planned page should use.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[997,998,999],{"name":17,"slug":18,"type":15},{"name":9,"slug":8,"type":15},{"name":21,"slug":22,"type":15},"2026-07-12T07:50:36.826563",{"slug":1002,"name":1002,"fn":1003,"description":1004,"org":1005,"tags":1006,"stars":23,"repoUrl":24,"updatedAt":1009},"docs-draft-workflow-docs","draft Elastic Workflows documentation","Draft or update Elastic Workflows documentation pages in explore-analyze\u002Fworkflows\u002F — step references, use cases, how-tos, concepts, and overviews. Use when writing Workflows docs, documenting a step type, turning workflow YAML into documentation, drafting from a doc issue in docs-content or docs-content-internal, or creating a new page under the Workflows docset.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1007,1008],{"name":17,"slug":18,"type":15},{"name":21,"slug":22,"type":15},"2026-07-12T07:48:02.16095",{"slug":1011,"name":1011,"fn":1012,"description":1013,"org":1014,"tags":1015,"stars":23,"repoUrl":24,"updatedAt":1021},"docs-fix-changelog","improve Elastic changelog YAML files","Suggest improved text for changelog YAML files against current Elastic standards. Mirrors the pattern catalog from docs-review-changelog to provide consistent fixes. Includes type-title alignment checking and technical content assessment to catch overly technical titles that need user-focused rewrites. Features repository-aware area validation and enhanced confidence scoring. Supports single files or directories. Fetches canonical guidance to stay in sync. Use after review identifies quality issues, or when drafting new changelogs.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1016,1017,1018,1019],{"name":17,"slug":18,"type":15},{"name":9,"slug":8,"type":15},{"name":21,"slug":22,"type":15},{"name":1020,"slug":363,"type":15},"YAML","2026-07-12T07:48:58.570382",{"slug":1023,"name":1023,"fn":1024,"description":1025,"org":1026,"tags":1027,"stars":23,"repoUrl":24,"updatedAt":1031},"docs-flag-jargon-skill","flag Elastic jargon in documentation","Flag Elastic-internal jargon in documentation and suggest plain-language replacements. Use when reviewing, writing, or editing docs to catch terms that external readers would not understand.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1028,1029,1030],{"name":17,"slug":18,"type":15},{"name":9,"slug":8,"type":15},{"name":21,"slug":22,"type":15},"2026-07-12T07:49:34.836748",{"slug":1033,"name":1033,"fn":1034,"description":1035,"org":1036,"tags":1037,"stars":23,"repoUrl":24,"updatedAt":1042},"docs-frontmatter-audit","audit Elastic documentation frontmatter","Audit Elastic documentation files for frontmatter completeness and correctness. Checks products, description, and navigation_title fields across a directory. Use when auditing docs metadata, checking frontmatter quality before publishing, or validating a batch of files.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1038,1039,1040,1041],{"name":920,"slug":921,"type":15},{"name":17,"slug":18,"type":15},{"name":9,"slug":8,"type":15},{"name":21,"slug":22,"type":15},"2026-07-12T07:49:39.883351",18]