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Extracts structured descriptions with kbdash, compares before\u002Fafter, and checks guideline compliance.\"\nlicense: Apache-2.0\nmetadata:\n  author: elastic\n  version: \"1.0\"\n---\n\n# dashboard-review\n\n## When to use\n\nUse this skill when tasks include:\n- reviewing a PR that modifies Kibana dashboard JSON files\n- comparing dashboard changes between branches\n- summarizing what changed in dashboard exports\n- checking dashboard changes against the official dashboard guidelines\n\n## When not to use\n\nDo not use this skill as the primary guide for:\n- creating new dashboards or exporting them from Kibana (`dashboard-guidelines`)\n- dashboard naming conventions and file layout (`dashboard-guidelines` → `references\u002Fkibana-assets-layout.md`)\n- package-wide command orchestration (`elastic-package-cli`)\n- test suite selection (`integration-testing`)\n\n## Prerequisites\n\n`kbdash` must be installed:\n\n```bash\ngo install github.com\u002Fefd6\u002Fkbdash@latest\n```\n\nLines prefixed with `[!]` in the output are warnings about potential\nissues in the dashboard JSON (consistency mismatches, incomplete\nextraction, parse errors). Run `kbdash -h` for a description of each\nwarning type.\n\n## Review procedure\n\nRead `references\u002Freview-procedure.md` for the full step-by-step\nworkflow. The high-level flow is:\n\n1. **Identify** changed dashboard files (added, removed, modified).\n2. **Extract** before\u002Fafter descriptions with `kbdash`.\n3. **Compare** descriptions and classify changes as meaningful or cosmetic.\n4. **Verify** suspected issues against the raw JSON before reporting.\n5. **Format** output as one section per dashboard with bullet-pointed changes.\n6. **Check** guideline compliance on added or modified dashboards.\n\n## Guideline compliance checks\n\nAfter summarizing changes, check the final state of every added or\nmodified dashboard against the [official dashboard guidelines][dg].\nReport violations in a \"Guideline notes\" subsection after the\nchange summary for each dashboard.\n\n[dg]: https:\u002F\u002Fwww.elastic.co\u002Fdocs\u002Fextend\u002Fintegrations\u002Fdashboard-guidelines\n\n**Check for these issues:**\n\n- **TSVB panels:** Flag any `visualization` panel using TSVB. The\n  guidelines require Lens for all new visualizations. Migrating\n  existing TSVB to Lens is encouraged.\n- **Missing dataset filter:** Each visualization should filter on\n  `data_stream.dataset` or an equivalently specific scope. Flag\n  panels that query broad index patterns (`metrics-*`, `logs-*`)\n  without scoping.\n- **By-reference visualizations:** Visualization and lens panels\n  should be embedded by value. In the raw JSON, `references` entries\n  with a `panelRefName` indicate by-reference panels. Flag these\n  only when the reference type is `visualization`, `lens`, or `map`.\n  Saved searches (`search` type) are inherently referenced and\n  should not be flagged.\n- **Deprecated input controls:** The `input-control-vis` type is\n  deprecated. Dashboard-native controls should be used instead.\n- **Package-name title prefix:** Panel titles matching\n  `[\u003CPackage Name> ...]` create unnecessary repetition. Flag these.\n- **Broad wildcard filters:** Filters using unscoped `-*` patterns\n  without further qualification are a performance concern.\n- **High panel count:** If a dashboard has more than roughly 20\n  panels, note it. The guidelines recommend splitting across\n  dashboards and linking with drilldowns.\n\nOnly report issues that actually exist — skip passing checks. For\npre-existing violations in unchanged panels, mention them once\nbriefly (\"N existing panels also use TSVB\") rather than listing\neach one. Focus review attention on newly added or modified panels.\n\n## Handoff to other skills\n\nAfter the review is complete:\n1. `dashboard-guidelines` for creation or export guidance if the review surfaces structural issues\n2. `package-spec` when dashboard changes require a release note entry\n3. `elastic-package-cli` for validation commands\n\n## References\n\n- `references\u002Freview-procedure.md` — full extraction, comparison, and output formatting workflow\n",{"data":35,"body":38},{"name":4,"description":6,"license":26,"metadata":36},{"author":8,"version":37},"1.0",{"type":39,"children":40},"root",[41,48,55,61,86,92,97,157,163,174,208,229,235,248,320,326,342,350,525,530,536,541,575,580,593],{"type":42,"tag":43,"props":44,"children":45},"element","h1",{"id":4},[46],{"type":47,"value":4},"text",{"type":42,"tag":49,"props":50,"children":52},"h2",{"id":51},"when-to-use",[53],{"type":47,"value":54},"When to use",{"type":42,"tag":56,"props":57,"children":58},"p",{},[59],{"type":47,"value":60},"Use this skill when tasks include:",{"type":42,"tag":62,"props":63,"children":64},"ul",{},[65,71,76,81],{"type":42,"tag":66,"props":67,"children":68},"li",{},[69],{"type":47,"value":70},"reviewing a PR that modifies Kibana dashboard JSON files",{"type":42,"tag":66,"props":72,"children":73},{},[74],{"type":47,"value":75},"comparing dashboard changes between branches",{"type":42,"tag":66,"props":77,"children":78},{},[79],{"type":47,"value":80},"summarizing what changed in dashboard exports",{"type":42,"tag":66,"props":82,"children":83},{},[84],{"type":47,"value":85},"checking dashboard changes against the official dashboard guidelines",{"type":42,"tag":49,"props":87,"children":89},{"id":88},"when-not-to-use",[90],{"type":47,"value":91},"When not to use",{"type":42,"tag":56,"props":93,"children":94},{},[95],{"type":47,"value":96},"Do not use this skill as the primary guide for:",{"type":42,"tag":62,"props":98,"children":99},{},[100,114,133,145],{"type":42,"tag":66,"props":101,"children":102},{},[103,105,112],{"type":47,"value":104},"creating new dashboards or exporting them from Kibana (",{"type":42,"tag":106,"props":107,"children":109},"code",{"className":108},[],[110],{"type":47,"value":111},"dashboard-guidelines",{"type":47,"value":113},")",{"type":42,"tag":66,"props":115,"children":116},{},[117,119,124,126,132],{"type":47,"value":118},"dashboard naming conventions and file layout (",{"type":42,"tag":106,"props":120,"children":122},{"className":121},[],[123],{"type":47,"value":111},{"type":47,"value":125}," → ",{"type":42,"tag":106,"props":127,"children":129},{"className":128},[],[130],{"type":47,"value":131},"references\u002Fkibana-assets-layout.md",{"type":47,"value":113},{"type":42,"tag":66,"props":134,"children":135},{},[136,138,144],{"type":47,"value":137},"package-wide command orchestration (",{"type":42,"tag":106,"props":139,"children":141},{"className":140},[],[142],{"type":47,"value":143},"elastic-package-cli",{"type":47,"value":113},{"type":42,"tag":66,"props":146,"children":147},{},[148,150,156],{"type":47,"value":149},"test suite selection (",{"type":42,"tag":106,"props":151,"children":153},{"className":152},[],[154],{"type":47,"value":155},"integration-testing",{"type":47,"value":113},{"type":42,"tag":49,"props":158,"children":160},{"id":159},"prerequisites",[161],{"type":47,"value":162},"Prerequisites",{"type":42,"tag":56,"props":164,"children":165},{},[166,172],{"type":42,"tag":106,"props":167,"children":169},{"className":168},[],[170],{"type":47,"value":171},"kbdash",{"type":47,"value":173}," must be installed:",{"type":42,"tag":175,"props":176,"children":181},"pre",{"className":177,"code":178,"language":179,"meta":180,"style":180},"language-bash shiki shiki-themes material-theme-lighter material-theme material-theme-palenight","go install github.com\u002Fefd6\u002Fkbdash@latest\n","bash","",[182],{"type":42,"tag":106,"props":183,"children":184},{"__ignoreMap":180},[185],{"type":42,"tag":186,"props":187,"children":190},"span",{"class":188,"line":189},"line",1,[191,197,203],{"type":42,"tag":186,"props":192,"children":194},{"style":193},"--shiki-light:#E2931D;--shiki-default:#FFCB6B;--shiki-dark:#FFCB6B",[195],{"type":47,"value":196},"go",{"type":42,"tag":186,"props":198,"children":200},{"style":199},"--shiki-light:#91B859;--shiki-default:#C3E88D;--shiki-dark:#C3E88D",[201],{"type":47,"value":202}," install",{"type":42,"tag":186,"props":204,"children":205},{"style":199},[206],{"type":47,"value":207}," github.com\u002Fefd6\u002Fkbdash@latest\n",{"type":42,"tag":56,"props":209,"children":210},{},[211,213,219,221,227],{"type":47,"value":212},"Lines prefixed with ",{"type":42,"tag":106,"props":214,"children":216},{"className":215},[],[217],{"type":47,"value":218},"[!]",{"type":47,"value":220}," in the output are warnings about potential\nissues in the dashboard JSON (consistency mismatches, incomplete\nextraction, parse errors). 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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},[607,610,613,616],{"name":608,"slug":609,"type":15},"Data Cleaning","data-cleaning",{"name":611,"slug":612,"type":15},"Logs","logs",{"name":614,"slug":615,"type":15},"Privacy","privacy",{"name":617,"slug":618,"type":15},"Security","security","2026-07-18T05:13:04.420121",{"slug":621,"name":621,"fn":622,"description":623,"org":624,"tags":625,"stars":23,"repoUrl":24,"updatedAt":636},"cel-programs","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},[626,629,632,633],{"name":627,"slug":628,"type":15},"API Development","api-development",{"name":630,"slug":631,"type":15},"Data Engineering","data-engineering",{"name":9,"slug":8,"type":15},{"name":634,"slug":635,"type":15},"Integrations","integrations","2026-07-12T07:47:10.207064",{"slug":638,"name":638,"fn":639,"description":640,"org":641,"tags":642,"stars":23,"repoUrl":24,"updatedAt":647},"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},[643,646],{"name":644,"slug":645,"type":15},"Elasticsearch","elasticsearch",{"name":634,"slug":635,"type":15},"2026-07-12T07:46:56.318866",{"slug":111,"name":111,"fn":649,"description":650,"org":651,"tags":652,"stars":23,"repoUrl":24,"updatedAt":659},"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},[653,654,655,656],{"name":13,"slug":14,"type":15},{"name":644,"slug":645,"type":15},{"name":21,"slug":22,"type":15},{"name":657,"slug":658,"type":15},"UI Components","ui-components","2026-07-12T07:47:07.702332",{"slug":4,"name":4,"fn":5,"description":6,"org":661,"tags":662,"stars":23,"repoUrl":24,"updatedAt":25},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[663,664,665,666],{"name":17,"slug":18,"type":15},{"name":13,"slug":14,"type":15},{"name":9,"slug":8,"type":15},{"name":21,"slug":22,"type":15},{"slug":668,"name":668,"fn":669,"description":670,"org":671,"tags":672,"stars":23,"repoUrl":24,"updatedAt":681},"ecs-field-mappings","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},[673,676,679,680],{"name":674,"slug":675,"type":15},"Data Modeling","data-modeling",{"name":677,"slug":678,"type":15},"Data Quality","data-quality",{"name":9,"slug":8,"type":15},{"name":634,"slug":635,"type":15},"2026-07-12T07:47:13.472534",{"slug":143,"name":143,"fn":683,"description":684,"org":685,"tags":686,"stars":23,"repoUrl":24,"updatedAt":695},"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},[687,690,691,692],{"name":688,"slug":689,"type":15},"CLI","cli",{"name":9,"slug":8,"type":15},{"name":634,"slug":635,"type":15},{"name":693,"slug":694,"type":15},"Testing","testing","2026-07-12T07:46:57.647395",14,{"items":698,"total":862},[699,718,735,746,765,777,787,800,812,825,836,849],{"slug":700,"name":700,"fn":701,"description":702,"org":703,"tags":704,"stars":715,"repoUrl":716,"updatedAt":717},"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},[705,708,711,712],{"name":706,"slug":707,"type":15},"Analytics","analytics",{"name":709,"slug":710,"type":15},"Data Analysis","data-analysis",{"name":9,"slug":8,"type":15},{"name":713,"slug":714,"type":15},"Performance","performance",2027,"https:\u002F\u002Fgithub.com\u002Felastic\u002Frally","2026-07-12T07:46:38.54144",{"slug":719,"name":719,"fn":720,"description":721,"org":722,"tags":723,"stars":715,"repoUrl":716,"updatedAt":734},"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},[724,727,728,731],{"name":725,"slug":726,"type":15},"Debugging","debugging",{"name":9,"slug":8,"type":15},{"name":729,"slug":730,"type":15},"Engineering","engineering",{"name":732,"slug":733,"type":15},"Local Development","local-development","2026-07-12T07:46:35.976807",{"slug":736,"name":736,"fn":737,"description":738,"org":739,"tags":740,"stars":715,"repoUrl":716,"updatedAt":745},"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},[741,742,743,744],{"name":9,"slug":8,"type":15},{"name":644,"slug":645,"type":15},{"name":713,"slug":714,"type":15},{"name":693,"slug":694,"type":15},"2026-07-12T07:46:37.277964",{"slug":747,"name":747,"fn":748,"description":749,"org":750,"tags":751,"stars":762,"repoUrl":763,"updatedAt":764},"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},[752,755,756,759],{"name":753,"slug":754,"type":15},"Cloud","cloud",{"name":9,"slug":8,"type":15},{"name":757,"slug":758,"type":15},"Operations","operations",{"name":760,"slug":761,"type":15},"Permissions","permissions",531,"https:\u002F\u002Fgithub.com\u002Felastic\u002Fagent-skills","2026-07-12T07:46:44.946285",{"slug":766,"name":766,"fn":767,"description":768,"org":769,"tags":770,"stars":762,"repoUrl":763,"updatedAt":776},"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},[771,772,775],{"name":753,"slug":754,"type":15},{"name":773,"slug":774,"type":15},"Deployment","deployment",{"name":644,"slug":645,"type":15},"2026-07-12T07:46:42.353362",{"slug":778,"name":778,"fn":779,"description":780,"org":781,"tags":782,"stars":762,"repoUrl":763,"updatedAt":786},"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},[783,784,785],{"name":753,"slug":754,"type":15},{"name":644,"slug":645,"type":15},{"name":757,"slug":758,"type":15},"2026-07-12T07:46:41.097412",{"slug":788,"name":788,"fn":789,"description":790,"org":791,"tags":792,"stars":762,"repoUrl":763,"updatedAt":799},"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},[793,794,795,798],{"name":753,"slug":754,"type":15},{"name":644,"slug":645,"type":15},{"name":796,"slug":797,"type":15},"Networking","networking",{"name":617,"slug":618,"type":15},"2026-07-12T07:46:43.675992",{"slug":801,"name":801,"fn":802,"description":803,"org":804,"tags":805,"stars":762,"repoUrl":763,"updatedAt":811},"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},[806,809,810],{"name":807,"slug":808,"type":15},"Authentication","authentication",{"name":753,"slug":754,"type":15},{"name":644,"slug":645,"type":15},"2026-07-12T07:46:39.783105",{"slug":813,"name":813,"fn":814,"description":815,"org":816,"tags":817,"stars":762,"repoUrl":763,"updatedAt":824},"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},[818,821,822,823],{"name":819,"slug":820,"type":15},"Audit","audit",{"name":644,"slug":645,"type":15},{"name":611,"slug":612,"type":15},{"name":617,"slug":618,"type":15},"2026-07-12T07:47:35.092599",{"slug":826,"name":826,"fn":827,"description":828,"org":829,"tags":830,"stars":762,"repoUrl":763,"updatedAt":835},"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},[831,832,833,834],{"name":807,"slug":808,"type":15},{"name":9,"slug":8,"type":15},{"name":644,"slug":645,"type":15},{"name":617,"slug":618,"type":15},"2026-07-12T07:47:41.474547",{"slug":837,"name":837,"fn":838,"description":839,"org":840,"tags":841,"stars":762,"repoUrl":763,"updatedAt":848},"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},[842,843,844,847],{"name":9,"slug":8,"type":15},{"name":644,"slug":645,"type":15},{"name":845,"slug":846,"type":15},"RBAC","rbac",{"name":617,"slug":618,"type":15},"2026-07-12T07:47:36.394177",{"slug":850,"name":850,"fn":851,"description":852,"org":853,"tags":854,"stars":762,"repoUrl":763,"updatedAt":861},"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},[855,856,857,858],{"name":706,"slug":707,"type":15},{"name":709,"slug":710,"type":15},{"name":644,"slug":645,"type":15},{"name":859,"slug":860,"type":15},"SQL","sql","2026-07-12T07:47:40.249533",86]