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For creating or modifying SLO definitions use slo-manage.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},"grafana","Grafana","https:\u002F\u002Fpexgzepcugksgbtrxkhf.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Forg-logos\u002Fgrafana.jpg",[12,16,17],{"name":13,"slug":14,"type":15},"Monitoring","monitoring","tag",{"name":9,"slug":8,"type":15},{"name":18,"slug":19,"type":15},"Analytics","analytics",430,"https:\u002F\u002Fgithub.com\u002Fgrafana\u002Fgcx","2026-07-15T05:34:21.848756",null,29,[],{"repoUrl":21,"stars":20,"forks":24,"topics":27,"description":28},[],"A CLI for managing Grafana Cloud resources. Optimized for agentic usage.","https:\u002F\u002Fgithub.com\u002Fgrafana\u002Fgcx\u002Ftree\u002FHEAD\u002Fclaude-plugin\u002Fskills\u002Fslo-check-status","---\nname: slo-check-status\ndescription: Checks Grafana SLO health, error budget, and burn rate via gcx, with timeline graphs for trends. Use when the user asks about SLO health, wants an overview of all SLOs, or needs status of a specific SLO. Trigger on phrases like \"how are my SLOs doing\", \"SLO status\", \"check my SLOs\", \"is my SLO healthy\", \"SLO budget\", \"SLO burn rate\". For investigating breaching SLOs use slo-investigate. For optimization suggestions use slo-optimize. For creating or modifying SLO definitions use slo-manage.\nallowed-tools: Bash\n---\n\n# SLO Status Checker\n\nCheck SLO health, budget consumption, and trends. Route to investigation or optimization as needed.\n\n## Core Principles\n\n1. Use `gcx` commands — do not call Grafana APIs directly\n2. Trust the user's expertise — no hand-holding or excessive explanation\n3. Use `-o json` for agent processing, default format for user display\n4. Show graphs for time-series data (timeline commands default to graph output)\n\n## Workflow\n\n### Step 1: Overview or Specific SLO\n\n**If the user asks about all SLOs (no specific UUID):**\n\n```bash\ngcx slo definitions list\n```\n\nThis shows UUID, name, target objective, window, and status for all SLOs.\n\nThen get the health summary:\n\n```bash\ngcx slo definitions status\n```\n\nThis shows SLI, error budget, and health status for all SLOs in a table.\n\n**If the user asks about a specific SLO (UUID or name provided):**\n\n```bash\ngcx slo definitions status \u003CUUID> -o wide\n```\n\nThe `-o wide` output includes additional columns: BURN_RATE, SLI_1H, and SLI_1D, which give a richer picture of recent performance.\n\n### Step 2: Interpret Status Values\n\n| Status | Meaning |\n|--------|---------|\n| OK | SLI >= objective. SLO is healthy. |\n| BREACHING | SLI \u003C objective. Error budget is being consumed. |\n| NODATA | No Prometheus metrics from recording rules. |\n| Creating | SLO provisioning in progress. |\n| Updating | SLO update in progress. |\n| Deleting | SLO deletion in progress. |\n| Error | SLO in error state — check the SLO configuration. |\n\n**NODATA handling:** Recording rule metrics may not be available if the destination datasource is misconfigured or recording rules are not evaluating. Note this to the user and suggest checking the destination datasource configuration.\n\n### Step 3: Timeline (Conditional)\n\nShow the timeline when:\n- The user asks about trends or historical data\n- Any SLO shows BREACHING status\n\n**All SLOs timeline:**\n```bash\ngcx slo definitions timeline --from now-7d --to now\n```\n\n**Specific SLO timeline:**\n```bash\ngcx slo definitions timeline \u003CUUID> --from now-7d --to now\n```\n\nUse `--since` as a shorthand when a single duration is more natural:\n```bash\ngcx slo definitions timeline \u003CUUID> --since 7d\n```\n\nThe timeline command renders a graph by default — this is the preferred output for users.\n\nAdjust the time range based on the SLO window:\n- 7d window SLO → use `--from now-7d --to now`\n- 28d or 30d window SLO → use `--from now-28d --to now`\n\nThe window you request is not necessarily the history you have: on a young\nstack or a recently created SLO, a 28d query may return only a few days of\npoints. Check the timestamp of the earliest returned point, report the actual\nobserved span alongside the requested window, and scope any whole-window\nclaims to the data you actually saw — \"steady for the 2 days of available\nhistory (28d window requested)\", not \"steady for the entire 28-day window\".\n\n### Step 4: SLO Reports Status (Conditional)\n\nWhen the user asks about SLO reports or wants combined SLO health from the reports subsystem:\n\n```bash\ngcx slo reports status\n```\n\nOr for a specific SLO:\n```bash\ngcx slo reports status \u003CUUID>\n```\n\n### Step 5: Route to Investigation or Optimization\n\n**BREACHING SLOs:** After showing the timeline, suggest slo-investigate:\n\n> SLO `\u003Cname>` is BREACHING (SLI: \u003Cvalue>, objective: \u003Cvalue>). For a deep-dive investigation — raw metrics, dimensional breakdown, alert rules — use the **slo-investigate** skill.\n\n**User asks about improvements:** Route to slo-optimize:\n\n> For trend analysis, objective tuning recommendations, and alerting sensitivity review, use the **slo-optimize** skill.\n\n## Output Format\n\n**All-SLOs overview:**\n```\nSLOs: \u003Ctotal> total, \u003Cn> OK, \u003Cn> BREACHING, \u003Cn> NODATA\n\n[Table from gcx slo definitions status]\n\n[If any BREACHING: show timeline graph]\n[If BREACHING: suggest slo-investigate for each BREACHING SLO]\n```\n\n**Specific SLO status:**\n```\nSLO: \u003Cname>\nStatus: \u003COK|BREACHING|NODATA>\nSLI: \u003Cvalue> (objective: \u003Cvalue>, window: \u003Cvalue>)\nError budget remaining: \u003Cvalue>\nBurn rate: \u003Cvalue>\nSLI_1H: \u003Cvalue> | SLI_1D: \u003Cvalue>\n\n[If trend requested or BREACHING: show timeline graph]\n[Routing suggestions as applicable]\n```\n\nUse minimal formatting. Lead with the status and key metrics. No excessive bold text.\n\n## Error Handling\n\nCollect all errors and report at the end of the workflow — do not interrupt the workflow for non-fatal errors.\n\n| Error | Action |\n|-------|--------|\n| `gcx slo definitions list` returns empty | Report \"No SLOs found in this context.\" Check context with `gcx config view`. |\n| `gcx slo definitions status` returns NODATA for all SLOs | Note that recording rule metrics are unavailable. Suggest checking the destination datasource configured on each SLO definition. |\n| `gcx slo definitions status \u003CUUID>` — UUID not found | List all SLOs to help the user identify the correct UUID. |\n| `gcx slo definitions timeline` fails | Note the failure and continue. Timeline is supplementary. |\n| `gcx slo reports status` fails | Note the failure. Reports status is optional context. |\n| Auth errors | Check context configuration: `gcx config view`. 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Check the timestamp of the earliest returned point, report the actual\nobserved span alongside the requested window, and scope any whole-window\nclaims to the data you actually saw — \"steady for the 2 days of available\nhistory (28d window requested)\", not \"steady for the entire 28-day window\".",{"type":38,"tag":107,"props":668,"children":670},{"id":669},"step-4-slo-reports-status-conditional",[671],{"type":44,"value":672},"Step 4: SLO Reports Status (Conditional)",{"type":38,"tag":47,"props":674,"children":675},{},[676],{"type":44,"value":677},"When the user asks about SLO reports or wants combined SLO health from the reports subsystem:",{"type":38,"tag":123,"props":679,"children":681},{"className":125,"code":680,"language":127,"meta":128,"style":128},"gcx slo reports status\n",[682],{"type":38,"tag":70,"props":683,"children":684},{"__ignoreMap":128},[685],{"type":38,"tag":134,"props":686,"children":687},{"class":136,"line":137},[688,692,696,701],{"type":38,"tag":134,"props":689,"children":690},{"style":141},[691],{"type":44,"value":75},{"type":38,"tag":134,"props":693,"children":694},{"style":146},[695],{"type":44,"value":149},{"type":38,"tag":134,"props":697,"children":698},{"style":146},[699],{"type":44,"value":700}," reports",{"type":38,"tag":134,"props":702,"children":703},{"style":146},[704],{"type":44,"value":196},{"type":38,"tag":47,"props":706,"children":707},{},[708],{"type":44,"value":709},"Or for a specific SLO:",{"type":38,"tag":123,"props":711,"children":713},{"className":125,"code":712,"language":127,"meta":128,"style":128},"gcx slo reports status \u003CUUID>\n",[714],{"type":38,"tag":70,"props":715,"children":716},{"__ignoreMap":128},[717],{"type":38,"tag":134,"props":718,"children":719},{"class":136,"line":137},[720,724,728,732,736,740,744,748],{"type":38,"tag":134,"props":721,"children":722},{"style":141},[723],{"type":44,"value":75},{"type":38,"tag":134,"props":725,"children":726},{"style":146},[727],{"type":44,"value":149},{"type":38,"tag":134,"props":729,"children":730},{"style":146},[731],{"type":44,"value":700},{"type":38,"tag":134,"props":733,"children":734},{"style":146},[735],{"type":44,"value":236},{"type":38,"tag":134,"props":737,"children":738},{"style":239},[739],{"type":44,"value":242},{"type":38,"tag":134,"props":741,"children":742},{"style":146},[743],{"type":44,"value":247},{"type":38,"tag":134,"props":745,"children":746},{"style":250},[747],{"type":44,"value":253},{"type":38,"tag":134,"props":749,"children":750},{"style":239},[751],{"type":44,"value":752},">\n",{"type":38,"tag":107,"props":754,"children":756},{"id":755},"step-5-route-to-investigation-or-optimization",[757],{"type":44,"value":758},"Step 5: Route to Investigation or Optimization",{"type":38,"tag":47,"props":760,"children":761},{},[762,767],{"type":38,"tag":117,"props":763,"children":764},{},[765],{"type":44,"value":766},"BREACHING SLOs:",{"type":44,"value":768}," After showing the timeline, suggest slo-investigate:",{"type":38,"tag":770,"props":771,"children":772},"blockquote",{},[773],{"type":38,"tag":47,"props":774,"children":775},{},[776,778,784,786],{"type":44,"value":777},"SLO ",{"type":38,"tag":70,"props":779,"children":781},{"className":780},[],[782],{"type":44,"value":783},"\u003Cname>",{"type":44,"value":785}," is BREACHING (SLI: ",{"type":38,"tag":787,"props":788,"children":789},"value",{},[790,792],{"type":44,"value":791},", objective: ",{"type":38,"tag":787,"props":793,"children":794},{},[795,797,802],{"type":44,"value":796},"). For a deep-dive investigation — raw metrics, dimensional breakdown, alert rules — use the ",{"type":38,"tag":117,"props":798,"children":799},{},[800],{"type":44,"value":801},"slo-investigate",{"type":44,"value":803}," skill.",{"type":38,"tag":47,"props":805,"children":806},{},[807,812],{"type":38,"tag":117,"props":808,"children":809},{},[810],{"type":44,"value":811},"User asks about improvements:",{"type":44,"value":813}," Route to slo-optimize:",{"type":38,"tag":770,"props":815,"children":816},{},[817],{"type":38,"tag":47,"props":818,"children":819},{},[820,822,827],{"type":44,"value":821},"For trend analysis, objective tuning recommendations, and alerting sensitivity review, use the ",{"type":38,"tag":117,"props":823,"children":824},{},[825],{"type":44,"value":826},"slo-optimize",{"type":44,"value":803},{"type":38,"tag":53,"props":829,"children":831},{"id":830},"output-format",[832],{"type":44,"value":833},"Output Format",{"type":38,"tag":47,"props":835,"children":836},{},[837],{"type":38,"tag":117,"props":838,"children":839},{},[840],{"type":44,"value":841},"All-SLOs overview:",{"type":38,"tag":123,"props":843,"children":847},{"className":844,"code":846,"language":44},[845],"language-text","SLOs: \u003Ctotal> total, \u003Cn> OK, \u003Cn> BREACHING, \u003Cn> NODATA\n\n[Table from gcx slo definitions status]\n\n[If any BREACHING: show timeline graph]\n[If BREACHING: suggest slo-investigate for each BREACHING SLO]\n",[848],{"type":38,"tag":70,"props":849,"children":850},{"__ignoreMap":128},[851],{"type":44,"value":846},{"type":38,"tag":47,"props":853,"children":854},{},[855],{"type":38,"tag":117,"props":856,"children":857},{},[858],{"type":44,"value":859},"Specific SLO status:",{"type":38,"tag":123,"props":861,"children":864},{"className":862,"code":863,"language":44},[845],"SLO: \u003Cname>\nStatus: \u003COK|BREACHING|NODATA>\nSLI: \u003Cvalue> (objective: \u003Cvalue>, window: \u003Cvalue>)\nError budget remaining: \u003Cvalue>\nBurn rate: \u003Cvalue>\nSLI_1H: \u003Cvalue> | SLI_1D: \u003Cvalue>\n\n[If trend requested or BREACHING: show timeline graph]\n[Routing suggestions as applicable]\n",[865],{"type":38,"tag":70,"props":866,"children":867},{"__ignoreMap":128},[868],{"type":44,"value":863},{"type":38,"tag":47,"props":870,"children":871},{},[872],{"type":44,"value":873},"Use minimal formatting. Lead with the status and key metrics. No excessive bold text.",{"type":38,"tag":53,"props":875,"children":877},{"id":876},"error-handling",[878],{"type":44,"value":879},"Error Handling",{"type":38,"tag":47,"props":881,"children":882},{},[883],{"type":44,"value":884},"Collect all errors and report at the end of the workflow — do not interrupt the workflow for non-fatal errors.",{"type":38,"tag":289,"props":886,"children":887},{},[888,903],{"type":38,"tag":293,"props":889,"children":890},{},[891],{"type":38,"tag":297,"props":892,"children":893},{},[894,898],{"type":38,"tag":301,"props":895,"children":896},{},[897],{"type":44,"value":401},{"type":38,"tag":301,"props":899,"children":900},{},[901],{"type":44,"value":902},"Action",{"type":38,"tag":312,"props":904,"children":905},{},[906,933,952,971,990,1008],{"type":38,"tag":297,"props":907,"children":908},{},[909,920],{"type":38,"tag":319,"props":910,"children":911},{},[912,918],{"type":38,"tag":70,"props":913,"children":915},{"className":914},[],[916],{"type":44,"value":917},"gcx slo definitions list",{"type":44,"value":919}," returns empty",{"type":38,"tag":319,"props":921,"children":922},{},[923,925,931],{"type":44,"value":924},"Report \"No SLOs found in this context.\" Check context with ",{"type":38,"tag":70,"props":926,"children":928},{"className":927},[],[929],{"type":44,"value":930},"gcx config view",{"type":44,"value":932},".",{"type":38,"tag":297,"props":934,"children":935},{},[936,947],{"type":38,"tag":319,"props":937,"children":938},{},[939,945],{"type":38,"tag":70,"props":940,"children":942},{"className":941},[],[943],{"type":44,"value":944},"gcx slo definitions status",{"type":44,"value":946}," returns NODATA for all SLOs",{"type":38,"tag":319,"props":948,"children":949},{},[950],{"type":44,"value":951},"Note that recording rule metrics are unavailable. Suggest checking the destination datasource configured on each SLO definition.",{"type":38,"tag":297,"props":953,"children":954},{},[955,966],{"type":38,"tag":319,"props":956,"children":957},{},[958,964],{"type":38,"tag":70,"props":959,"children":961},{"className":960},[],[962],{"type":44,"value":963},"gcx slo definitions status \u003CUUID>",{"type":44,"value":965}," — UUID not found",{"type":38,"tag":319,"props":967,"children":968},{},[969],{"type":44,"value":970},"List all SLOs to help the user identify the correct UUID.",{"type":38,"tag":297,"props":972,"children":973},{},[974,985],{"type":38,"tag":319,"props":975,"children":976},{},[977,983],{"type":38,"tag":70,"props":978,"children":980},{"className":979},[],[981],{"type":44,"value":982},"gcx slo definitions timeline",{"type":44,"value":984}," fails",{"type":38,"tag":319,"props":986,"children":987},{},[988],{"type":44,"value":989},"Note the failure and continue. Timeline is supplementary.",{"type":38,"tag":297,"props":991,"children":992},{},[993,1003],{"type":38,"tag":319,"props":994,"children":995},{},[996,1002],{"type":38,"tag":70,"props":997,"children":999},{"className":998},[],[1000],{"type":44,"value":1001},"gcx slo reports status",{"type":44,"value":984},{"type":38,"tag":319,"props":1004,"children":1005},{},[1006],{"type":44,"value":1007},"Note the failure. Reports status is optional context.",{"type":38,"tag":297,"props":1009,"children":1010},{},[1011,1016],{"type":38,"tag":319,"props":1012,"children":1013},{},[1014],{"type":44,"value":1015},"Auth errors",{"type":38,"tag":319,"props":1017,"children":1018},{},[1019,1021,1026],{"type":44,"value":1020},"Check context configuration: ",{"type":38,"tag":70,"props":1022,"children":1024},{"className":1023},[],[1025],{"type":44,"value":930},{"type":44,"value":1027},". Ensure the server URL and credentials are set.",{"type":38,"tag":1029,"props":1030,"children":1031},"style",{},[1032],{"type":44,"value":1033},"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":1035,"total":1140},[1036,1051,1067,1080,1095,1112,1127],{"slug":1037,"name":1037,"fn":1038,"description":1039,"org":1040,"tags":1041,"stars":20,"repoUrl":21,"updatedAt":1050},"agento11y","manage Grafana Agent Observability resources","Inspects and manages Grafana Agent Observability resources via gcx: conversations, generations, evaluators, rules, scores, and templates. Use when the user wants to list or search conversations, inspect generations, manage evaluators (upsert, test, delete), set up evaluation rules, check scores, or browse evaluator templates. Trigger on phrases like \"list conversations\", \"search generations\", \"what did the agent do\", \"debug LLM conversation\", \"create evaluator\", \"set up evaluation rule\", \"test evaluator\", \"check scores\", \"evaluate generation quality\", or \"set up online evaluation\".\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1042,1045,1046,1047],{"name":1043,"slug":1044,"type":15},"Agents","agents",{"name":9,"slug":8,"type":15},{"name":13,"slug":14,"type":15},{"name":1048,"slug":1049,"type":15},"Observability","observability","2026-07-25T05:30:40.29622",{"slug":1052,"name":1052,"fn":1053,"description":1054,"org":1055,"tags":1056,"stars":20,"repoUrl":21,"updatedAt":1066},"agento11y-instrument","instrument LLM apps for agent observability","Sets up and instruments a developer's own LLM app or agent to send generations and agentic workflow to Grafana Agent Observability (the Agent Observability SDKs) — greenfield setup, fixing broken instrumentation, or filling gaps in existing instrumentation. Uses gcx for the parts a static prompt can't do: `gcx login` \u002F `gcx cloud stacks` to find the stack, and `gcx agento11y agents|conversations|generations` to VERIFY that data actually lands — so it iterates (instrument → run → verify → fix) until generations arrive, not blindly. Reads the app's code, detects language\u002Fframework, classifies instrumentation state (none \u002F partial \u002F broken), then runs a fixed gap checklist whose #1 item is the silent failure no other prompt catches: the SDK emits OTel spans\u002Fmetrics but never creates a TracerProvider\u002FMeterProvider, so without them all metrics go to a no-op and are lost. Also checks agent_version (required for per-version Performance charts), set_result completeness, SYNC vs STREAM, parent_generation_ids DAG links, and workflow-step coverage. Recommends changes citing file:line and, only with explicit confirmation, applies minimal diffs that don't change app behavior. Pulls SDK reference from agento11y's llms.txt rather than restating it, and hands off to `agento11y-test-starter` once data flows. It does NOT write test suites or set up tenant evaluations, rules, or guards — offline test suites are `agento11y-test-starter`, tenant eval rules + guards are `agento11y-prod-setup`; does NOT install coding-agent telemetry plugins (that is llms.txt \"Path A\"); does NOT mint or store credentials or invent endpoints. Trigger on phrases like \"instrument my app\", \"send my agent's traces to Grafana\", \"set up AI observability for my app\", \"my generations aren't showing up\", \"why is Performance empty\", \"add Agent Observability to my code\", \"fix my instrumentation\".\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1057,1058,1059,1062,1065],{"name":1043,"slug":1044,"type":15},{"name":9,"slug":8,"type":15},{"name":1060,"slug":1061,"type":15},"Instrumentation","instrumentation",{"name":1063,"slug":1064,"type":15},"LLM","llm",{"name":1048,"slug":1049,"type":15},"2026-07-31T05:53:52.580237",{"slug":1068,"name":1068,"fn":1069,"description":1070,"org":1071,"tags":1072,"stars":20,"repoUrl":21,"updatedAt":1079},"agento11y-prod-setup","setup production evaluation for AI agents","Sets up production evaluation and guardrails for a DEPLOYED AI agent in Grafana Agent Observability, grounded in the agent's own code and its real ingested traffic. The judgment layer on top of the `agento11y` skill: it reads the agent's source (system prompt, tools, entrypoint) AND samples its live traffic via gcx, checks what evaluators\u002Frules\u002Fguards already exist, then recommends only what's missing — online eval rules (score live conversations for regressions) and guards (warn-first request-path policies that redact \u002F tool-filter and may later be promoted to deny). It drafts reviewable YAML and, only with explicit confirmation, applies via `gcx agento11y`. New guards are drafted in warn mode (safe on live traffic — warn records but never blocks). It DOES create stack-level objects — that is the point — but every write is confirmed. It never rewrites or redeploys the agent. Trigger on phrases like \"set up production evaluation\", \"my agent is in prod what should I evaluate\", \"catch quality regressions\", \"add guardrails to my agent\", \"redact PII from my agent\", \"block dangerous tools\", \"set up online evals and guards\".\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1073,1074,1077,1078],{"name":1043,"slug":1044,"type":15},{"name":1075,"slug":1076,"type":15},"Evals","evals",{"name":9,"slug":8,"type":15},{"name":1048,"slug":1049,"type":15},"2026-07-31T05:53:53.576347",{"slug":1081,"name":1081,"fn":1082,"description":1083,"org":1084,"tags":1085,"stars":20,"repoUrl":21,"updatedAt":1094},"agento11y-test-starter","build and run agent test suites","Use early in an AI-agent project — before ship, before real traffic — to build a starter test suite for the agent and run it offline. Reads the agent's own code (system prompt, tools, task), writes a labeled draft suite of test cases (happy\u002Fedge\u002Fadversarial) grounded in real lines, and recommends how to score each case (the evaluators\u002Fjudges the offline runner uses). Assesses how runnable the agent is: for an easily-invoked agent it generates a runner stub (run_experiment.py) with two holes to fill and can optionally run it (only with permission, only against the endpoint the developer configured); for agents needing a harness or full runtime it points to the existing eval infra. It runs OFFLINE and never creates tenant-level evaluators, rules, or guards — that is `agento11y-prod-setup`, for a deployed agent with real traffic. Trigger on phrases like \"how do I test my agent before shipping\", \"write test cases for my agent\", \"set up tests for my agent\", \"check my agent before prod\", \"I have no traffic yet, how do I evaluate it\", \"test my agent offline\".\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1086,1087,1088,1091],{"name":1043,"slug":1044,"type":15},{"name":9,"slug":8,"type":15},{"name":1089,"slug":1090,"type":15},"QA","qa",{"name":1092,"slug":1093,"type":15},"Testing","testing","2026-07-31T05:53:51.62785",{"slug":1096,"name":1096,"fn":1097,"description":1098,"org":1099,"tags":1100,"stars":20,"repoUrl":21,"updatedAt":1111},"create-dashboard","create Grafana dashboards with gcx","Designs and creates Grafana dashboards with gcx, using `gcx dashboards snapshot` as a visual feedback loop. Use when the user wants to create a new Grafana dashboard, add panels, variables, or annotations to an existing dashboard, design dashboard panels, variables, queries, or layout, or make a material visual redesign. Triggers on \"create dashboard\", \"new dashboard\", \"build dashboard\", \"dashboard for \u003Cservice>\", \"add panels\", \"add variable\", \"add annotation\", \"improve this dashboard\", or \"iterate on a dashboard\".\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1101,1104,1107,1110],{"name":1102,"slug":1103,"type":15},"Dashboards","dashboards",{"name":1105,"slug":1106,"type":15},"Data Visualization","data-visualization",{"name":1108,"slug":1109,"type":15},"Design","design",{"name":9,"slug":8,"type":15},"2026-07-25T05:30:46.289717",{"slug":1113,"name":1113,"fn":1114,"description":1115,"org":1116,"tags":1117,"stars":20,"repoUrl":21,"updatedAt":1126},"debug-with-grafana","investigate application issues with Grafana","Structured workflow for investigating application problems with Grafana observability data (metrics, logs, traces) via gcx. Covers live firefighting AND retrospective incident analysis: incident triage, root-cause analysis, blast-radius checks (did an incident spill into other services), verifying whether a deployment or rollout triggered an incident, finding which service, endpoint, or path owns the most errors or slow requests, checking whether retries or queue backlogs piled up, and quantifying error or latency shares over a time window. Trigger on: \"my API is returning 500 errors\", \"latency is spiking\", \"investigate why requests are failing\", \"triage the incident\", \"blast radius\", \"root cause\", \"did the rollout cause it\", \"which endpoint owns the most 5xx\", \"did retries pile up\", or any request to analyse an earlier incident window using telemetry. For authoring dashboards use create-dashboard; for dashboard inventory use manage-dashboards.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1118,1121,1122,1125],{"name":1119,"slug":1120,"type":15},"Debugging","debugging",{"name":9,"slug":8,"type":15},{"name":1123,"slug":1124,"type":15},"Incident Response","incident-response",{"name":1048,"slug":1049,"type":15},"2026-07-18T05:11:10.445428",{"slug":1128,"name":1128,"fn":1129,"description":1130,"org":1131,"tags":1132,"stars":20,"repoUrl":21,"updatedAt":1139},"diagnose-entity-graph","diagnose Grafana Entity Graph issues","Diagnose Entity Graph problems: missing entities, missing edges, disconnected clusters, or filtering issues. Use when the user reports that Entity Graph doesn't look right, services are missing, edges aren't appearing, or environments can't be filtered. Triggers for: \"entity graph is empty\", \"services missing from entity graph\", \"no edges in entity graph\", \"disconnected services\", \"can't filter entity graph\", \"entity graph not working\", \"diagnose entity graph\", \"debug knowledge graph\".\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1133,1134,1135,1138],{"name":1119,"slug":1120,"type":15},{"name":9,"slug":8,"type":15},{"name":1136,"slug":1137,"type":15},"Graph Analysis","graph-analysis",{"name":1048,"slug":1049,"type":15},"2026-07-25T05:30:39.380934",24,{"items":1142,"total":1275},[1143,1160,1179,1199,1206,1214,1221,1228,1235,1242,1249,1263],{"slug":1144,"name":1144,"fn":1145,"description":1146,"org":1147,"tags":1148,"stars":1157,"repoUrl":1158,"updatedAt":1159},"faro-setup-web","instrument web apps with Grafana Faro","Instruments a web app with Grafana Faro Web SDK for frontend observability. Use when setting up error tracking, Web Vitals, session monitoring, or distributed tracing in a browser app.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1149,1152,1155,1156],{"name":1150,"slug":1151,"type":15},"Distributed Tracing","distributed-tracing",{"name":1153,"slug":1154,"type":15},"Frontend","frontend",{"name":13,"slug":14,"type":15},{"name":1048,"slug":1049,"type":15},1103,"https:\u002F\u002Fgithub.com\u002Fgrafana\u002Ffaro-web-sdk","2026-07-12T07:43:24.63314",{"slug":1161,"name":1161,"fn":1162,"description":1163,"org":1164,"tags":1165,"stars":1176,"repoUrl":1177,"updatedAt":1178},"configuring-yesoreyeram-infinity-datasource","configure Grafana Infinity data source","Configure the Infinity data source — base URL and allowed hosts, the authentication methods (basic, bearer token, API key, digest, OAuth passthrough, OAuth 2.0 client credentials\u002FJWT, Azure, Azure Blob, AWS), TLS, custom HTTP headers, network and security settings, the custom health check, and provisioning with a config file. Use when a user asks how to set up, configure, or change settings for the Infinity data source; how to authenticate to an API; how to allow hosts; how to provision it as YAML; or how to troubleshoot connection, authentication, or health-check issues.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1166,1169,1172,1175],{"name":1167,"slug":1168,"type":15},"API Development","api-development",{"name":1170,"slug":1171,"type":15},"Authentication","authentication",{"name":1173,"slug":1174,"type":15},"Configuration","configuration",{"name":9,"slug":8,"type":15},1056,"https:\u002F\u002Fgithub.com\u002Fgrafana\u002Fgrafana-infinity-datasource","2026-07-12T07:43:25.939136",{"slug":1180,"name":1180,"fn":1181,"description":1182,"org":1183,"tags":1184,"stars":1176,"repoUrl":1177,"updatedAt":1198},"querying-yesoreyeram-infinity-datasource","query data with Infinity datasource","Build queries with the Infinity data source — the query types (JSON, CSV, TSV, XML, GraphQL, HTML, UQL, GROQ, Google Sheets, Series, Transformations), the parsers (Frontend\u002Fsimple, Backend JSONata, JQ, UQL, GROQ) and which support alerting, the sources (URL, Inline, Reference, Azure Blob, Random walk), output formats (table, timeseries, logs, trace, node graph, dataframe), root selector and columns, computed columns\u002Ffilters\u002Fsummarize, pagination, and template variables. Use when a user asks how to query Infinity; how to fetch JSON\u002FCSV\u002FXML\u002FGraphQL\u002FHTML from a URL or inline; how to select rows and columns; how to transform data with UQL\u002FGROQ\u002FJSONata\u002FJQ; how to make a query work with alerting; how to paginate; or how to use variables in a query.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1185,1188,1191,1192,1195],{"name":1186,"slug":1187,"type":15},"CSV","csv",{"name":1189,"slug":1190,"type":15},"Data Analysis","data-analysis",{"name":9,"slug":8,"type":15},{"name":1193,"slug":1194,"type":15},"GraphQL","graphql",{"name":1196,"slug":1197,"type":15},"JSON","json","2026-07-15T05:34:05.773947",{"slug":1037,"name":1037,"fn":1038,"description":1039,"org":1200,"tags":1201,"stars":20,"repoUrl":21,"updatedAt":1050},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1202,1203,1204,1205],{"name":1043,"slug":1044,"type":15},{"name":9,"slug":8,"type":15},{"name":13,"slug":14,"type":15},{"name":1048,"slug":1049,"type":15},{"slug":1052,"name":1052,"fn":1053,"description":1054,"org":1207,"tags":1208,"stars":20,"repoUrl":21,"updatedAt":1066},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1209,1210,1211,1212,1213],{"name":1043,"slug":1044,"type":15},{"name":9,"slug":8,"type":15},{"name":1060,"slug":1061,"type":15},{"name":1063,"slug":1064,"type":15},{"name":1048,"slug":1049,"type":15},{"slug":1068,"name":1068,"fn":1069,"description":1070,"org":1215,"tags":1216,"stars":20,"repoUrl":21,"updatedAt":1079},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1217,1218,1219,1220],{"name":1043,"slug":1044,"type":15},{"name":1075,"slug":1076,"type":15},{"name":9,"slug":8,"type":15},{"name":1048,"slug":1049,"type":15},{"slug":1081,"name":1081,"fn":1082,"description":1083,"org":1222,"tags":1223,"stars":20,"repoUrl":21,"updatedAt":1094},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1224,1225,1226,1227],{"name":1043,"slug":1044,"type":15},{"name":9,"slug":8,"type":15},{"name":1089,"slug":1090,"type":15},{"name":1092,"slug":1093,"type":15},{"slug":1096,"name":1096,"fn":1097,"description":1098,"org":1229,"tags":1230,"stars":20,"repoUrl":21,"updatedAt":1111},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1231,1232,1233,1234],{"name":1102,"slug":1103,"type":15},{"name":1105,"slug":1106,"type":15},{"name":1108,"slug":1109,"type":15},{"name":9,"slug":8,"type":15},{"slug":1113,"name":1113,"fn":1114,"description":1115,"org":1236,"tags":1237,"stars":20,"repoUrl":21,"updatedAt":1126},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1238,1239,1240,1241],{"name":1119,"slug":1120,"type":15},{"name":9,"slug":8,"type":15},{"name":1123,"slug":1124,"type":15},{"name":1048,"slug":1049,"type":15},{"slug":1128,"name":1128,"fn":1129,"description":1130,"org":1243,"tags":1244,"stars":20,"repoUrl":21,"updatedAt":1139},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1245,1246,1247,1248],{"name":1119,"slug":1120,"type":15},{"name":9,"slug":8,"type":15},{"name":1136,"slug":1137,"type":15},{"name":1048,"slug":1049,"type":15},{"slug":75,"name":75,"fn":1250,"description":1251,"org":1252,"tags":1253,"stars":20,"repoUrl":21,"updatedAt":1262},"manage Grafana Cloud resources via gcx","Manages Grafana Cloud resources via the gcx CLI. Trigger when the user wants to inspect, create, update, delete, query, or automate any Grafana resource - dashboards, datasources, alerts, SLOs, synthetic checks, oncall, incidents, fleet, k6, knowledge graph, or adaptive telemetry.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1254,1257,1258,1259],{"name":1255,"slug":1256,"type":15},"CLI","cli",{"name":9,"slug":8,"type":15},{"name":13,"slug":14,"type":15},{"name":1260,"slug":1261,"type":15},"Operations","operations","2026-07-31T05:53:50.587304",{"slug":1264,"name":1264,"fn":1265,"description":1266,"org":1267,"tags":1268,"stars":20,"repoUrl":21,"updatedAt":1274},"gcx-demo","present gcx demo tours","Run a narrated, read-only demo tour of gcx for customer or colleague presentations. Showcases the breadth of gcx across every Grafana Cloud product area — resources, datasources, metrics, logs, traces, SLOs, alerts, synthetic monitoring, IRM, k6, fleet, and more. All commands are strictly read-only. Trigger when the user says \"demo gcx\", \"show off gcx\", \"customer demo\", \"gcx tour\", or \"\u002Fgcx-demo\".\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1269,1270,1271],{"name":1255,"slug":1256,"type":15},{"name":9,"slug":8,"type":15},{"name":1272,"slug":1273,"type":15},"Presentations","presentations","2026-07-25T05:30:45.282458",80]