[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill-posthog-workload-analysis":3,"mdc-24pffi-key":34,"related-org-posthog-workload-analysis":10182,"related-repo-posthog-workload-analysis":10351},{"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":29,"sourceUrl":32,"mdContent":33},"workload-analysis","analyze PostHog customer account workloads","Generate comprehensive workload analysis visualizations for PostHog customer accounts. Use when user requests account analysis, workload breakdown, SDK analysis, spend allocation, or expansion opportunity assessment. Triggers include \"analyze [account]\", \"workload analysis for [account]\", \"SDK breakdown for [account]\", \"show me how [account] uses PostHog\", or any request to understand customer usage patterns across products and platforms.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},"posthog","PostHog","https:\u002F\u002Fpexgzepcugksgbtrxkhf.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Forg-logos\u002Fposthog.png",[12,14,17,20],{"name":9,"slug":8,"type":13},"tag",{"name":15,"slug":16,"type":13},"Reporting","reporting",{"name":18,"slug":19,"type":13},"Customer Success","customer-success",{"name":21,"slug":22,"type":13},"Analytics","analytics",56,"https:\u002F\u002Fgithub.com\u002FPostHog\u002Fskills","2026-04-06T18:46:40.947025",null,4,[],{"repoUrl":24,"stars":23,"forks":27,"topics":30,"description":31},[],"PostHog skills (under construction)","https:\u002F\u002Fgithub.com\u002FPostHog\u002Fskills\u002Ftree\u002FHEAD\u002Fskills\u002Fteam\u002Fcustomer-success\u002Fworkload-analysis","---\nname: workload-analysis\ndescription: Generate comprehensive workload analysis visualizations for PostHog customer accounts. Use when user requests account analysis, workload breakdown, SDK analysis, spend allocation, or expansion opportunity assessment. Triggers include \"analyze [account]\", \"workload analysis for [account]\", \"SDK breakdown for [account]\", \"show me how [account] uses PostHog\", or any request to understand customer usage patterns across products and platforms.\n---\n\n# Workload Analysis Skill\n\nGenerate interactive React visualizations showing how customer spend flows from products → workloads → teams, with SDK breakdowns, opportunity identification, and risk assessment.\n\n## Workflow\n\n### Step 1: Collect Account Data\n\n1. **Find account in Vitally:**\n   ```\n   vitally:find_account_by_name → get externalId (organization_id)\n   vitally:get_account_full with filterUnnecessaryFields=false\n   ```\n\n2. **Query billing data from PostHog:**\n   ```sql\n   SELECT date, report \n   FROM postgres.prod.billing_usagereport\n   WHERE organization_id = '[externalId]'\n   ORDER BY date DESC LIMIT 3\n   ```\n\n3. **Extract key fields** (see references\u002Fdata-mapping.md for complete field list):\n   - Vitally: MRR, forecasted_mrr, diff_dollars, product spend fields\n   - Billing: SDK event counts, AI events, recordings, exceptions, feature flag requests\n\n### Step 2: Calculate SDK Proportions\n\n**⚠️ CRITICAL: Check ALL SDKs, not just common ones. Flutter\u002FReact Native are often the dominant SDK for mobile-first companies.**\n\nFrom billing data, extract COMPLETE SDK breakdown:\n```javascript\nconst sdkBreakdown = {\n  \u002F\u002F Web\n  web: report.web_events_count_in_period || 0,\n  \u002F\u002F Backend\n  node: report.node_events_count_in_period || 0,\n  python: report.python_events_count_in_period || 0,\n  go: report.go_events_count_in_period || 0,\n  ruby: report.ruby_events_count_in_period || 0,\n  php: report.php_events_count_in_period || 0,\n  java: report.java_events_count_in_period || 0,\n  \u002F\u002F Mobile Native\n  ios: report.ios_events_count_in_period || 0,\n  android: report.android_events_count_in_period || 0,\n  \u002F\u002F Mobile Cross-Platform (DON'T MISS THESE!)\n  flutter: report.flutter_events_count_in_period || 0,\n  react_native: report.react_native_events_count_in_period || 0,\n};\nconst total = Object.values(sdkBreakdown).reduce((a, b) => a + b, 0);\n\n\u002F\u002F Verify: SDK total should ≈ event_count_in_period\n\u002F\u002F If big gap, you're missing an SDK!\n```\n\n### Step 3: Define Workloads\n\nCreate workloads based on SDK proportions and product usage patterns:\n\n| Pattern | Workload Type | Examples |\n|---------|---------------|----------|\n| Web >80% | Web Application (primary) | SaaS dashboard |\n| Node\u002FPython\u002FGo\u002FRuby\u002FPHP\u002FJava >80% | Backend API (primary) | API-first product |\n| iOS + Android >20% | Native Mobile Apps (primary) | Consumer iOS\u002FAndroid |\n| **Flutter >20%** | **Flutter Mobile App (primary)** | Cross-platform mobile |\n| **React Native >20%** | **React Native App (primary)** | Cross-platform mobile |\n| AI events >0 | LLM\u002FAI Platform | AI-first company |\n| External schemas >0 | Data Platform | Data warehouse usage |\n\n**Mobile Priority:** If Flutter or React Native dominates, that's the primary mobile workload (not iOS\u002FAndroid native).\n\n### Step 4: Allocate Spend to Workloads\n\nApply allocation rules from references\u002Fspend-allocation.md:\n\n| Product | Allocation Rule |\n|---------|-----------------|\n| Product Analytics | By SDK event proportion |\n| Identified Events | By SDK event proportion |\n| Session Replay (Web) | 100% to Web workload |\n| Mobile Replay | Split by iOS\u002FAndroid event ratio |\n| Feature Flags | 100% to primary SDK consumer |\n| Error Tracking | By exception source (web vs node) |\n| LLM Analytics | 100% to LLM Platform workload |\n| Data Warehouse | 100% to Data Platform workload |\n| Group Analytics | 100% to primary workload |\n| Teams\u002FScale | Platform-wide (separate) |\n\n### Step 5: Identify Opportunities & Risks\n\nApply frameworks from references\u002Fopportunity-framework.md:\n\n**Opportunities (check in order):**\n1. Monthly → Annual conversion (if not annual)\n2. Product gaps (enrolled but $0 spend)\n3. Cross-sell (missing products for their profile)\n4. Usage expansion (approaching limits)\n\n**Risks (flag if present):**\n1. Declining MRR (forecasted \u003C current)\n2. No annual contract (>$3K MRR monthly)\n3. Low health score (\u003C6)\n4. Single product dependency (>50% of spend)\n\n### Step 6: Generate React Visualization\n\nUse the template from assets\u002Fworkload-template.jsx. **ALL components below are REQUIRED:**\n\n**MANDATORY Components (include ALL of these):**\n1. **SummaryCards** - MRR, health score, contract type, alerts\n2. **SdkBreakdownBar** - Visual SDK proportion bar\n3. **WorkloadCards** - Cards for each workload with products\n4. **OpportunitiesTable** - Ranked opportunities with confidence\n5. **RisksTable** - If risks present, severity-ranked\n6. **TreeView** - REQUIRED: Hierarchical view showing Account → Workloads → Products → Teams with connecting lines\n7. **SankeyView** - REQUIRED: SVG revenue flow diagram showing Products (left bars) flowing to Workloads (right bars) with curved paths\n8. **MatrixView** - Products × Workloads grid with spend cells\n\n**View Tabs (MUST include all 5):**\n```javascript\nconst tabs = [\n  { id: 'overview', label: '📊 Overview' },\n  { id: 'risks', label: '🚨 Risks' },      \u002F\u002F Show if risks.length > 0\n  { id: 'tree', label: '🌳 Tree View' },   \u002F\u002F REQUIRED\n  { id: 'sankey', label: '💰 Revenue Flow' }, \u002F\u002F REQUIRED\n  { id: 'matrix', label: '📋 Matrix' },\n];\n```\n\n**⚠️ DO NOT SKIP TreeView or SankeyView. These are the most valuable visualizations for understanding account structure.**\n\n### Required Component: TreeView\n\nCopy this component exactly:\n```jsx\nconst TreeView = () => {\n  const activeWorkloads = workloadTotals.filter(w => w.type !== 'inactive');\n  return (\n    \u003Cdiv className=\"bg-white p-4 rounded-lg shadow border mb-4\">\n      \u003Cdiv className=\"text-sm font-bold text-gray-700 mb-4\">Hierarchical View: Account → Workloads → Products → Teams\u003C\u002Fdiv>\n      \u003Cdiv className=\"flex flex-col items-start\">\n        \u003Cdiv className=\"bg-gray-900 text-white px-4 py-2 rounded font-bold mb-4\">\n          {accountSummary.name} (${(accountSummary.arr\u002F1000).toFixed(0)}k ARR)\n          \u003Cspan className=\"text-gray-400 text-sm ml-2\">| {accountSummary.employees} employees | {accountSummary.fundingStage}\u003C\u002Fspan>\n        \u003C\u002Fdiv>\n        \u003Cdiv className=\"ml-8 border-l-2 border-gray-300\">\n          {activeWorkloads.map((workload, wIdx) => (\n            \u003Cdiv key={wIdx} className=\"ml-4 mb-6\">\n              \u003Cdiv className=\"flex items-center\">\n                \u003Cdiv className=\"w-6 h-px bg-gray-300 mr-2\">\u003C\u002Fdiv>\n                \u003Cdiv className=\"px-3 py-2 rounded text-sm font-medium\"\n                  style={{ backgroundColor: workload.type === 'primary' ? '#dbeafe' : '#f3e8ff',\n                    color: workload.type === 'primary' ? '#1e40af' : '#6b21a8',\n                    borderLeft: `4px solid ${workloadTypeColors[workload.type]}` }}>\n                  \u003Cdiv className=\"font-bold\">{workload.name}\u003C\u002Fdiv>\n                  \u003Cdiv className=\"text-xs opacity-75\">{workload.sdk} • {formatNumber(workload.dailyEvents)} events\u002Fday • {formatCurrency(workload.totalSpend)}\u002Fmo\u003C\u002Fdiv>\n                \u003C\u002Fdiv>\n              \u003C\u002Fdiv>\n              \u003Cdiv className=\"ml-10 mt-2 border-l border-gray-200\">\n                {workload.products.map((product, pIdx) => (\n                  \u003Cdiv key={pIdx} className=\"ml-4 mb-2 flex items-center\">\n                    \u003Cdiv className=\"w-4 h-px bg-gray-200 mr-2\">\u003C\u002Fdiv>\n                    \u003Cdiv className=\"w-3 h-3 rounded-full mr-2\" style={{ backgroundColor: statusColors[product.status] }}>\u003C\u002Fdiv>\n                    \u003Cspan className={`text-sm ${product.status === 'opportunity' ? 'text-gray-400' : 'text-gray-700'}`}>\n                      \u003Cspan className=\"font-medium\">{product.name}\u003C\u002Fspan>\n                      {product.spend > 0 && \u003Cspan className=\"text-green-600 ml-2\">({formatCurrency(product.spend)}\u002Fmo)\u003C\u002Fspan>}\n                    \u003C\u002Fspan>\n                  \u003C\u002Fdiv>\n                ))}\n              \u003C\u002Fdiv>\n              \u003Cdiv className=\"ml-10 mt-2 flex items-center gap-2\">\n                \u003Cdiv className=\"w-4 h-px bg-gray-200\">\u003C\u002Fdiv>\n                \u003Cspan className=\"text-xs text-gray-500\">Teams:\u003C\u002Fspan>\n                {workload.teams.map((team, tIdx) => (\n                  \u003Cspan key={tIdx} className=\"bg-purple-100 text-purple-700 px-2 py-0.5 rounded text-xs\">{team}\u003C\u002Fspan>\n                ))}\n              \u003C\u002Fdiv>\n            \u003C\u002Fdiv>\n          ))}\n        \u003C\u002Fdiv>\n      \u003C\u002Fdiv>\n    \u003C\u002Fdiv>\n  );\n};\n```\n\n### Required Component: SankeyView\n\nCopy this component exactly:\n```jsx\nconst SankeyView = () => {\n  const productsWithSpend = [];\n  const productSpendMap = {};\n  workloadTotals.forEach(w => {\n    w.products.forEach(p => {\n      if (p.spend > 0) {\n        productSpendMap[p.name] = (productSpendMap[p.name] || 0) + p.spend;\n      }\n    });\n  });\n  Object.entries(productSpendMap).forEach(([name, amount]) => {\n    productsWithSpend.push({ name, amount });\n  });\n  productsWithSpend.sort((a, b) => b.amount - a.amount);\n  \n  const totalSpend = productsWithSpend.reduce((s, p) => s + p.amount, 0) || 1;\n  const activeWorkloads = workloadTotals.filter(w => w.type !== 'inactive' && w.totalSpend > 0);\n  \n  const productColors = ['#3b82f6', '#8b5cf6', '#22c55e', '#f59e0b', '#ec4899', '#06b6d4'];\n  productsWithSpend.forEach((p, i) => { p.color = productColors[i % productColors.length]; });\n  activeWorkloads.forEach((w, i) => { w.color = productColors[i % productColors.length]; });\n\n  const svgWidth = 800;\n  const svgHeight = Math.max(300, Math.max(productsWithSpend.length, activeWorkloads.length) * 60 + 60);\n  const leftX = 140, rightX = svgWidth - 200, barWidth = 30, gap = 8;\n  \n  let leftY = 40;\n  const leftBars = productsWithSpend.map(p => {\n    const height = Math.max((p.amount \u002F totalSpend) * (svgHeight - 80), 25);\n    const bar = { ...p, x: leftX, y: leftY, width: barWidth, height };\n    leftY += height + gap;\n    return bar;\n  });\n  \n  let rightY = 40;\n  const rightBars = activeWorkloads.map(w => {\n    const height = Math.max((w.totalSpend \u002F totalSpend) * (svgHeight - 80), 25);\n    const bar = { ...w, amount: w.totalSpend, x: rightX, y: rightY, width: barWidth, height };\n    rightY += height + gap;\n    return bar;\n  });\n\n  const flows = [];\n  const leftOffsets = {}, rightOffsets = {};\n  leftBars.forEach(b => { leftOffsets[b.name] = b.y; });\n  rightBars.forEach(b => { rightOffsets[b.name] = b.y; });\n  \n  activeWorkloads.forEach(workload => {\n    workload.products.forEach(product => {\n      if (product.spend > 0) {\n        flows.push({ from: product.name, to: workload.name, amount: product.spend, \n          color: leftBars.find(b => b.name === product.name)?.color || '#888' });\n      }\n    });\n  });\n\n  return (\n    \u003Cdiv className=\"bg-white p-4 rounded-lg shadow border mb-4\">\n      \u003Cdiv className=\"text-sm font-bold text-gray-700 mb-4\">Revenue Flow: Products → Workloads\u003C\u002Fdiv>\n      \u003Csvg width={svgWidth} height={svgHeight} className=\"mx-auto\">\n        {flows.map((flow, idx) => {\n          const fromBar = leftBars.find(b => b.name === flow.from);\n          const toBar = rightBars.find(b => b.name === flow.to);\n          if (!fromBar || !toBar) return null;\n          const flowHeight = Math.max((flow.amount \u002F totalSpend) * (svgHeight - 80), 3);\n          const startY = leftOffsets[flow.from], endY = rightOffsets[flow.to];\n          leftOffsets[flow.from] += flowHeight;\n          rightOffsets[flow.to] += flowHeight;\n          const path = `M ${fromBar.x + barWidth} ${startY} C ${fromBar.x + barWidth + 100} ${startY}, ${toBar.x - 100} ${endY}, ${toBar.x} ${endY} L ${toBar.x} ${endY + flowHeight} C ${toBar.x - 100} ${endY + flowHeight}, ${fromBar.x + barWidth + 100} ${startY + flowHeight}, ${fromBar.x + barWidth} ${startY + flowHeight} Z`;\n          return \u003Cpath key={idx} d={path} fill={flow.color} fillOpacity={0.3} stroke={flow.color} strokeWidth={0.5} \u002F>;\n        })}\n        {leftBars.map((bar, idx) => (\n          \u003Cg key={`left-${idx}`}>\n            \u003Crect x={bar.x} y={bar.y} width={bar.width} height={bar.height} fill={bar.color} rx={4} \u002F>\n            \u003Ctext x={bar.x - 10} y={bar.y + bar.height \u002F 2} textAnchor=\"end\" dominantBaseline=\"middle\" fontSize={11} fill=\"#374151\" fontWeight=\"500\">{bar.name}\u003C\u002Ftext>\n            \u003Ctext x={bar.x - 10} y={bar.y + bar.height \u002F 2 + 13} textAnchor=\"end\" dominantBaseline=\"middle\" fontSize={10} fill=\"#6b7280\">{formatCurrency(bar.amount)}\u003C\u002Ftext>\n          \u003C\u002Fg>\n        ))}\n        {rightBars.map((bar, idx) => (\n          \u003Cg key={`right-${idx}`}>\n            \u003Crect x={bar.x} y={bar.y} width={bar.width} height={bar.height} fill={bar.color} rx={4} \u002F>\n            \u003Ctext x={bar.x + bar.width + 10} y={bar.y + bar.height \u002F 2} textAnchor=\"start\" dominantBaseline=\"middle\" fontSize={11} fill=\"#374151\" fontWeight=\"500\">{bar.name}\u003C\u002Ftext>\n            \u003Ctext x={bar.x + bar.width + 10} y={bar.y + bar.height \u002F 2 + 13} textAnchor=\"start\" dominantBaseline=\"middle\" fontSize={10} fill=\"#6b7280\">{formatCurrency(bar.amount)} ({((bar.amount \u002F totalSpend) * 100).toFixed(0)}%)\u003C\u002Ftext>\n          \u003C\u002Fg>\n        ))}\n        \u003Ctext x={leftX + barWidth\u002F2} y={20} textAnchor=\"middle\" fontSize={11} fill=\"#6b7280\" fontWeight=\"bold\">PRODUCTS\u003C\u002Ftext>\n        \u003Ctext x={rightX + barWidth\u002F2} y={20} textAnchor=\"middle\" fontSize={11} fill=\"#6b7280\" fontWeight=\"bold\">WORKLOADS\u003C\u002Ftext>\n      \u003C\u002Fsvg>\n      \u003Cdiv className=\"text-xs text-gray-500 text-center mt-2\">Flow width represents dollar allocation\u003C\u002Fdiv>\n    \u003C\u002Fdiv>\n  );\n};\n```\n\n### Output Format\n\nGenerate a complete React component file named `{account-name}-workload-analysis.jsx` that:\n- Contains all raw data in variables (for reference)\n- Calculates proportions and allocations\n- Defines workloads with products array\n- Includes all visualization components\n- Has view tabs for different perspectives\n\n## Quick Reference\n\n### Status Thresholds\n- **Significant**: ≥$500\u002Fmo (green)\n- **Adopted**: $100-499\u002Fmo (blue)  \n- **Experimenting**: $1-99\u002Fmo (amber)\n- **Opportunity**: $0\u002Fmo (gray)\n\n### Key SQL Fields\n```\nevent_count_in_period, recording_count_in_period, \nai_event_count_in_period, exceptions_captured_in_period,\nbillable_feature_flag_requests_count_in_period,\nenhanced_persons_event_count_in_period\n```\n\n### Vitally Spend Fields\n```\nproduct_analytics_forecasted_mrr, session_replay_forecasted_mrr,\nfeature_flags_forecasted_mrr, llm_analytics_forecasted_mrr,\nenhanced_persons_forecasted_mrr, error_tracking_forecasted_mrr,\ndata_warehouse_forecasted_mrr, surveys_forecasted_mrr\n```\n\n## Pre-Delivery Checklist\n\nBefore presenting the React artifact, verify ALL of these are included:\n\n- [ ] SummaryCards component with MRR, health, contract type\n- [ ] SdkBreakdownBar showing ALL SDKs (including Flutter\u002FReact Native if present)\n- [ ] WorkloadCards for each identified workload\n- [ ] OpportunitiesTable with ranked opportunities\n- [ ] RisksTable (if any risks identified)\n- [ ] **TreeView component** - 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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":10183,"total":10350},[10184,10201,10213,10225,10238,10253,10269,10286,10300,10314,10324,10340],{"slug":10185,"name":10185,"fn":10186,"description":10187,"org":10188,"tags":10189,"stars":10198,"repoUrl":10199,"updatedAt":10200},"analyzing-expensive-users","analyze expensive users in AI observability","Analyze the most expensive users in AI observability and explain why they cost so much. Use when the user asks about top spenders, expensive users, per-user LLM cost, user-level cost drivers, or patterns behind high AI observability spend.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[10190,10191,10194,10197],{"name":21,"slug":22,"type":13},{"name":10192,"slug":10193,"type":13},"Cost Optimization","cost-optimization",{"name":10195,"slug":10196,"type":13},"Observability","observability",{"name":9,"slug":8,"type":13},35568,"https:\u002F\u002Fgithub.com\u002FPostHog\u002Fposthog","2026-07-28T05:34:11.117757",{"slug":10202,"name":10202,"fn":10203,"description":10204,"org":10205,"tags":10206,"stars":10198,"repoUrl":10199,"updatedAt":10212},"auditing-endpoints","audit PostHog project endpoints","Audit every endpoint in a PostHog project for staleness, failed materialisations, and unused materialised versions. Use when the user asks \"what endpoints can I clean up?\", \"are any of my endpoints broken?\", \"which materialised versions are still being called?\", or wants a one-shot cleanup pass over the Endpoints product. Produces a prioritised report grouped by issue type, with recommended actions but does not modify anything without explicit confirmation.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[10207,10208,10211],{"name":21,"slug":22,"type":13},{"name":10209,"slug":10210,"type":13},"Audit","audit",{"name":9,"slug":8,"type":13},"2026-06-08T08:08:33.693989",{"slug":10214,"name":10214,"fn":10215,"description":10216,"org":10217,"tags":10218,"stars":10198,"repoUrl":10199,"updatedAt":10224},"auditing-warehouse-source-health","audit PostHog data warehouse source health","Audit the health of a PostHog project's data warehouse sources and syncs — find every broken or degraded source connection, sync schema, and webhook channel. Use when the user asks \"why are my imports failing?\", \"what's broken with my sources?\", \"why is my warehouse data stale?\", or wants a one-shot triage of source\u002Fsync health before deciding where to dig in. Produces a prioritized report grouped by severity, with recommended next steps. For materialized-view health use `auditing-warehouse-view-health`; for a single failing sync use `diagnosing-failed-warehouse-syncs`.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[10219,10220,10222,10223],{"name":10209,"slug":10210,"type":13},{"name":1157,"slug":10221,"type":13},"data-warehouse",{"name":10195,"slug":10196,"type":13},{"name":9,"slug":8,"type":13},"2026-06-18T08:22:57.67984",{"slug":10226,"name":10226,"fn":10227,"description":10228,"org":10229,"tags":10230,"stars":10198,"repoUrl":10199,"updatedAt":10237},"auditing-warehouse-view-health","audit PostHog materialized view health","Audit the health of a PostHog project's materialized views (saved queries) — find every failed materialization and flag unused or stale materialized views that cost storage and compute. Use when the user asks \"which of my views are broken?\", \"why is this materialized view failing?\", \"are any of my views wasting compute?\", or wants a one-shot triage of view health. For source\u002Fsync health use `auditing-warehouse-source-health`.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[10231,10232,10233,10236],{"name":10209,"slug":10210,"type":13},{"name":1157,"slug":10221,"type":13},{"name":10234,"slug":10235,"type":13},"Performance","performance",{"name":9,"slug":8,"type":13},"2026-06-18T08:25:10.936787",{"slug":10239,"name":10239,"fn":10240,"description":10241,"org":10242,"tags":10243,"stars":10198,"repoUrl":10199,"updatedAt":10252},"authoring-error-tracking-alerts","author PostHog error tracking alerts","Author error tracking alerts that fire when an issue is created, reopened, or starts spiking. Use when the user asks to set up error notifications, route exceptions to Slack\u002Fwebhook\u002FLinear, or evaluate which error events are worth alerting on. Covers trigger-event selection, integration choice, dedup against existing alerts, and shipping with the canonical message body shape.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[10244,10247,10250,10251],{"name":10245,"slug":10246,"type":13},"Alerting","alerting",{"name":10248,"slug":10249,"type":13},"Debugging","debugging",{"name":10195,"slug":10196,"type":13},{"name":9,"slug":8,"type":13},"2026-06-18T08:24:40.318583",{"slug":10254,"name":10254,"fn":10255,"description":10256,"org":10257,"tags":10258,"stars":10198,"repoUrl":10199,"updatedAt":10268},"authoring-log-alerts","author log alerts in PostHog","Author useful, low-noise log alerts on services in a PostHog project. Use when the user asks to set up alerts for their logs, suggest alerts they should add, or evaluate whether a service is worth monitoring. Covers service triage, baseline characterisation, threshold drafting, back-testing via simulate, and shipping with a notification destination.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[10259,10260,10263,10264,10267],{"name":21,"slug":22,"type":13},{"name":10261,"slug":10262,"type":13},"Monitoring","monitoring",{"name":10195,"slug":10196,"type":13},{"name":10265,"slug":10266,"type":13},"Operations","operations",{"name":9,"slug":8,"type":13},"2026-07-18T05:10:54.430898",{"slug":10270,"name":10270,"fn":10271,"description":10272,"org":10273,"tags":10274,"stars":10198,"repoUrl":10199,"updatedAt":10285},"building-workflows","build and edit PostHog workflows","Build, edit, test, enable, and monitor PostHog workflows over MCP. Author the action\u002Fedge graph so it runs and opens cleanly in the visual editor, then change drafts surgically with patch operations. Use when asked to build, set up, automate, change, fix, or debug a workflow, campaign, broadcast, drip sequence, or event-triggered automation in the workflows product.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[10275,10278,10281,10282],{"name":10276,"slug":10277,"type":13},"Automation","automation",{"name":10279,"slug":10280,"type":13},"MCP","mcp",{"name":9,"slug":8,"type":13},{"name":10283,"slug":10284,"type":13},"Workflow Automation","workflow-automation","2026-07-28T05:34:12.167015",{"slug":10287,"name":10287,"fn":10288,"description":10289,"org":10290,"tags":10291,"stars":10198,"repoUrl":10199,"updatedAt":10299},"check-posthog-loading","inspect PostHog SDK loading across URLs","Inspect how the PostHog JavaScript SDK is loaded across a list of URLs. Use to confirm consistent installation across pages, find pages missing the snippet, detect mismatched API keys or hosts between pages, and verify the load method (head snippet vs deferred vs array.js).\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[10292,10293,10294,10297,10298],{"name":21,"slug":22,"type":13},{"name":10248,"slug":10249,"type":13},{"name":10295,"slug":10296,"type":13},"Frontend","frontend",{"name":10195,"slug":10196,"type":13},{"name":9,"slug":8,"type":13},"2026-05-07T05:56:19.828048",{"slug":10301,"name":10301,"fn":10302,"description":10303,"org":10304,"tags":10305,"stars":10198,"repoUrl":10199,"updatedAt":10313},"consuming-endpoints-from-client-code","integrate PostHog endpoints into client applications","Wire a PostHog endpoint into a client app or SDK. Covers fetching the OpenAPI spec, generating a typed client with openapi-generator or @hey-api\u002Fopenapi-ts, sending the right auth header, shaping the variables payload (HogQL code_name vs insight breakdown property), handling rate-limit and materialised-endpoint error responses. Use when the user says \"how do I call my endpoint\", \"generate a client for this\", or \"what auth header do I use\".\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[10306,10309,10310,10311],{"name":10307,"slug":10308,"type":13},"API Development","api-development",{"name":10295,"slug":10296,"type":13},{"name":9,"slug":8,"type":13},{"name":10312,"slug":2859,"type":13},"SDK","2026-06-08T08:08:34.929454",{"slug":10315,"name":10315,"fn":10316,"description":10317,"org":10318,"tags":10319,"stars":10198,"repoUrl":10199,"updatedAt":10323},"copying-endpoints-across-projects","copy PostHog endpoints across projects","Copy a PostHog endpoint (a saved HogQL\u002Finsight query exposed as an API route) to another project in the same organization, or duplicate it under a new name in the same project. Use when the user wants to duplicate an endpoint, promote an endpoint from staging to production, replicate an endpoint's query\u002Fvariables\u002Ffreshness config in another workspace, or clone an endpoint to iterate on it. Unlike feature flags and experiments, endpoints have NO native cross-project copy tool — this skill covers the read-then-recreate flow (endpoint-get then endpoint-create), the active-project switching it requires, name-collision checks, and the safe defaults (land unmaterialised in the target, verify with endpoint-run). Does not cover editing endpoint versions (see managing-endpoint-versions) or authoring a brand-new endpoint from scratch (see creating-an-endpoint).\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[10320,10321,10322],{"name":10307,"slug":10308,"type":13},{"name":10265,"slug":10266,"type":13},{"name":9,"slug":8,"type":13},"2026-07-15T05:29:58.442727",{"slug":10325,"name":10325,"fn":10326,"description":10327,"org":10328,"tags":10329,"stars":10198,"repoUrl":10199,"updatedAt":10339},"creating-ai-subscription","schedule recurring AI-generated PostHog reports","Create a recurring AI-generated PostHog report — schedule a free-text prompt to run on a cron, with the LLM-synthesized markdown delivered to email or Slack on each tick. Use when the user wants a recurring AI summary of X on any cadence (daily, weekly, monthly, yearly) rather than a one-off report. (To attach an AI summary to an existing insight\u002Fdashboard subscription instead of a free-text prompt, see `managing-subscriptions` and its `summary_enabled` option.)\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[10330,10331,10334,10335,10336],{"name":10276,"slug":10277,"type":13},{"name":10332,"slug":10333,"type":13},"Email","email",{"name":9,"slug":8,"type":13},{"name":15,"slug":16,"type":13},{"name":10337,"slug":10338,"type":13},"Slack","slack","2026-06-09T07:32:27.935712",{"slug":10341,"name":10341,"fn":10342,"description":10343,"org":10344,"tags":10345,"stars":10198,"repoUrl":10199,"updatedAt":10349},"creating-an-endpoint","create PostHog API endpoints","Create a PostHog endpoint with the right shape on the first try — covers query kind choice, name conventions, what to expose as variables (HogQL code_name vs insight breakdown), data_freshness_seconds, and whether to materialise on day one. Use when the user says \"create an endpoint\", \"expose this query as an API\", \"turn this insight into an endpoint\", or asks for help structuring a new endpoint. Steers away from common mistakes: materialising a query with cohort breakdowns or compare mode, inline-only variables on a materialised endpoint, unbounded date ranges, ambiguous names.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[10346,10347,10348],{"name":21,"slug":22,"type":13},{"name":10307,"slug":10308,"type":13},{"name":9,"slug":8,"type":13},"2026-06-08T08:08:29.624498",231,{"items":10352,"total":10454},[10353,10370,10386,10399,10415,10427,10438],{"slug":10354,"name":10354,"fn":10355,"description":10356,"org":10357,"tags":10358,"stars":23,"repoUrl":24,"updatedAt":10369},"account-handover","draft sales account handover notes","Draft structured handover notes for transitioning a PostHog account from one TAM or CSM to another. Use this skill when a TAM needs to hand over an account, prepare a transition briefing, write handover notes, create an account summary for a new owner, or any request involving account transitions between TAMs or CSMs. Triggers on \"hand over this account\", \"transition account to\", \"draft handover notes\", \"account briefing for new TAM\", \"prepare account transition\", or when a TAM names an account and says they're leaving or reassigning it.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[10359,10362,10365,10366],{"name":10360,"slug":10361,"type":13},"Communications","communications",{"name":10363,"slug":10364,"type":13},"CRM","crm",{"name":9,"slug":8,"type":13},{"name":10367,"slug":10368,"type":13},"Sales","sales","2026-04-16T05:13:00.172732",{"slug":10371,"name":10371,"fn":10372,"description":10373,"org":10374,"tags":10375,"stars":23,"repoUrl":24,"updatedAt":10385},"auditing-warehouse-data-health","audit PostHog data warehouse health","Audit the health of a PostHog project's data warehouse — find every broken or degraded pipeline item across sources, sync schemas, materialized views, batch exports, and transformations. Use when the user asks \"what's broken in my warehouse?\", \"give me a health check\", \"audit my data pipeline\", \"why are some dashboards stale?\", or wants a one-shot triage summary before deciding where to spend time. Produces a prioritized report of issues grouped by severity and type, with recommended next steps.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[10376,10377,10380,10383,10384],{"name":10209,"slug":10210,"type":13},{"name":10378,"slug":10379,"type":13},"Data Engineering","data-engineering",{"name":10381,"slug":10382,"type":13},"Data Quality","data-quality",{"name":10195,"slug":10196,"type":13},{"name":9,"slug":8,"type":13},"2026-06-21T08:19:05.85849",{"slug":10387,"name":10387,"fn":10388,"description":10389,"org":10390,"tags":10391,"stars":23,"repoUrl":24,"updatedAt":10398},"copying-flags-across-projects","copy feature flags across PostHog projects","Copy a feature flag from one PostHog project to one or more target projects in the same organization. Use when the user wants to duplicate a flag, promote a flag from staging to production, sync flags across projects, or replicate a flag configuration in a different workspace. Covers cohort remapping, scheduled-change handling, encrypted payloads, and the safe defaults (disabled in target, no scheduled changes).",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[10392,10395,10397],{"name":10393,"slug":10394,"type":13},"Deployment","deployment",{"name":1118,"slug":10396,"type":13},"feature-flags",{"name":9,"slug":8,"type":13},"2026-05-04T05:56:44.484909",{"slug":10400,"name":10400,"fn":10401,"description":10402,"org":10403,"tags":10404,"stars":23,"repoUrl":24,"updatedAt":10414},"diagnosing-experiment-results","diagnose PostHog experiment results and anomalies","Diagnoses bias, anomalies, and strange-looking results on a specific PostHog experiment. Covers empty \u002F 0-exposure experiments, sample ratio mismatch, identity fragmentation, multi-variant exposure, uneven-split exclusion bias, significance traps (peeking, A\u002FA, Bayesian vs Frequentist), PostHog-vs-SQL discrepancies, and surprises after mid-run edits. Symptom-driven dispatch to the right diagnostic.\nTRIGGER when: user asks 'is my experiment biased?' or 'why 0 exposures?', references the bias banner, says a variant looks strange \u002F wrong \u002F off, sees significance flipping, notices PostHog numbers disagreeing with their SQL, sees an A\u002FA test showing significance, or reports surprises after mid-run edits.\nDO NOT TRIGGER when: creating a new experiment (use creating-experiments), only configuring rollout (use configuring-experiment-rollout) or metrics (use configuring-experiment-analytics), or only asking lifecycle questions (use managing-experiment-lifecycle).",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[10405,10408,10409,10412,10413],{"name":10406,"slug":10407,"type":13},"A\u002FB Testing","a-b-testing",{"name":21,"slug":22,"type":13},{"name":10410,"slug":10411,"type":13},"Data Analysis","data-analysis",{"name":10248,"slug":10249,"type":13},{"name":9,"slug":8,"type":13},"2026-05-22T06:59:58.103867",{"slug":10416,"name":10416,"fn":10417,"description":10418,"org":10419,"tags":10420,"stars":23,"repoUrl":24,"updatedAt":10426},"diagnosing-missing-recordings","diagnose missing PostHog session recordings","Diagnoses why a session recording is missing or was not captured. Use when a user asks why a session has no replay, why recordings aren't appearing, or wants to troubleshoot session replay capture issues for a specific session ID or across their project. Covers SDK diagnostic signals, project settings, sampling, triggers, ad blockers, and quota\u002Fbilling scenarios.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[10421,10422,10423,10424,10425],{"name":21,"slug":22,"type":13},{"name":10248,"slug":10249,"type":13},{"name":10295,"slug":10296,"type":13},{"name":10195,"slug":10196,"type":13},{"name":9,"slug":8,"type":13},"2026-04-22T05:06:51.989772",{"slug":10428,"name":10428,"fn":10429,"description":10430,"org":10431,"tags":10432,"stars":23,"repoUrl":24,"updatedAt":10437},"diagnosing-sdk-health","diagnose PostHog SDK health","Diagnoses the health of a project's PostHog SDK integrations — which SDKs are out of date and how to fix them. Use when a user asks about PostHog SDK versions, outdated SDKs, upgrade recommendations, \"SDK health\", \"SDK doctor\" (the former name), or when events or features seem off and it might be due to an old SDK.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[10433,10434,10435,10436],{"name":21,"slug":22,"type":13},{"name":10248,"slug":10249,"type":13},{"name":10195,"slug":10196,"type":13},{"name":9,"slug":8,"type":13},"2026-04-27T05:46:14.554016",{"slug":10439,"name":10439,"fn":10440,"description":10441,"org":10442,"tags":10443,"stars":23,"repoUrl":24,"updatedAt":10453},"error-tracking-android","track Android errors with PostHog","PostHog error tracking for Android",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[10444,10447,10448,10451,10452],{"name":10445,"slug":10446,"type":13},"Android","android",{"name":10248,"slug":10249,"type":13},{"name":10449,"slug":10450,"type":13},"Mobile","mobile",{"name":10195,"slug":10196,"type":13},{"name":9,"slug":8,"type":13},"2026-04-06T18:46:26.982494",110]