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Sample dashboard for Openclaw monitoring
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| { | |
| "annotations": { | |
| "list": [ | |
| { | |
| "builtIn": 1, | |
| "datasource": { | |
| "type": "grafana", | |
| "uid": "-- Grafana --" | |
| }, | |
| "enable": true, | |
| "hide": true, | |
| "iconColor": "rgba(0, 211, 255, 1)", | |
| "name": "Annotations & Alerts", | |
| "type": "dashboard" | |
| } | |
| ] | |
| }, | |
| "editable": true, | |
| "fiscalYearStartMonth": 0, | |
| "graphTooltip": 1, | |
| "id": 2, | |
| "links": [], | |
| "panels": [ | |
| { | |
| "collapsed": false, | |
| "gridPos": { | |
| "h": 1, | |
| "w": 24, | |
| "x": 0, | |
| "y": 0 | |
| }, | |
| "id": 1, | |
| "panels": [], | |
| "title": "Totals over dashboard time range", | |
| "type": "row" | |
| }, | |
| { | |
| "datasource": { | |
| "type": "prometheus", | |
| "uid": "prometheus" | |
| }, | |
| "description": "Total tokens added over the time picker (`increase` handles counter resets).", | |
| "fieldConfig": { | |
| "defaults": { | |
| "decimals": 2, | |
| "mappings": [], | |
| "thresholds": { | |
| "mode": "absolute", | |
| "steps": [ | |
| { | |
| "color": "green", | |
| "value": null | |
| }, | |
| { | |
| "color": "red", | |
| "value": 80 | |
| } | |
| ] | |
| }, | |
| "unit": "short" | |
| }, | |
| "overrides": [] | |
| }, | |
| "gridPos": { | |
| "h": 4, | |
| "w": 6, | |
| "x": 0, | |
| "y": 1 | |
| }, | |
| "id": 2, | |
| "options": { | |
| "colorMode": "value", | |
| "graphMode": "none", | |
| "justifyMode": "auto", | |
| "orientation": "auto", | |
| "percentChangeColorMode": "standard", | |
| "reduceOptions": { | |
| "calcs": [ | |
| "lastNotNull" | |
| ], | |
| "fields": "", | |
| "values": false | |
| }, | |
| "showPercentChange": false, | |
| "textMode": "auto", | |
| "wideLayout": true | |
| }, | |
| "pluginVersion": "11.5.2", | |
| "targets": [ | |
| { | |
| "datasource": { | |
| "type": "prometheus", | |
| "uid": "prometheus" | |
| }, | |
| "expr": "sum(increase(openclaw_tokens_total[$__range]))", | |
| "refId": "A" | |
| } | |
| ], | |
| "title": "Tokens (total, window)", | |
| "type": "stat" | |
| }, | |
| { | |
| "datasource": { | |
| "type": "prometheus", | |
| "uid": "prometheus" | |
| }, | |
| "description": "Total USD accumulated over the time picker.", | |
| "fieldConfig": { | |
| "defaults": { | |
| "decimals": 4, | |
| "mappings": [], | |
| "thresholds": { | |
| "mode": "absolute", | |
| "steps": [ | |
| { | |
| "color": "green", | |
| "value": null | |
| }, | |
| { | |
| "color": "red", | |
| "value": 80 | |
| } | |
| ] | |
| }, | |
| "unit": "currencyUSD" | |
| }, | |
| "overrides": [] | |
| }, | |
| "gridPos": { | |
| "h": 4, | |
| "w": 6, | |
| "x": 6, | |
| "y": 1 | |
| }, | |
| "id": 3, | |
| "options": { | |
| "colorMode": "value", | |
| "graphMode": "none", | |
| "justifyMode": "auto", | |
| "orientation": "auto", | |
| "percentChangeColorMode": "standard", | |
| "reduceOptions": { | |
| "calcs": [ | |
| "lastNotNull" | |
| ], | |
| "fields": "", | |
| "values": false | |
| }, | |
| "showPercentChange": false, | |
| "textMode": "auto", | |
| "wideLayout": true | |
| }, | |
| "pluginVersion": "11.5.2", | |
| "targets": [ | |
| { | |
| "datasource": { | |
| "type": "prometheus", | |
| "uid": "prometheus" | |
| }, | |
| "expr": "sum(increase(openclaw_cost_usd_total[$__range]))", | |
| "refId": "A" | |
| } | |
| ], | |
| "title": "Cost USD (total, window)", | |
| "type": "stat" | |
| }, | |
| { | |
| "datasource": { | |
| "type": "prometheus", | |
| "uid": "prometheus" | |
| }, | |
| "description": "Messages processed in the time picker.", | |
| "fieldConfig": { | |
| "defaults": { | |
| "decimals": 2, | |
| "mappings": [], | |
| "thresholds": { | |
| "mode": "absolute", | |
| "steps": [ | |
| { | |
| "color": "green", | |
| "value": null | |
| }, | |
| { | |
| "color": "red", | |
| "value": 80 | |
| } | |
| ] | |
| }, | |
| "unit": "short" | |
| }, | |
| "overrides": [] | |
| }, | |
| "gridPos": { | |
| "h": 4, | |
| "w": 6, | |
| "x": 12, | |
| "y": 1 | |
| }, | |
| "id": 4, | |
| "options": { | |
| "colorMode": "value", | |
| "graphMode": "none", | |
| "justifyMode": "auto", | |
| "orientation": "auto", | |
| "percentChangeColorMode": "standard", | |
| "reduceOptions": { | |
| "calcs": [ | |
| "lastNotNull" | |
| ], | |
| "fields": "", | |
| "values": false | |
| }, | |
| "showPercentChange": false, | |
| "textMode": "auto", | |
| "wideLayout": true | |
| }, | |
| "pluginVersion": "11.5.2", | |
| "targets": [ | |
| { | |
| "datasource": { | |
| "type": "prometheus", | |
| "uid": "prometheus" | |
| }, | |
| "expr": "sum(increase(openclaw_message_processed_total[$__range]))", | |
| "refId": "A" | |
| } | |
| ], | |
| "title": "Messages processed (total, window)", | |
| "type": "stat" | |
| }, | |
| { | |
| "datasource": { | |
| "type": "prometheus", | |
| "uid": "prometheus" | |
| }, | |
| "description": "Messages queued in the time picker.", | |
| "fieldConfig": { | |
| "defaults": { | |
| "decimals": 2, | |
| "mappings": [], | |
| "thresholds": { | |
| "mode": "absolute", | |
| "steps": [ | |
| { | |
| "color": "green", | |
| "value": null | |
| }, | |
| { | |
| "color": "red", | |
| "value": 80 | |
| } | |
| ] | |
| }, | |
| "unit": "short" | |
| }, | |
| "overrides": [] | |
| }, | |
| "gridPos": { | |
| "h": 4, | |
| "w": 6, | |
| "x": 18, | |
| "y": 1 | |
| }, | |
| "id": 5, | |
| "options": { | |
| "colorMode": "value", | |
| "graphMode": "none", | |
| "justifyMode": "auto", | |
| "orientation": "auto", | |
| "percentChangeColorMode": "standard", | |
| "reduceOptions": { | |
| "calcs": [ | |
| "lastNotNull" | |
| ], | |
| "fields": "", | |
| "values": false | |
| }, | |
| "showPercentChange": false, | |
| "textMode": "auto", | |
| "wideLayout": true | |
| }, | |
| "pluginVersion": "11.5.2", | |
| "targets": [ | |
| { | |
| "datasource": { | |
| "type": "prometheus", | |
| "uid": "prometheus" | |
| }, | |
| "expr": "sum(increase(openclaw_message_queued_total[$__range]))", | |
| "refId": "A" | |
| } | |
| ], | |
| "title": "Messages queued (total, window)", | |
| "type": "stat" | |
| }, | |
| { | |
| "collapsed": false, | |
| "gridPos": { | |
| "h": 1, | |
| "w": 24, | |
| "x": 0, | |
| "y": 5 | |
| }, | |
| "id": 10, | |
| "panels": [], | |
| "title": "Cumulative totals", | |
| "type": "row" | |
| }, | |
| { | |
| "datasource": { | |
| "type": "prometheus", | |
| "uid": "prometheus" | |
| }, | |
| "description": "Rolling total: `increase(openclaw_tokens_total[$__range])` evaluated at each step (window length = dashboard range). Uses Prometheus counter reset handling.", | |
| "fieldConfig": { | |
| "defaults": { | |
| "color": { | |
| "mode": "palette-classic" | |
| }, | |
| "custom": { | |
| "axisBorderShow": false, | |
| "axisCenteredZero": false, | |
| "axisColorMode": "text", | |
| "axisLabel": "", | |
| "axisPlacement": "auto", | |
| "barAlignment": 0, | |
| "barWidthFactor": 0.6, | |
| "drawStyle": "line", | |
| "fillOpacity": 15, | |
| "gradientMode": "none", | |
| "hideFrom": { | |
| "legend": false, | |
| "tooltip": false, | |
| "viz": false | |
| }, | |
| "insertNulls": false, | |
| "lineInterpolation": "smooth", | |
| "lineWidth": 1, | |
| "pointSize": 5, | |
| "scaleDistribution": { | |
| "type": "linear" | |
| }, | |
| "showPoints": "never", | |
| "spanNulls": false, | |
| "stacking": { | |
| "group": "A", | |
| "mode": "none" | |
| }, | |
| "thresholdsStyle": { | |
| "mode": "off" | |
| } | |
| }, | |
| "mappings": [], | |
| "thresholds": { | |
| "mode": "absolute", | |
| "steps": [ | |
| { | |
| "color": "green", | |
| "value": null | |
| }, | |
| { | |
| "color": "red", | |
| "value": 80 | |
| } | |
| ] | |
| }, | |
| "unit": "short" | |
| }, | |
| "overrides": [] | |
| }, | |
| "gridPos": { | |
| "h": 8, | |
| "w": 12, | |
| "x": 0, | |
| "y": 6 | |
| }, | |
| "id": 11, | |
| "options": { | |
| "legend": { | |
| "calcs": [ | |
| "lastNotNull" | |
| ], | |
| "displayMode": "table", | |
| "placement": "bottom", | |
| "showLegend": true | |
| }, | |
| "tooltip": { | |
| "hideZeros": false, | |
| "mode": "multi", | |
| "sort": "desc" | |
| } | |
| }, | |
| "pluginVersion": "11.5.2", | |
| "targets": [ | |
| { | |
| "datasource": { | |
| "type": "prometheus", | |
| "uid": "prometheus" | |
| }, | |
| "editorMode": "code", | |
| "expr": "sum(increase(openclaw_tokens_total[$__range]))", | |
| "legendFormat": "tokens", | |
| "range": true, | |
| "refId": "A" | |
| } | |
| ], | |
| "title": "Tokens cumulative", | |
| "type": "timeseries" | |
| }, | |
| { | |
| "datasource": { | |
| "type": "prometheus", | |
| "uid": "prometheus" | |
| }, | |
| "description": "Rolling USD total: `increase(openclaw_cost_usd_total[$__range])` over the dashboard range at each step.", | |
| "fieldConfig": { | |
| "defaults": { | |
| "color": { | |
| "mode": "palette-classic" | |
| }, | |
| "custom": { | |
| "axisBorderShow": false, | |
| "axisCenteredZero": false, | |
| "axisColorMode": "text", | |
| "axisLabel": "", | |
| "axisPlacement": "auto", | |
| "barAlignment": 0, | |
| "barWidthFactor": 0.6, | |
| "drawStyle": "line", | |
| "fillOpacity": 15, | |
| "gradientMode": "none", | |
| "hideFrom": { | |
| "legend": false, | |
| "tooltip": false, | |
| "viz": false | |
| }, | |
| "insertNulls": false, | |
| "lineInterpolation": "smooth", | |
| "lineWidth": 1, | |
| "pointSize": 5, | |
| "scaleDistribution": { | |
| "type": "linear" | |
| }, | |
| "showPoints": "never", | |
| "spanNulls": false, | |
| "stacking": { | |
| "group": "A", | |
| "mode": "none" | |
| }, | |
| "thresholdsStyle": { | |
| "mode": "off" | |
| } | |
| }, | |
| "mappings": [], | |
| "thresholds": { | |
| "mode": "absolute", | |
| "steps": [ | |
| { | |
| "color": "green", | |
| "value": null | |
| }, | |
| { | |
| "color": "red", | |
| "value": 80 | |
| } | |
| ] | |
| }, | |
| "unit": "currencyUSD" | |
| }, | |
| "overrides": [] | |
| }, | |
| "gridPos": { | |
| "h": 8, | |
| "w": 12, | |
| "x": 12, | |
| "y": 6 | |
| }, | |
| "id": 12, | |
| "options": { | |
| "legend": { | |
| "calcs": [ | |
| "lastNotNull" | |
| ], | |
| "displayMode": "table", | |
| "placement": "bottom", | |
| "showLegend": true | |
| }, | |
| "tooltip": { | |
| "hideZeros": false, | |
| "mode": "multi", | |
| "sort": "desc" | |
| } | |
| }, | |
| "pluginVersion": "11.5.2", | |
| "targets": [ | |
| { | |
| "datasource": { | |
| "type": "prometheus", | |
| "uid": "prometheus" | |
| }, | |
| "editorMode": "code", | |
| "expr": "sum(increase(openclaw_cost_usd_total[$__range]))", | |
| "legendFormat": "USD", | |
| "range": true, | |
| "refId": "A" | |
| } | |
| ], | |
| "title": "Cost USD cumulative", | |
| "type": "timeseries" | |
| }, | |
| { | |
| "collapsed": false, | |
| "gridPos": { | |
| "h": 1, | |
| "w": 24, | |
| "x": 0, | |
| "y": 14 | |
| }, | |
| "id": 20, | |
| "panels": [], | |
| "title": "Tokens by model / provider / channel", | |
| "type": "row" | |
| }, | |
| { | |
| "datasource": { | |
| "type": "prometheus", | |
| "uid": "prometheus" | |
| }, | |
| "fieldConfig": { | |
| "defaults": { | |
| "color": { | |
| "mode": "palette-classic" | |
| }, | |
| "custom": { | |
| "axisBorderShow": false, | |
| "axisCenteredZero": false, | |
| "axisColorMode": "text", | |
| "axisLabel": "", | |
| "axisPlacement": "auto", | |
| "barAlignment": 0, | |
| "barWidthFactor": 0.6, | |
| "drawStyle": "line", | |
| "fillOpacity": 15, | |
| "gradientMode": "none", | |
| "hideFrom": { | |
| "legend": false, | |
| "tooltip": false, | |
| "viz": false | |
| }, | |
| "insertNulls": false, | |
| "lineInterpolation": "smooth", | |
| "lineWidth": 1, | |
| "pointSize": 5, | |
| "scaleDistribution": { | |
| "type": "linear" | |
| }, | |
| "showPoints": "never", | |
| "spanNulls": false, | |
| "stacking": { | |
| "group": "A", | |
| "mode": "none" | |
| }, | |
| "thresholdsStyle": { | |
| "mode": "off" | |
| } | |
| }, | |
| "mappings": [], | |
| "thresholds": { | |
| "mode": "absolute", | |
| "steps": [ | |
| { | |
| "color": "green", | |
| "value": null | |
| }, | |
| { | |
| "color": "red", | |
| "value": 80 | |
| } | |
| ] | |
| }, | |
| "unit": "short" | |
| }, | |
| "overrides": [] | |
| }, | |
| "gridPos": { | |
| "h": 8, | |
| "w": 8, | |
| "x": 0, | |
| "y": 15 | |
| }, | |
| "id": 21, | |
| "options": { | |
| "legend": { | |
| "calcs": [ | |
| "lastNotNull" | |
| ], | |
| "displayMode": "table", | |
| "placement": "bottom", | |
| "showLegend": true | |
| }, | |
| "tooltip": { | |
| "hideZeros": false, | |
| "mode": "multi", | |
| "sort": "desc" | |
| } | |
| }, | |
| "pluginVersion": "11.5.2", | |
| "targets": [ | |
| { | |
| "datasource": { | |
| "type": "prometheus", | |
| "uid": "prometheus" | |
| }, | |
| "expr": "sum by (openclaw_model) (increase(openclaw_tokens_total[$__range]))", | |
| "legendFormat": "{{openclaw_model}}", | |
| "refId": "A" | |
| } | |
| ], | |
| "title": "Tokens cumulative by model (in visible range)", | |
| "type": "timeseries" | |
| }, | |
| { | |
| "datasource": { | |
| "type": "prometheus", | |
| "uid": "prometheus" | |
| }, | |
| "fieldConfig": { | |
| "defaults": { | |
| "color": { | |
| "mode": "palette-classic" | |
| }, | |
| "custom": { | |
| "axisBorderShow": false, | |
| "axisCenteredZero": false, | |
| "axisColorMode": "text", | |
| "axisLabel": "", | |
| "axisPlacement": "auto", | |
| "barAlignment": 0, | |
| "barWidthFactor": 0.6, | |
| "drawStyle": "line", | |
| "fillOpacity": 15, | |
| "gradientMode": "none", | |
| "hideFrom": { | |
| "legend": false, | |
| "tooltip": false, | |
| "viz": false | |
| }, | |
| "insertNulls": false, | |
| "lineInterpolation": "smooth", | |
| "lineWidth": 1, | |
| "pointSize": 5, | |
| "scaleDistribution": { | |
| "type": "linear" | |
| }, | |
| "showPoints": "never", | |
| "spanNulls": false, | |
| "stacking": { | |
| "group": "A", | |
| "mode": "none" | |
| }, | |
| "thresholdsStyle": { | |
| "mode": "off" | |
| } | |
| }, | |
| "mappings": [], | |
| "thresholds": { | |
| "mode": "absolute", | |
| "steps": [ | |
| { | |
| "color": "green", | |
| "value": null | |
| }, | |
| { | |
| "color": "red", | |
| "value": 80 | |
| } | |
| ] | |
| }, | |
| "unit": "short" | |
| }, | |
| "overrides": [] | |
| }, | |
| "gridPos": { | |
| "h": 8, | |
| "w": 8, | |
| "x": 8, | |
| "y": 15 | |
| }, | |
| "id": 22, | |
| "options": { | |
| "legend": { | |
| "calcs": [ | |
| "lastNotNull" | |
| ], | |
| "displayMode": "table", | |
| "placement": "bottom", | |
| "showLegend": true | |
| }, | |
| "tooltip": { | |
| "hideZeros": false, | |
| "mode": "multi", | |
| "sort": "desc" | |
| } | |
| }, | |
| "pluginVersion": "11.5.2", | |
| "targets": [ | |
| { | |
| "datasource": { | |
| "type": "prometheus", | |
| "uid": "prometheus" | |
| }, | |
| "expr": "sum by (openclaw_provider) (increase(openclaw_tokens_total[$__range]))", | |
| "legendFormat": "{{openclaw_provider}}", | |
| "refId": "A" | |
| } | |
| ], | |
| "title": "Tokens cumulative by provider (in visible range)", | |
| "type": "timeseries" | |
| }, | |
| { | |
| "datasource": { | |
| "type": "prometheus", | |
| "uid": "prometheus" | |
| }, | |
| "fieldConfig": { | |
| "defaults": { | |
| "color": { | |
| "mode": "palette-classic" | |
| }, | |
| "custom": { | |
| "axisBorderShow": false, | |
| "axisCenteredZero": false, | |
| "axisColorMode": "text", | |
| "axisLabel": "", | |
| "axisPlacement": "auto", | |
| "barAlignment": 0, | |
| "barWidthFactor": 0.6, | |
| "drawStyle": "line", | |
| "fillOpacity": 15, | |
| "gradientMode": "none", | |
| "hideFrom": { | |
| "legend": false, | |
| "tooltip": false, | |
| "viz": false | |
| }, | |
| "insertNulls": false, | |
| "lineInterpolation": "smooth", | |
| "lineWidth": 1, | |
| "pointSize": 5, | |
| "scaleDistribution": { | |
| "type": "linear" | |
| }, | |
| "showPoints": "never", | |
| "spanNulls": false, | |
| "stacking": { | |
| "group": "A", | |
| "mode": "none" | |
| }, | |
| "thresholdsStyle": { | |
| "mode": "off" | |
| } | |
| }, | |
| "mappings": [], | |
| "thresholds": { | |
| "mode": "absolute", | |
| "steps": [ | |
| { | |
| "color": "green", | |
| "value": null | |
| }, | |
| { | |
| "color": "red", | |
| "value": 80 | |
| } | |
| ] | |
| }, | |
| "unit": "short" | |
| }, | |
| "overrides": [] | |
| }, | |
| "gridPos": { | |
| "h": 8, | |
| "w": 8, | |
| "x": 16, | |
| "y": 15 | |
| }, | |
| "id": 23, | |
| "options": { | |
| "legend": { | |
| "calcs": [ | |
| "lastNotNull" | |
| ], | |
| "displayMode": "table", | |
| "placement": "bottom", | |
| "showLegend": true | |
| }, | |
| "tooltip": { | |
| "hideZeros": false, | |
| "mode": "multi", | |
| "sort": "desc" | |
| } | |
| }, | |
| "pluginVersion": "11.5.2", | |
| "targets": [ | |
| { | |
| "datasource": { | |
| "type": "prometheus", | |
| "uid": "prometheus" | |
| }, | |
| "expr": "sum by (openclaw_channel) (increase(openclaw_tokens_total[$__range]))", | |
| "legendFormat": "{{openclaw_channel}}", | |
| "refId": "A" | |
| } | |
| ], | |
| "title": "Tokens cumulative by channel (in visible range)", | |
| "type": "timeseries" | |
| }, | |
| { | |
| "collapsed": false, | |
| "gridPos": { | |
| "h": 1, | |
| "w": 24, | |
| "x": 0, | |
| "y": 23 | |
| }, | |
| "id": 30, | |
| "panels": [], | |
| "title": "Messages & sessions", | |
| "type": "row" | |
| }, | |
| { | |
| "datasource": { | |
| "type": "prometheus", | |
| "uid": "prometheus" | |
| }, | |
| "description": "`increase(...[$__range])` over the dashboard time window: total and by `openclaw_channel`.", | |
| "fieldConfig": { | |
| "defaults": { | |
| "color": { | |
| "mode": "palette-classic" | |
| }, | |
| "custom": { | |
| "axisBorderShow": false, | |
| "axisCenteredZero": false, | |
| "axisColorMode": "text", | |
| "axisLabel": "", | |
| "axisPlacement": "auto", | |
| "barAlignment": 0, | |
| "barWidthFactor": 0.6, | |
| "drawStyle": "line", | |
| "fillOpacity": 15, | |
| "gradientMode": "none", | |
| "hideFrom": { | |
| "legend": false, | |
| "tooltip": false, | |
| "viz": false | |
| }, | |
| "insertNulls": false, | |
| "lineInterpolation": "smooth", | |
| "lineWidth": 1, | |
| "pointSize": 5, | |
| "scaleDistribution": { | |
| "type": "linear" | |
| }, | |
| "showPoints": "never", | |
| "spanNulls": false, | |
| "stacking": { | |
| "group": "A", | |
| "mode": "none" | |
| }, | |
| "thresholdsStyle": { | |
| "mode": "off" | |
| } | |
| }, | |
| "mappings": [], | |
| "thresholds": { | |
| "mode": "absolute", | |
| "steps": [ | |
| { | |
| "color": "green", | |
| "value": null | |
| }, | |
| { | |
| "color": "red", | |
| "value": 80 | |
| } | |
| ] | |
| }, | |
| "unit": "short" | |
| }, | |
| "overrides": [] | |
| }, | |
| "gridPos": { | |
| "h": 8, | |
| "w": 12, | |
| "x": 0, | |
| "y": 24 | |
| }, | |
| "id": 31, | |
| "options": { | |
| "legend": { | |
| "calcs": [ | |
| "lastNotNull" | |
| ], | |
| "displayMode": "table", | |
| "placement": "bottom", | |
| "showLegend": true | |
| }, | |
| "tooltip": { | |
| "hideZeros": false, | |
| "mode": "multi", | |
| "sort": "desc" | |
| } | |
| }, | |
| "pluginVersion": "11.5.2", | |
| "targets": [ | |
| { | |
| "datasource": { | |
| "type": "prometheus", | |
| "uid": "prometheus" | |
| }, | |
| "expr": "sum(increase(openclaw_message_processed_total[$__range]))", | |
| "legendFormat": "processed (all)", | |
| "refId": "A" | |
| }, | |
| { | |
| "datasource": { | |
| "type": "prometheus", | |
| "uid": "prometheus" | |
| }, | |
| "expr": "sum by (openclaw_channel) (increase(openclaw_message_processed_total[$__range]))", | |
| "legendFormat": "{{openclaw_channel}}", | |
| "refId": "B" | |
| } | |
| ], | |
| "title": "Messages processed (cumulative in visible range)", | |
| "type": "timeseries" | |
| }, | |
| { | |
| "datasource": { | |
| "type": "prometheus", | |
| "uid": "prometheus" | |
| }, | |
| "description": "`increase(...[$__range])` for queued messages: total and by `openclaw_channel`.", | |
| "fieldConfig": { | |
| "defaults": { | |
| "color": { | |
| "mode": "palette-classic" | |
| }, | |
| "custom": { | |
| "axisBorderShow": false, | |
| "axisCenteredZero": false, | |
| "axisColorMode": "text", | |
| "axisLabel": "", | |
| "axisPlacement": "auto", | |
| "barAlignment": 0, | |
| "barWidthFactor": 0.6, | |
| "drawStyle": "line", | |
| "fillOpacity": 15, | |
| "gradientMode": "none", | |
| "hideFrom": { | |
| "legend": false, | |
| "tooltip": false, | |
| "viz": false | |
| }, | |
| "insertNulls": false, | |
| "lineInterpolation": "smooth", | |
| "lineWidth": 1, | |
| "pointSize": 5, | |
| "scaleDistribution": { | |
| "type": "linear" | |
| }, | |
| "showPoints": "never", | |
| "spanNulls": false, | |
| "stacking": { | |
| "group": "A", | |
| "mode": "none" | |
| }, | |
| "thresholdsStyle": { | |
| "mode": "off" | |
| } | |
| }, | |
| "mappings": [], | |
| "thresholds": { | |
| "mode": "absolute", | |
| "steps": [ | |
| { | |
| "color": "green", | |
| "value": null | |
| }, | |
| { | |
| "color": "red", | |
| "value": 80 | |
| } | |
| ] | |
| }, | |
| "unit": "short" | |
| }, | |
| "overrides": [] | |
| }, | |
| "gridPos": { | |
| "h": 8, | |
| "w": 12, | |
| "x": 12, | |
| "y": 24 | |
| }, | |
| "id": 32, | |
| "options": { | |
| "legend": { | |
| "calcs": [ | |
| "lastNotNull" | |
| ], | |
| "displayMode": "table", | |
| "placement": "bottom", | |
| "showLegend": true | |
| }, | |
| "tooltip": { | |
| "hideZeros": false, | |
| "mode": "multi", | |
| "sort": "desc" | |
| } | |
| }, | |
| "pluginVersion": "11.5.2", | |
| "targets": [ | |
| { | |
| "datasource": { | |
| "type": "prometheus", | |
| "uid": "prometheus" | |
| }, | |
| "expr": "sum(increase(openclaw_message_queued_total[$__range]))", | |
| "legendFormat": "queued (all)", | |
| "refId": "A" | |
| }, | |
| { | |
| "datasource": { | |
| "type": "prometheus", | |
| "uid": "prometheus" | |
| }, | |
| "expr": "sum by (openclaw_channel) (increase(openclaw_message_queued_total[$__range]))", | |
| "legendFormat": "{{openclaw_channel}}", | |
| "refId": "B" | |
| } | |
| ], | |
| "title": "Messages queued (cumulative in visible range)", | |
| "type": "timeseries" | |
| }, | |
| { | |
| "datasource": { | |
| "type": "prometheus", | |
| "uid": "prometheus" | |
| }, | |
| "description": "`increase(openclaw_session_state_total[$__range])` by `openclaw_state` and overall. Adjust the label if your exporter uses a different name.", | |
| "fieldConfig": { | |
| "defaults": { | |
| "color": { | |
| "mode": "palette-classic" | |
| }, | |
| "custom": { | |
| "axisBorderShow": false, | |
| "axisCenteredZero": false, | |
| "axisColorMode": "text", | |
| "axisLabel": "", | |
| "axisPlacement": "auto", | |
| "barAlignment": 0, | |
| "barWidthFactor": 0.6, | |
| "drawStyle": "line", | |
| "fillOpacity": 15, | |
| "gradientMode": "none", | |
| "hideFrom": { | |
| "legend": false, | |
| "tooltip": false, | |
| "viz": false | |
| }, | |
| "insertNulls": false, | |
| "lineInterpolation": "smooth", | |
| "lineWidth": 1, | |
| "pointSize": 5, | |
| "scaleDistribution": { | |
| "type": "linear" | |
| }, | |
| "showPoints": "never", | |
| "spanNulls": false, | |
| "stacking": { | |
| "group": "A", | |
| "mode": "none" | |
| }, | |
| "thresholdsStyle": { | |
| "mode": "off" | |
| } | |
| }, | |
| "mappings": [], | |
| "thresholds": { | |
| "mode": "absolute", | |
| "steps": [ | |
| { | |
| "color": "green", | |
| "value": null | |
| }, | |
| { | |
| "color": "red", | |
| "value": 80 | |
| } | |
| ] | |
| }, | |
| "unit": "short" | |
| }, | |
| "overrides": [] | |
| }, | |
| "gridPos": { | |
| "h": 8, | |
| "w": 24, | |
| "x": 0, | |
| "y": 32 | |
| }, | |
| "id": 33, | |
| "options": { | |
| "legend": { | |
| "calcs": [ | |
| "lastNotNull" | |
| ], | |
| "displayMode": "table", | |
| "placement": "bottom", | |
| "showLegend": true | |
| }, | |
| "tooltip": { | |
| "hideZeros": false, | |
| "mode": "multi", | |
| "sort": "desc" | |
| } | |
| }, | |
| "pluginVersion": "11.5.2", | |
| "targets": [ | |
| { | |
| "datasource": { | |
| "type": "prometheus", | |
| "uid": "prometheus" | |
| }, | |
| "expr": "sum by (openclaw_state) (increase(openclaw_session_state_total[$__range]))", | |
| "legendFormat": "{{openclaw_state}}", | |
| "refId": "A" | |
| }, | |
| { | |
| "datasource": { | |
| "type": "prometheus", | |
| "uid": "prometheus" | |
| }, | |
| "expr": "sum(increase(openclaw_session_state_total[$__range]))", | |
| "legendFormat": "all states", | |
| "refId": "B" | |
| } | |
| ], | |
| "title": "Session lifecycle events (cumulative in visible range)", | |
| "type": "timeseries" | |
| }, | |
| { | |
| "collapsed": false, | |
| "gridPos": { | |
| "h": 1, | |
| "w": 24, | |
| "x": 0, | |
| "y": 40 | |
| }, | |
| "id": 40, | |
| "panels": [], | |
| "title": "Histograms — latency, context, queue", | |
| "type": "row" | |
| }, | |
| { | |
| "datasource": { | |
| "type": "prometheus", | |
| "uid": "prometheus" | |
| }, | |
| "description": "Uses Prometheus histogram buckets `openclaw_run_duration_ms_bucket`. Adjust label grouping if your exporter adds dimensions.", | |
| "fieldConfig": { | |
| "defaults": { | |
| "color": { | |
| "mode": "palette-classic" | |
| }, | |
| "custom": { | |
| "axisBorderShow": false, | |
| "axisCenteredZero": false, | |
| "axisColorMode": "text", | |
| "axisLabel": "", | |
| "axisPlacement": "auto", | |
| "barAlignment": 0, | |
| "barWidthFactor": 0.6, | |
| "drawStyle": "line", | |
| "fillOpacity": 15, | |
| "gradientMode": "none", | |
| "hideFrom": { | |
| "legend": false, | |
| "tooltip": false, | |
| "viz": false | |
| }, | |
| "insertNulls": false, | |
| "lineInterpolation": "smooth", | |
| "lineWidth": 1, | |
| "pointSize": 5, | |
| "scaleDistribution": { | |
| "type": "linear" | |
| }, | |
| "showPoints": "never", | |
| "spanNulls": false, | |
| "stacking": { | |
| "group": "A", | |
| "mode": "none" | |
| }, | |
| "thresholdsStyle": { | |
| "mode": "off" | |
| } | |
| }, | |
| "mappings": [], | |
| "thresholds": { | |
| "mode": "absolute", | |
| "steps": [ | |
| { | |
| "color": "green", | |
| "value": null | |
| }, | |
| { | |
| "color": "red", | |
| "value": 80 | |
| } | |
| ] | |
| }, | |
| "unit": "ms" | |
| }, | |
| "overrides": [] | |
| }, | |
| "gridPos": { | |
| "h": 9, | |
| "w": 24, | |
| "x": 0, | |
| "y": 41 | |
| }, | |
| "id": 41, | |
| "options": { | |
| "legend": { | |
| "calcs": [ | |
| "mean", | |
| "lastNotNull" | |
| ], | |
| "displayMode": "table", | |
| "placement": "bottom", | |
| "showLegend": true | |
| }, | |
| "tooltip": { | |
| "hideZeros": false, | |
| "mode": "multi", | |
| "sort": "desc" | |
| } | |
| }, | |
| "pluginVersion": "11.5.2", | |
| "targets": [ | |
| { | |
| "datasource": { | |
| "type": "prometheus", | |
| "uid": "prometheus" | |
| }, | |
| "editorMode": "code", | |
| "expr": "histogram_quantile(0.50, sum(rate(openclaw_run_duration_ms_milliseconds_bucket[$__range])) by (le))", | |
| "legendFormat": "p50", | |
| "range": true, | |
| "refId": "A" | |
| }, | |
| { | |
| "datasource": { | |
| "type": "prometheus", | |
| "uid": "prometheus" | |
| }, | |
| "expr": "histogram_quantile(0.95, sum(rate(openclaw_run_duration_ms_bucket[$__rate_interval])) by (le))", | |
| "legendFormat": "p95", | |
| "refId": "B" | |
| }, | |
| { | |
| "datasource": { | |
| "type": "prometheus", | |
| "uid": "prometheus" | |
| }, | |
| "expr": "histogram_quantile(0.99, sum(rate(openclaw_run_duration_ms_bucket[$__rate_interval])) by (le))", | |
| "legendFormat": "p99", | |
| "refId": "C" | |
| } | |
| ], | |
| "title": "Model call duration (ms)", | |
| "type": "timeseries" | |
| }, | |
| { | |
| "datasource": { | |
| "type": "prometheus", | |
| "uid": "prometheus" | |
| }, | |
| "description": "Uses `openclaw_context_tokens_bucket`.", | |
| "fieldConfig": { | |
| "defaults": { | |
| "color": { | |
| "mode": "palette-classic" | |
| }, | |
| "custom": { | |
| "axisBorderShow": false, | |
| "axisCenteredZero": false, | |
| "axisColorMode": "text", | |
| "axisLabel": "", | |
| "axisPlacement": "auto", | |
| "barAlignment": 0, | |
| "barWidthFactor": 0.6, | |
| "drawStyle": "line", | |
| "fillOpacity": 15, | |
| "gradientMode": "none", | |
| "hideFrom": { | |
| "legend": false, | |
| "tooltip": false, | |
| "viz": false | |
| }, | |
| "insertNulls": false, | |
| "lineInterpolation": "smooth", | |
| "lineWidth": 1, | |
| "pointSize": 5, | |
| "scaleDistribution": { | |
| "type": "linear" | |
| }, | |
| "showPoints": "never", | |
| "spanNulls": false, | |
| "stacking": { | |
| "group": "A", | |
| "mode": "none" | |
| }, | |
| "thresholdsStyle": { | |
| "mode": "off" | |
| } | |
| }, | |
| "mappings": [], | |
| "thresholds": { | |
| "mode": "absolute", | |
| "steps": [ | |
| { | |
| "color": "green", | |
| "value": null | |
| }, | |
| { | |
| "color": "red", | |
| "value": 80 | |
| } | |
| ] | |
| }, | |
| "unit": "short" | |
| }, | |
| "overrides": [] | |
| }, | |
| "gridPos": { | |
| "h": 9, | |
| "w": 24, | |
| "x": 0, | |
| "y": 50 | |
| }, | |
| "id": 42, | |
| "options": { | |
| "legend": { | |
| "calcs": [ | |
| "mean", | |
| "lastNotNull" | |
| ], | |
| "displayMode": "table", | |
| "placement": "bottom", | |
| "showLegend": true | |
| }, | |
| "tooltip": { | |
| "hideZeros": false, | |
| "mode": "multi", | |
| "sort": "desc" | |
| } | |
| }, | |
| "pluginVersion": "11.5.2", | |
| "targets": [ | |
| { | |
| "datasource": { | |
| "type": "prometheus", | |
| "uid": "prometheus" | |
| }, | |
| "editorMode": "code", | |
| "expr": "histogram_quantile(0.50, sum(rate(openclaw_context_tokens_bucket[$__range])) by (le))", | |
| "legendFormat": "p50 tokens", | |
| "range": true, | |
| "refId": "A" | |
| }, | |
| { | |
| "datasource": { | |
| "type": "prometheus", | |
| "uid": "prometheus" | |
| }, | |
| "expr": "histogram_quantile(0.95, sum(rate(openclaw_context_tokens_bucket[$__rate_interval])) by (le))", | |
| "legendFormat": "p95 tokens", | |
| "refId": "B" | |
| }, | |
| { | |
| "datasource": { | |
| "type": "prometheus", | |
| "uid": "prometheus" | |
| }, | |
| "expr": "histogram_quantile(0.99, sum(rate(openclaw_context_tokens_bucket[$__rate_interval])) by (le))", | |
| "legendFormat": "p99 tokens", | |
| "refId": "C" | |
| } | |
| ], | |
| "title": "Context window size (tokens)", | |
| "type": "timeseries" | |
| }, | |
| { | |
| "datasource": { | |
| "type": "prometheus", | |
| "uid": "prometheus" | |
| }, | |
| "description": "Uses `openclaw_queue_depth_bucket`.", | |
| "fieldConfig": { | |
| "defaults": { | |
| "color": { | |
| "mode": "palette-classic" | |
| }, | |
| "custom": { | |
| "axisBorderShow": false, | |
| "axisCenteredZero": false, | |
| "axisColorMode": "text", | |
| "axisLabel": "", | |
| "axisPlacement": "auto", | |
| "barAlignment": 0, | |
| "barWidthFactor": 0.6, | |
| "drawStyle": "line", | |
| "fillOpacity": 15, | |
| "gradientMode": "none", | |
| "hideFrom": { | |
| "legend": false, | |
| "tooltip": false, | |
| "viz": false | |
| }, | |
| "insertNulls": false, | |
| "lineInterpolation": "smooth", | |
| "lineWidth": 1, | |
| "pointSize": 5, | |
| "scaleDistribution": { | |
| "type": "linear" | |
| }, | |
| "showPoints": "never", | |
| "spanNulls": false, | |
| "stacking": { | |
| "group": "A", | |
| "mode": "none" | |
| }, | |
| "thresholdsStyle": { | |
| "mode": "off" | |
| } | |
| }, | |
| "mappings": [], | |
| "thresholds": { | |
| "mode": "absolute", | |
| "steps": [ | |
| { | |
| "color": "green", | |
| "value": null | |
| }, | |
| { | |
| "color": "red", | |
| "value": 80 | |
| } | |
| ] | |
| }, | |
| "unit": "short" | |
| }, | |
| "overrides": [] | |
| }, | |
| "gridPos": { | |
| "h": 9, | |
| "w": 24, | |
| "x": 0, | |
| "y": 59 | |
| }, | |
| "id": 43, | |
| "options": { | |
| "legend": { | |
| "calcs": [ | |
| "mean", | |
| "lastNotNull" | |
| ], | |
| "displayMode": "table", | |
| "placement": "bottom", | |
| "showLegend": true | |
| }, | |
| "tooltip": { | |
| "hideZeros": false, | |
| "mode": "multi", | |
| "sort": "desc" | |
| } | |
| }, | |
| "pluginVersion": "11.5.2", | |
| "targets": [ | |
| { | |
| "datasource": { | |
| "type": "prometheus", | |
| "uid": "prometheus" | |
| }, | |
| "editorMode": "code", | |
| "expr": "histogram_quantile(0.50, sum(rate(openclaw_queue_depth_bucket[$__range])) by (le))", | |
| "legendFormat": "p50 depth", | |
| "range": true, | |
| "refId": "A" | |
| }, | |
| { | |
| "datasource": { | |
| "type": "prometheus", | |
| "uid": "prometheus" | |
| }, | |
| "expr": "histogram_quantile(0.95, sum(rate(openclaw_queue_depth_bucket[$__rate_interval])) by (le))", | |
| "legendFormat": "p95 depth", | |
| "refId": "B" | |
| }, | |
| { | |
| "datasource": { | |
| "type": "prometheus", | |
| "uid": "prometheus" | |
| }, | |
| "expr": "histogram_quantile(0.99, sum(rate(openclaw_queue_depth_bucket[$__rate_interval])) by (le))", | |
| "legendFormat": "p99 depth", | |
| "refId": "C" | |
| } | |
| ], | |
| "title": "Queue backlog depth", | |
| "type": "timeseries" | |
| } | |
| ], | |
| "preload": false, | |
| "refresh": "30s", | |
| "schemaVersion": 40, | |
| "tags": [ | |
| "openclaw", | |
| "prometheus" | |
| ], | |
| "templating": { | |
| "list": [] | |
| }, | |
| "time": { | |
| "from": "now-6h", | |
| "to": "now" | |
| }, | |
| "timepicker": {}, | |
| "timezone": "browser", | |
| "title": "OpenClaw overview", | |
| "uid": "openclaw-overview", | |
| "version": 13, | |
| "weekStart": "" | |
| } |
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