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	"editable": true,
	"fiscalYearStartMonth": 0,
	"graphTooltip": 1,
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	"links": [
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			"icon": "external link",
			"includeVars": true,
			"keepTime": true,
			"tags": [],
			"targetBlank": false,
			"title": "Master Overview",
			"type": "link",
			"url": "/d/master-overview/master-overview"
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			"collapsed": false,
			"gridPos": { "h": 1, "w": 24, "x": 0, "y": 0 },
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			"panels": [],
			"title": "Service Health",
			"type": "row"
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			"datasource": { "type": "prometheus", "uid": "${datasource}" },
			"fieldConfig": {
				"defaults": {
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					"mappings": [
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								"1": { "color": "green", "index": 0, "text": "UP" }
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			"gridPos": { "h": 4, "w": 6, "x": 0, "y": 1 },
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				"colorMode": "background",
				"graphMode": "none",
				"reduceOptions": { "calcs": ["lastNotNull"] }
			},
			"title": "mana-mcp Status",
			"type": "stat",
			"targets": [{ "expr": "up{job=\"mana-mcp\"}", "legendFormat": "Status" }]
		},
		{
			"datasource": { "type": "prometheus", "uid": "${datasource}" },
			"fieldConfig": {
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			"options": {
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				"graphMode": "none",
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			"title": "mana-ai Status",
			"type": "stat",
			"targets": [{ "expr": "up{job=\"mana-ai\"}", "legendFormat": "Status" }]
		},
		{
			"datasource": { "type": "prometheus", "uid": "${datasource}" },
			"fieldConfig": {
				"defaults": {
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			"gridPos": { "h": 4, "w": 6, "x": 12, "y": 1 },
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			"options": {
				"colorMode": "value",
				"graphMode": "area",
				"reduceOptions": { "calcs": ["lastNotNull"] }
			},
			"title": "Policy Denies / min (1h avg)",
			"type": "stat",
			"targets": [
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					"expr": "sum(rate(mana_mcp_policy_decisions_total{decision=\"deny\"}[1h])) * 60",
					"legendFormat": "deny/min"
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		{
			"datasource": { "type": "prometheus", "uid": "${datasource}" },
			"fieldConfig": {
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			"gridPos": { "h": 4, "w": 6, "x": 18, "y": 1 },
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			"options": {
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				"graphMode": "area",
				"reduceOptions": { "calcs": ["lastNotNull"] }
			},
			"title": "Compactions / h",
			"type": "stat",
			"targets": [
				{
					"expr": "sum(rate(mana_ai_compactions_triggered_total[1h])) * 3600",
					"legendFormat": "per hour"
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			"gridPos": { "h": 1, "w": 24, "x": 0, "y": 5 },
			"id": 10,
			"panels": [],
			"title": "Policy Gate (mana-mcp)",
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			"datasource": { "type": "prometheus", "uid": "${datasource}" },
			"fieldConfig": {
				"defaults": { "unit": "short", "color": { "mode": "palette-classic" } }
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			"gridPos": { "h": 8, "w": 12, "x": 0, "y": 6 },
			"id": 11,
			"options": { "legend": { "displayMode": "table", "placement": "bottom", "calcs": ["sum"] } },
			"title": "Decisions / sec by outcome",
			"type": "timeseries",
			"targets": [
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					"expr": "sum by (decision) (rate(mana_mcp_policy_decisions_total[5m]))",
					"legendFormat": "{{decision}}"
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			]
		},
		{
			"datasource": { "type": "prometheus", "uid": "${datasource}" },
			"fieldConfig": {
				"defaults": { "unit": "short", "color": { "mode": "palette-classic" } }
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			"id": 12,
			"options": { "legend": { "displayMode": "table", "placement": "bottom", "calcs": ["sum"] } },
			"title": "Deny reasons (soak signal for enforce-flip)",
			"type": "timeseries",
			"targets": [
				{
					"expr": "sum by (reason) (rate(mana_mcp_policy_decisions_total{decision=\"deny\"}[5m]))",
					"legendFormat": "{{reason}}"
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		},
		{
			"datasource": { "type": "prometheus", "uid": "${datasource}" },
			"fieldConfig": {
				"defaults": { "unit": "short", "color": { "mode": "palette-classic" } }
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			"gridPos": { "h": 8, "w": 12, "x": 0, "y": 14 },
			"id": 13,
			"options": { "legend": { "displayMode": "table", "placement": "bottom", "calcs": ["sum"] } },
			"title": "Tool invocations / sec by outcome",
			"type": "timeseries",
			"targets": [
				{
					"expr": "sum by (outcome) (rate(mana_mcp_tool_invocations_total[5m]))",
					"legendFormat": "{{outcome}}"
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			]
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		{
			"datasource": { "type": "prometheus", "uid": "${datasource}" },
			"fieldConfig": { "defaults": { "unit": "short" } },
			"gridPos": { "h": 8, "w": 12, "x": 12, "y": 14 },
			"id": 14,
			"options": { "legend": { "displayMode": "table", "placement": "bottom", "calcs": ["sum"] } },
			"title": "Top 10 invoked tools (24h)",
			"type": "bargauge",
			"targets": [
				{
					"expr": "topk(10, sum by (tool) (increase(mana_mcp_tool_invocations_total[24h])))",
					"legendFormat": "{{tool}}"
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		},
		{
			"datasource": { "type": "prometheus", "uid": "${datasource}" },
			"fieldConfig": { "defaults": { "unit": "s" } },
			"gridPos": { "h": 8, "w": 24, "x": 0, "y": 22 },
			"id": 15,
			"options": {
				"legend": { "displayMode": "table", "placement": "bottom", "calcs": ["mean", "max"] }
			},
			"title": "Tool handler latency p50 / p95 / p99",
			"type": "timeseries",
			"targets": [
				{
					"expr": "histogram_quantile(0.5, sum by (le, tool) (rate(mana_mcp_tool_duration_seconds_bucket[5m])))",
					"legendFormat": "p50 {{tool}}"
				},
				{
					"expr": "histogram_quantile(0.95, sum by (le, tool) (rate(mana_mcp_tool_duration_seconds_bucket[5m])))",
					"legendFormat": "p95 {{tool}}"
				},
				{
					"expr": "histogram_quantile(0.99, sum by (le, tool) (rate(mana_mcp_tool_duration_seconds_bucket[5m])))",
					"legendFormat": "p99 {{tool}}"
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			]
		},

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			"collapsed": false,
			"gridPos": { "h": 1, "w": 24, "x": 0, "y": 30 },
			"id": 20,
			"panels": [],
			"title": "Reminder Channel (mana-ai)",
			"type": "row"
		},
		{
			"datasource": { "type": "prometheus", "uid": "${datasource}" },
			"fieldConfig": {
				"defaults": { "unit": "short", "color": { "mode": "palette-classic" } }
			},
			"gridPos": { "h": 8, "w": 12, "x": 0, "y": 31 },
			"id": 21,
			"options": { "legend": { "displayMode": "table", "placement": "bottom", "calcs": ["sum"] } },
			"title": "Reminders emitted / sec by producer",
			"type": "timeseries",
			"targets": [
				{
					"expr": "sum by (producer) (rate(mana_ai_reminders_emitted_total[5m]))",
					"legendFormat": "{{producer}}"
				}
			]
		},
		{
			"datasource": { "type": "prometheus", "uid": "${datasource}" },
			"fieldConfig": {
				"defaults": { "unit": "short", "color": { "mode": "palette-classic" } }
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			"gridPos": { "h": 8, "w": 12, "x": 12, "y": 31 },
			"id": 22,
			"options": { "legend": { "displayMode": "table", "placement": "bottom", "calcs": ["sum"] } },
			"title": "Reminders by severity (warn/escalate should trend down if the LLM reacts)",
			"type": "timeseries",
			"targets": [
				{
					"expr": "sum by (severity) (rate(mana_ai_reminders_emitted_total[5m]))",
					"legendFormat": "{{severity}}"
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		},

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			"collapsed": false,
			"gridPos": { "h": 1, "w": 24, "x": 0, "y": 39 },
			"id": 30,
			"panels": [],
			"title": "Context Compactor (mana-ai)",
			"type": "row"
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		{
			"datasource": { "type": "prometheus", "uid": "${datasource}" },
			"fieldConfig": { "defaults": { "unit": "short" } },
			"gridPos": { "h": 8, "w": 12, "x": 0, "y": 40 },
			"id": 31,
			"options": { "legend": { "displayMode": "list", "placement": "bottom" } },
			"title": "Compactions triggered (cumulative)",
			"type": "timeseries",
			"targets": [
				{
					"expr": "sum(increase(mana_ai_compactions_triggered_total[1h]))",
					"legendFormat": "per 1h"
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			]
		},
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			"datasource": { "type": "prometheus", "uid": "${datasource}" },
			"fieldConfig": { "defaults": { "unit": "short" } },
			"gridPos": { "h": 8, "w": 12, "x": 12, "y": 40 },
			"id": 32,
			"options": { "legend": { "displayMode": "list", "placement": "bottom" } },
			"title": "Turns folded per compaction (histogram)",
			"description": "p50/p95 of messages folded per compaction event. Values < 3 suggest MANA_AI_COMPACT_MAX_CTX is misconfigured (threshold fires on already-short histories).",
			"type": "timeseries",
			"targets": [
				{
					"expr": "histogram_quantile(0.5, sum by (le) (rate(mana_ai_compacted_turns_bucket[30m])))",
					"legendFormat": "p50 turns"
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					"expr": "histogram_quantile(0.95, sum by (le) (rate(mana_ai_compacted_turns_bucket[30m])))",
					"legendFormat": "p95 turns"
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			"gridPos": { "h": 1, "w": 24, "x": 0, "y": 48 },
			"id": 40,
			"panels": [],
			"title": "Mission Runner Baseline (for correlation)",
			"type": "row"
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			"fieldConfig": { "defaults": { "unit": "s" } },
			"gridPos": { "h": 8, "w": 12, "x": 0, "y": 49 },
			"id": 41,
			"options": {
				"legend": { "displayMode": "table", "placement": "bottom", "calcs": ["mean", "max"] }
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			"title": "Tick duration p50 / p95",
			"type": "timeseries",
			"targets": [
				{
					"expr": "histogram_quantile(0.5, sum by (le) (rate(mana_ai_tick_duration_seconds_bucket[5m])))",
					"legendFormat": "p50"
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				{
					"expr": "histogram_quantile(0.95, sum by (le) (rate(mana_ai_tick_duration_seconds_bucket[5m])))",
					"legendFormat": "p95"
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			"datasource": { "type": "prometheus", "uid": "${datasource}" },
			"fieldConfig": { "defaults": { "unit": "short" } },
			"gridPos": { "h": 8, "w": 12, "x": 12, "y": 49 },
			"id": 42,
			"options": { "legend": { "displayMode": "list", "placement": "bottom" } },
			"title": "Planner rounds per mission (p50/p95)",
			"type": "timeseries",
			"targets": [
				{
					"expr": "histogram_quantile(0.5, sum by (le) (rate(mana_ai_planner_rounds_bucket[5m])))",
					"legendFormat": "p50 rounds"
				},
				{
					"expr": "histogram_quantile(0.95, sum by (le) (rate(mana_ai_planner_rounds_bucket[5m])))",
					"legendFormat": "p95 rounds"
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	"tags": ["mana", "ai", "agent-loop", "policy", "compactor"],
	"templating": {
		"list": [
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				"current": { "selected": false, "text": "VictoriaMetrics", "value": "victoria-metrics" },
				"hide": 0,
				"includeAll": false,
				"name": "datasource",
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	"time": { "from": "now-6h", "to": "now" },
	"title": "Agent Loop — Policy, Reminders, Compactor",
	"uid": "agent-loop",
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}