hive-subagent-mcp already stamps a subagent=<name> resource attribute (alongside the parent's own agent=<name>) on every claude_code.* sample a spawned subagent turn emits -- the label already existed, it just wasn't plotted anywhere. Adds five panels: subagent cost, subagent turns, subagent cost share (of all cost), cost by subagent name, and cost by parent agent. No backend changes needed.
988 lines
27 KiB
JSON
988 lines
27 KiB
JSON
{
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"uid": "hyperhive-agents",
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"title": "hyperhive · agents",
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"description": "Per-agent view: resource usage from hive-c0re's container sampler, activity from Claude Code's own export. Renamed from 'overview' — every producer we have today is per-agent, so a genuine swarm overview has nothing cross-cutting to summarise yet and should be built last, not first. Metric names are the OTLP DOTTED form, so every query uses the {__name__=\"...\"} selector — the underscore spelling matches nothing in this store. Cost/token totals use increase(), which is correct here: the claude_code.* counters are cumulative (forced in nix/agent-modules/otel.nix) but reset once per turn, since each turn is a new claude process.",
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"tags": ["hyperhive", "agents"],
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"time": {
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"from": "now-6h",
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"to": "now"
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},
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"templating": {
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"list": [
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{
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"name": "hive",
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"label": "Hive",
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"type": "query",
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"datasource": {
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"type": "prometheus",
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"uid": "@datasourceUid@"
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},
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"query": "label_values({__name__=\"hyperhive.container.cpu.percent\"}, hive)",
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"name": "agent",
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"label": "Agent",
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"type": "query",
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"panels": [
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{
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"id": 1,
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"type": "stat",
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"title": "Agents reporting",
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"description": "Distinct agents whose container metrics reached the store in the selected range. This counts what hive-c0re observes, not what the topology declares — a gap between the two is the interesting case.",
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},
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"expr": "count(count by (agent) ({__name__=\"hyperhive.container.cpu.percent\", hive=~\"$hive\", agent=~\"$agent\"}))",
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"instant": true,
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"legendFormat": "agents"
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}
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],
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}
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},
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{
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"id": 2,
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"type": "stat",
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"title": "Cost",
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"description": "sum(increase(claude_code.cost.usage)). Agent-reported, so it covers claude's own token spend only — nothing else in the swarm reports cost.",
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"expr": "sum(increase({__name__=\"claude_code.cost.usage\", hive=~\"$hive\", agent=~\"$agent\"}[$__range]))",
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"instant": true,
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"legendFormat": "cost"
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},
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{
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"id": 3,
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"type": "stat",
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"title": "Tokens (excl. cache reads)",
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"description": "Excludes type=cacheRead, which would otherwise BE this number: measured over 6h on this store, cacheRead was 273.5M of 275.8M total — 99.2%. Counting it makes the tile a cache-hit-rate readout wearing a token label, and it drowns the input/output volume that actually tracks work done. Remaining types: input, output, cacheCreation.",
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"type": "prometheus",
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"uid": "@datasourceUid@"
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},
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"gridPos": {
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"w": 6,
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"x": 12,
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"y": 0
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"targets": [
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"refId": "A",
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"datasource": {
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"type": "prometheus",
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"uid": "@datasourceUid@"
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},
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"expr": "sum(increase({__name__=\"claude_code.token.usage\", hive=~\"$hive\", agent=~\"$agent\", type!=\"cacheRead\"}[$__range]))",
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"instant": true,
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"legendFormat": "tokens"
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}
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"fieldConfig": {
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"fields": "",
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"values": false
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}
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}
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},
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{
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"id": 4,
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"type": "stat",
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"title": "CLI sessions started",
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"description": "claude_code.session.count counts CLI STARTS, and the harness starts one claude process per turn — so this reads as turns, not as long-lived sessions. Named for what it measures rather than what the metric is called.",
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"datasource": {
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"type": "prometheus",
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"uid": "@datasourceUid@"
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},
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"h": 4,
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"w": 6,
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"x": 18,
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"y": 0
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"targets": [
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"datasource": {
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"type": "prometheus",
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"uid": "@datasourceUid@"
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},
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"expr": "sum(increase({__name__=\"claude_code.session.count\", hive=~\"$hive\", agent=~\"$agent\"}[$__range]))",
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"instant": true,
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"legendFormat": "sessions"
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}
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"fields": "",
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}
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}
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},
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{
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"id": 10,
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"type": "timeseries",
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"title": "Cost rate by agent",
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"description": "USD per hour, from rate() over the cumulative counter — reset-safe. A flat line at zero is an idle agent, not a broken exporter; check the CPU panel to tell them apart.\n\nThe 10m minimum step is load-bearing, not a style choice: agents export every 60s, and measured against this store a rate window of 1m or 2m resolves ONE agent instead of five. Any shorter and the panel quietly under-reports.",
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"datasource": {
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"type": "prometheus",
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"uid": "@datasourceUid@"
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},
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"interval": "10m",
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"w": 12,
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"x": 0,
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"y": 4
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"targets": [
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{
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"datasource": {
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"type": "prometheus",
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"uid": "@datasourceUid@"
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},
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"expr": "sum by (agent) (rate({__name__=\"claude_code.cost.usage\", hive=~\"$hive\", agent=~\"$agent\"}[$__rate_interval])) * 3600",
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"legendFormat": "{{agent}}"
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}
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],
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"fieldConfig": {
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"defaults": {
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"unit": "currencyUSD",
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"lineWidth": 1,
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"fillOpacity": 0,
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"axisSoftMin": 0
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}
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"displayMode": "list",
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"showLegend": true,
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{
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"id": 11,
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"type": "timeseries",
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"title": "Container CPU by agent",
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"description": "hyperhive.container.cpu.percent, sampled by hive-c0re. Percent of one core.",
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"datasource": {
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"type": "prometheus",
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"uid": "@datasourceUid@"
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},
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"gridPos": {
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"h": 8,
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"w": 12,
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"uid": "@datasourceUid@"
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},
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"expr": "sum by (agent) ({__name__=\"hyperhive.container.cpu.percent\", hive=~\"$hive\", agent=~\"$agent\"})",
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"legendFormat": "{{agent}}"
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}
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{
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"id": 20,
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"type": "timeseries",
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"title": "Container memory by agent",
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},
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"expr": "sum by (agent) ({__name__=\"container.memory.usage\", hive=~\"$hive\", agent=~\"$agent\"})",
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}
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{
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"id": 21,
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"type": "timeseries",
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"title": "Tokens by model (excl. cache reads)",
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"description": "Split by model rather than by agent on purpose — 'which model is the spend on' is the question this answers. Excludes type=cacheRead for the same reason as the tile above: at ~99% of volume it flattens every model into one line shaped like its cache. 10m minimum step for the same reason as the cost-rate panel.",
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"datasource": {
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"uid": "@datasourceUid@"
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},
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"expr": "sum by (model) (rate({__name__=\"claude_code.token.usage\", hive=~\"$hive\", agent=~\"$agent\", type!=\"cacheRead\"}[$__rate_interval])) * 60",
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"legendFormat": "{{model}}"
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{
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"id": 30,
|
|
"type": "bargauge",
|
|
"title": "Container storage by agent",
|
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"description": "Magnitude comparison, so a bar rather than seven lines. One fixed colour on purpose: the agents are nominal categories, and colouring them by size would encode the bar length twice.",
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{
|
|
"id": 31,
|
|
"type": "timeseries",
|
|
"title": "Lines of code changed",
|
|
"description": "claude_code.lines_of_code.count carries a `type` label (added / removed). 10m minimum step for the same reason as the cost-rate panel.",
|
|
"datasource": {
|
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|
|
},
|
|
"interval": "10m",
|
|
"gridPos": {
|
|
"h": 7,
|
|
"w": 8,
|
|
"x": 8,
|
|
"y": 20
|
|
},
|
|
"targets": [
|
|
{
|
|
"refId": "A",
|
|
"datasource": {
|
|
"type": "prometheus",
|
|
"uid": "@datasourceUid@"
|
|
},
|
|
"expr": "sum by (type) (rate({__name__=\"claude_code.lines_of_code.count\", hive=~\"$hive\", agent=~\"$agent\"}[$__rate_interval])) * 60",
|
|
"legendFormat": "{{type}}"
|
|
}
|
|
],
|
|
"fieldConfig": {
|
|
"defaults": {
|
|
"unit": "short",
|
|
"decimals": 0,
|
|
"color": {
|
|
"mode": "palette-classic"
|
|
},
|
|
"custom": {
|
|
"drawStyle": "line",
|
|
"lineWidth": 1,
|
|
"fillOpacity": 0,
|
|
"showPoints": "never",
|
|
"spanNulls": false,
|
|
"axisSoftMin": 0
|
|
}
|
|
},
|
|
"overrides": []
|
|
},
|
|
"options": {
|
|
"legend": {
|
|
"displayMode": "list",
|
|
"placement": "bottom",
|
|
"showLegend": true,
|
|
"calcs": []
|
|
},
|
|
"tooltip": {
|
|
"mode": "multi",
|
|
"sort": "desc"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"id": 32,
|
|
"type": "bargauge",
|
|
"title": "Active time by agent",
|
|
"description": "claude_code.active_time.total — seconds an agent was actually working, not wall-clock uptime.",
|
|
"datasource": {
|
|
"type": "prometheus",
|
|
"uid": "@datasourceUid@"
|
|
},
|
|
"gridPos": {
|
|
"h": 7,
|
|
"w": 8,
|
|
"x": 16,
|
|
"y": 20
|
|
},
|
|
"targets": [
|
|
{
|
|
"refId": "A",
|
|
"datasource": {
|
|
"type": "prometheus",
|
|
"uid": "@datasourceUid@"
|
|
},
|
|
"expr": "sum by (agent) (increase({__name__=\"claude_code.active_time.total\", hive=~\"$hive\", agent=~\"$agent\"}[$__range]))",
|
|
"instant": true,
|
|
"legendFormat": "{{agent}}"
|
|
}
|
|
],
|
|
"fieldConfig": {
|
|
"defaults": {
|
|
"unit": "s",
|
|
"decimals": 0,
|
|
"color": {
|
|
"mode": "fixed",
|
|
"fixedColor": "purple"
|
|
},
|
|
"thresholds": {
|
|
"mode": "absolute",
|
|
"steps": [
|
|
{
|
|
"color": "purple",
|
|
"value": null
|
|
}
|
|
]
|
|
}
|
|
},
|
|
"overrides": []
|
|
},
|
|
"options": {
|
|
"displayMode": "basic",
|
|
"orientation": "horizontal",
|
|
"showUnfilled": true,
|
|
"valueMode": "text",
|
|
"reduceOptions": {
|
|
"calcs": ["lastNotNull"],
|
|
"fields": "",
|
|
"values": false
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"id": 33,
|
|
"type": "timeseries",
|
|
"title": "CLAUDE.md size by agent",
|
|
"description": "hyperhive.agent.claude_md.lines over time — mara: \"i want to see it over time\" (a bargauge snapshot in an earlier round of this panel only showed the current count). A continuously-live gauge, not a per-turn counter, so this is the raw value plotted across the range, same treatment as the CPU/memory-by-agent panels above rather than a rate()/increase(). The harness itself raises a loose-ends todo past 500 lines suggesting a trim, not a hard limit — this panel is visibility, not an alarm.",
|
|
"datasource": {
|
|
"type": "prometheus",
|
|
"uid": "@datasourceUid@"
|
|
},
|
|
"gridPos": {
|
|
"h": 8,
|
|
"w": 12,
|
|
"x": 0,
|
|
"y": 27
|
|
},
|
|
"targets": [
|
|
{
|
|
"refId": "A",
|
|
"datasource": {
|
|
"type": "prometheus",
|
|
"uid": "@datasourceUid@"
|
|
},
|
|
"expr": "sum by (agent) ({__name__=\"hyperhive.agent.claude_md.lines\", hive=~\"$hive\", agent=~\"$agent\"})",
|
|
"legendFormat": "{{agent}}"
|
|
}
|
|
],
|
|
"fieldConfig": {
|
|
"defaults": {
|
|
"unit": "short",
|
|
"decimals": 0,
|
|
"color": {
|
|
"mode": "palette-classic"
|
|
},
|
|
"custom": {
|
|
"drawStyle": "line",
|
|
"lineWidth": 1,
|
|
"fillOpacity": 0,
|
|
"showPoints": "never",
|
|
"spanNulls": false,
|
|
"axisSoftMin": 0
|
|
}
|
|
},
|
|
"overrides": []
|
|
},
|
|
"options": {
|
|
"legend": {
|
|
"displayMode": "list",
|
|
"placement": "bottom",
|
|
"showLegend": true,
|
|
"calcs": []
|
|
},
|
|
"tooltip": {
|
|
"mode": "multi",
|
|
"sort": "desc"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"id": 40,
|
|
"type": "stat",
|
|
"title": "Subagent cost",
|
|
"description": "sum(increase(claude_code.cost.usage{subagent!=\"\"})). `hive-subagent-mcp` stamps a `subagent=<name>` resource attribute (alongside the parent's own `agent=<name>`) on every claude_code.* sample a spawned subagent turn emits — this label already existed, it just wasn't plotted anywhere.",
|
|
"datasource": {
|
|
"type": "prometheus",
|
|
"uid": "@datasourceUid@"
|
|
},
|
|
"gridPos": {
|
|
"h": 4,
|
|
"w": 8,
|
|
"x": 0,
|
|
"y": 35
|
|
},
|
|
"targets": [
|
|
{
|
|
"refId": "A",
|
|
"datasource": {
|
|
"type": "prometheus",
|
|
"uid": "@datasourceUid@"
|
|
},
|
|
"expr": "sum(increase({__name__=\"claude_code.cost.usage\", hive=~\"$hive\", agent=~\"$agent\", subagent!=\"\"}[$__range]))",
|
|
"instant": true,
|
|
"legendFormat": "subagent cost"
|
|
}
|
|
],
|
|
"fieldConfig": {
|
|
"defaults": {
|
|
"unit": "currencyUSD",
|
|
"decimals": 2,
|
|
"color": {
|
|
"mode": "fixed",
|
|
"fixedColor": "text"
|
|
},
|
|
"mappings": []
|
|
},
|
|
"overrides": []
|
|
},
|
|
"options": {
|
|
"graphMode": "none",
|
|
"colorMode": "value",
|
|
"textMode": "value",
|
|
"reduceOptions": {
|
|
"calcs": ["lastNotNull"],
|
|
"fields": "",
|
|
"values": false
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"id": 41,
|
|
"type": "stat",
|
|
"title": "Subagent turns",
|
|
"description": "claude_code.session.count where subagent!=\"\" — a proxy for subagent turns, same PROXY caveat as the plain 'CLI sessions started' tile above.",
|
|
"datasource": {
|
|
"type": "prometheus",
|
|
"uid": "@datasourceUid@"
|
|
},
|
|
"gridPos": {
|
|
"h": 4,
|
|
"w": 8,
|
|
"x": 8,
|
|
"y": 35
|
|
},
|
|
"targets": [
|
|
{
|
|
"refId": "A",
|
|
"datasource": {
|
|
"type": "prometheus",
|
|
"uid": "@datasourceUid@"
|
|
},
|
|
"expr": "sum(increase({__name__=\"claude_code.session.count\", hive=~\"$hive\", agent=~\"$agent\", subagent!=\"\"}[$__range]))",
|
|
"instant": true,
|
|
"legendFormat": "subagent turns"
|
|
}
|
|
],
|
|
"fieldConfig": {
|
|
"defaults": {
|
|
"unit": "short",
|
|
"decimals": 0,
|
|
"color": {
|
|
"mode": "fixed",
|
|
"fixedColor": "text"
|
|
},
|
|
"mappings": []
|
|
},
|
|
"overrides": []
|
|
},
|
|
"options": {
|
|
"graphMode": "none",
|
|
"colorMode": "value",
|
|
"textMode": "value",
|
|
"reduceOptions": {
|
|
"calcs": ["lastNotNull"],
|
|
"fields": "",
|
|
"values": false
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"id": 42,
|
|
"type": "stat",
|
|
"title": "Subagent cost share",
|
|
"description": "Subagent cost as a fraction of all cost in the selected range — 'basically free' is a claim this tile can actually check.",
|
|
"datasource": {
|
|
"type": "prometheus",
|
|
"uid": "@datasourceUid@"
|
|
},
|
|
"gridPos": {
|
|
"h": 4,
|
|
"w": 8,
|
|
"x": 16,
|
|
"y": 35
|
|
},
|
|
"targets": [
|
|
{
|
|
"refId": "A",
|
|
"datasource": {
|
|
"type": "prometheus",
|
|
"uid": "@datasourceUid@"
|
|
},
|
|
"expr": "sum(increase({__name__=\"claude_code.cost.usage\", hive=~\"$hive\", agent=~\"$agent\", subagent!=\"\"}[$__range])) / sum(increase({__name__=\"claude_code.cost.usage\", hive=~\"$hive\", agent=~\"$agent\"}[$__range]))",
|
|
"instant": true,
|
|
"legendFormat": "subagent share"
|
|
}
|
|
],
|
|
"fieldConfig": {
|
|
"defaults": {
|
|
"unit": "percentunit",
|
|
"decimals": 1,
|
|
"color": {
|
|
"mode": "fixed",
|
|
"fixedColor": "text"
|
|
},
|
|
"mappings": []
|
|
},
|
|
"overrides": []
|
|
},
|
|
"options": {
|
|
"graphMode": "none",
|
|
"colorMode": "value",
|
|
"textMode": "value",
|
|
"reduceOptions": {
|
|
"calcs": ["lastNotNull"],
|
|
"fields": "",
|
|
"values": false
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"id": 43,
|
|
"type": "bargauge",
|
|
"title": "Cost by subagent name",
|
|
"description": "claude_code.cost.usage summed over the selected range, split by the caller-chosen `subagent` name (e.g. an exploration/relabeling task's session name) rather than which agent spawned it.",
|
|
"datasource": {
|
|
"type": "prometheus",
|
|
"uid": "@datasourceUid@"
|
|
},
|
|
"gridPos": {
|
|
"h": 7,
|
|
"w": 12,
|
|
"x": 0,
|
|
"y": 39
|
|
},
|
|
"targets": [
|
|
{
|
|
"refId": "A",
|
|
"datasource": {
|
|
"type": "prometheus",
|
|
"uid": "@datasourceUid@"
|
|
},
|
|
"expr": "sum by (subagent) (increase({__name__=\"claude_code.cost.usage\", hive=~\"$hive\", agent=~\"$agent\", subagent!=\"\"}[$__range]))",
|
|
"instant": true,
|
|
"legendFormat": "{{subagent}}"
|
|
}
|
|
],
|
|
"fieldConfig": {
|
|
"defaults": {
|
|
"unit": "currencyUSD",
|
|
"decimals": 2,
|
|
"color": {
|
|
"mode": "fixed",
|
|
"fixedColor": "purple"
|
|
},
|
|
"thresholds": {
|
|
"mode": "absolute",
|
|
"steps": [
|
|
{
|
|
"color": "purple",
|
|
"value": null
|
|
}
|
|
]
|
|
}
|
|
},
|
|
"overrides": []
|
|
},
|
|
"options": {
|
|
"displayMode": "basic",
|
|
"orientation": "horizontal",
|
|
"showUnfilled": true,
|
|
"valueMode": "text",
|
|
"reduceOptions": {
|
|
"calcs": ["lastNotNull"],
|
|
"fields": "",
|
|
"values": false
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"id": 44,
|
|
"type": "bargauge",
|
|
"title": "Subagent cost by parent agent",
|
|
"description": "Same claude_code.cost.usage{subagent!=\"\"}, grouped by the spawning agent's own `agent` label instead — which agent's subagent habit is actually costing something.",
|
|
"datasource": {
|
|
"type": "prometheus",
|
|
"uid": "@datasourceUid@"
|
|
},
|
|
"gridPos": {
|
|
"h": 7,
|
|
"w": 12,
|
|
"x": 12,
|
|
"y": 39
|
|
},
|
|
"targets": [
|
|
{
|
|
"refId": "A",
|
|
"datasource": {
|
|
"type": "prometheus",
|
|
"uid": "@datasourceUid@"
|
|
},
|
|
"expr": "sum by (agent) (increase({__name__=\"claude_code.cost.usage\", hive=~\"$hive\", agent=~\"$agent\", subagent!=\"\"}[$__range]))",
|
|
"instant": true,
|
|
"legendFormat": "{{agent}}"
|
|
}
|
|
],
|
|
"fieldConfig": {
|
|
"defaults": {
|
|
"unit": "currencyUSD",
|
|
"decimals": 2,
|
|
"color": {
|
|
"mode": "fixed",
|
|
"fixedColor": "blue"
|
|
},
|
|
"thresholds": {
|
|
"mode": "absolute",
|
|
"steps": [
|
|
{
|
|
"color": "blue",
|
|
"value": null
|
|
}
|
|
]
|
|
}
|
|
},
|
|
"overrides": []
|
|
},
|
|
"options": {
|
|
"displayMode": "basic",
|
|
"orientation": "horizontal",
|
|
"showUnfilled": true,
|
|
"valueMode": "text",
|
|
"reduceOptions": {
|
|
"calcs": ["lastNotNull"],
|
|
"fields": "",
|
|
"values": false
|
|
}
|
|
}
|
|
}
|
|
]
|
|
}
|