Netdata Monitoring Skill
Query, analyze, and manage Netdata monitoring data using the Netdata API.
API Overview
Netdata uses a REST API at http://<NETDATA_HOST>:19999/api/v1 (local agent) or Netdata Cloud API.
Core Helper Function
#!/bin/bash
nd_api() {
local endpoint="$1"
curl -s "${NETDATA_URL:-http://localhost:19999}/api/v1/${endpoint}" \
${NETDATA_API_KEY:+-H "Authorization: Bearer $NETDATA_API_KEY"}
}
nd_data() {
local chart="$1"
local after="${2:--3600}"
local points="${3:-1}"
nd_api "data?chart=${chart}&after=${after}&points=${points}&format=json"
}
MANDATORY: Discovery-First Pattern
Always discover available charts, nodes, and alarms before querying.
Phase 1: Discovery
#!/bin/bash
echo "=== Node Info ==="
nd_api "info" | jq -r '"Hostname: \(.hostname)\nOS: \(.os_name) \(.os_version)\nCPU cores: \(.cores_total)\nRAM: \(.ram_total | . / 1073741824 | . * 10 | round / 10)GB"'
echo ""
echo "=== Chart Categories ==="
nd_api "charts" | jq -r '.charts | keys[]' | cut -d'.' -f1 | sort -u | head -20
echo ""
echo "=== Active Alarms ==="
nd_api "alarms" | jq -r '.alarms | to_entries[] | "\(.value.status)\t\(.value.chart)\t\(.value.info[0:60])"' | head -20
echo ""
echo "=== Monitored Contexts ==="
nd_api "contexts" | jq -r '.contexts | keys[]' | head -20
Phase 2: Analysis
#!/bin/bash
echo "=== CPU Usage (last 1h avg) ==="
nd_data "system.cpu" -3600 1 | jq -r '.data[0] | "User: \(.[1] // 0)% System: \(.[2] // 0)% IOWait: \(.[5] // 0)%"'
echo ""
echo "=== Memory Usage ==="
nd_data "system.ram" -3600 1 | jq -r '.data[0] | "Used: \(.[1] // 0)MB Cached: \(.[3] // 0)MB Free: \(.[2] // 0)MB"'
echo ""
echo "=== Disk I/O ==="
nd_api "charts" | jq -r '.charts | keys[]' | grep "^disk\." | while read chart; do
val=$(nd_data "$chart" -3600 1 | jq -r '.data[0] | "\(.[1] // 0) read, \(.[2] // 0) write"')
echo "$chart: $val"
done | head -10
echo ""
echo "=== Network Traffic ==="
nd_data "system.net" -3600 1 | jq -r '.data[0] | "Received: \(.[1] // 0) kbps Sent: \(.[2] // 0) kbps"'
echo ""
echo "=== Critical/Warning Alarms ==="
nd_api "alarms" | jq -r '.alarms | to_entries[] | select(.value.status == "CRITICAL" or .value.status == "WARNING") | "\(.value.status)\t\(.value.chart)\t\(.value.info[0:60])"' | head -15
Output Rules
- TOKEN EFFICIENCY: Target ≤50 lines — use
points=1for latest value andheadin output - Use chart-level queries for aggregated metrics
- Check alarms endpoint for active issues before deep-diving into metrics
Output Format
Present results as a structured report:
Managing Netdata Report
═══════════════════════
Resources discovered: [count]
Resource Status Key Metric Issues
──────────────────────────────────────────────
[name] [ok/warn] [value] [findings]
Summary: [total] resources | [ok] healthy | [warn] warnings | [crit] critical
Action Items: [list of prioritized findings]
Target ≤50 lines of output. Use tables for multi-resource comparisons.
Anti-Hallucination Rules
- NEVER assume resource names — always discover via CLI/API in Phase 1 before referencing in Phase 2.
- NEVER fabricate metric names or dimensions — verify against the service documentation or
--helpoutput. - NEVER mix CLI commands between service versions — confirm which version/API you are targeting.
- ALWAYS use the discovery → verify → analyze chain — every resource referenced must have been discovered first.
- ALWAYS handle empty results gracefully — an empty response is valid data, not an error to retry.
Counter-Rationalizations
| Shortcut | Counter | Why |
|---|---|---|
| "I'll skip discovery and check known resources" | Always run Phase 1 discovery first | Resource names change, new resources appear — assumed names cause errors |
| "The user only asked for a quick check" | Follow the full discovery → analysis flow | Quick checks miss critical issues; structured analysis catches silent failures |
| "Default configuration is probably fine" | Audit configuration explicitly | Defaults often leave logging, security, and optimization features disabled |
| "Metrics aren't needed for this" | Always check relevant metrics when available | API/CLI responses show current state; metrics reveal trends and intermittent issues |
| "I don't have access to that" | Try the command and report the actual error | Assumed permission failures prevent useful investigation; actual errors are informative |