automateyournetwork/datadog-apm
workspace/skills/datadog-apm/SKILL.md
Analyze distributed traces and service performance in Datadog APM.
$ install --global
skillsauthnpx skillsauth add automateyournetwork/netclaw datadog-apmInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Last scanned: Apr 20, 2026, 3:29 AM4.3s1 file scanned
SKILL.md
- name:
- datadog-apm
- description:
- Analyze distributed traces and service performance in Datadog APM.
- version:
- 1.0.0
- license:
- Apache-2.0
- author:
- netclaw
- tags:
- []
Datadog APM Skill
Analyze distributed traces and service performance in Datadog APM.
Tools
| Tool | Description |
|------|-------------|
| search_traces | Search traces with query syntax and filters |
| get_trace_details | Get detailed span information for a trace |
| list_services | List all instrumented services |
| get_service_summary | Get service health and performance summary |
Example Queries
Search for slow traces in the network service
→ search_traces(query="service:network-api @duration:>1s", time_range="1h")
Find error traces
→ search_traces(query="status:error", time_range="30m")
Get details of a specific trace
→ get_trace_details(trace_id="abc123def456")
List all services
→ list_services()
Get service performance summary
→ get_service_summary(service_name="network-api")
Workflows
Latency Analysis
- Search slow traces:
search_traces(query="@duration:>500ms") - Identify common patterns (resource, operation)
- Drill into trace waterfall:
get_trace_details(trace_id="...") - Find bottleneck spans
- Compare with baseline performance
Error Investigation
- Search error traces:
search_traces(query="status:error service:network") - Group by error type and root cause
- Review span-level errors in trace details
- Correlate with recent deployments or changes
Service Health Review
- List all services:
list_services() - Get summary for critical services:
get_service_summary(service_name="...") - Check error rate, latency percentiles, throughput
- Identify degraded or unhealthy services
- Review service dependencies map
Root Cause Analysis
- Start from incident or alert
- Find related traces:
search_traces(query="trace_id:abc123") - Walk span tree to identify failure point
- Check upstream/downstream service health
- Correlate with infrastructure metrics
Prerequisites
DD_API_KEYDatadog API keyDD_APP_KEYDatadog application keyDD_SITEDatadog site (optional, defaults to datadoghq.com)
Server
This skill uses the datadog-mcp server via remote MCP transport.
Notes
- APM requires instrumented services sending traces to Datadog
- Trace retention depends on your Datadog plan
- Large trace searches may be paginated
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