DAGitHub
dawiddutoit
Prevent OutOfMemoryError from unbounded metric tags by implementing cardinality limits.
Use when adding tags to Micrometer metrics, normalizing URIs or IDs to bounded categories,
monitoring metric explosion, or...
ROGitHub
RooseveltAdvisors
JSON-based structured logging for audit trails and debugging. Use for logging all agent operations, quality metrics, errors, and execution times with daily rotation and automatic cleanup.
PRGitHub
profmikegreene
Detect and alert on emerging anomalies and risk flags from pilot metrics and data streams. Use when monitoring live data, threshold breaches, or statistical outliers to trigger governance reviews and corrective...
DAGitHub
dawiddutoit
Implement OpenTelemetry (OTEL) logging with trace context correlation and structured logging.
Use when setting up production logging with OTEL exporters, structlog/loguru integration,
trace context propagation,...
MGGitHub
mguttmann
Progress reporting and dashboard creation
ANGitHub
anorbert-cmyk
Designs audit trails and security telemetry for fast detection and response, aligned with OWASP Logging Cheat Sheet.
RIGitHub
ripgraphics
Monitoring and observability expert. Logging, metrics, error tracking, health checks. Use for production monitoring setup.
COGitHub
cornmanwtf
Create dashboards with KPIs and real-time metrics.
NGGitHub
ngxtm
Blazing fast structured logging from Uber.
CLGitHub
claushaas
Add or improve observability (logs, metrics, traces, alerts) and troubleshoot production or performance issues. Use when diagnosing incidents, defining SLOs, or instrumenting critical paths.
SYGitHub
syeda-hoorain-ali
Comprehensive DAPR (Distributed Application Runtime) skill for building distributed microservices from hello world to professional production systems. Provides guidance on DAPR setup, building blocks (service i...
COGitHub
cornmanwtf
Manage manifests, Helm charts, autoscaling, and disruption budgets.
COGitHub
cornmanwtf
Define alerts, escalation, and incident response.
NGGitHub
ngxtm
Structured logging and distributed tracing for Rust.
JOGitHub
jonathanhollander
Use this agent to implement error tracking with Sentry or similar
service for production error monitoring.
User: "Set up Sentry for error tracking"
Agent: Use error-tracking to integrate Sentry
User: "Moni...
COGitHub
cornmanwtf
Centralize logs with ELK/EFK and retention policies.
COGitHub
cornmanwtf
Tune log levels, structure, and sampling.
JOGitHub
jonathanhollander
Use this agent when implementing structured logging with proper log levels,
formatting, and rotation.
User: "We're using print statements instead of proper logging"
Agent: Use logging-system to implement stru...
JOGitHub
jonathanhollander
Use this agent to monitor application performance, API response times,
and database query performance.
User: "Add API response time monitoring"
Agent: Use performance-monitoring to add metrics
User: "Track...
HZGitHub
HZeroxium
Production incident debugging playbook for Java services: triage with logs/metrics/traces, safe JVM diagnostics (jcmd/JFR/thread dumps), rollback decision tree, communication, and blameless postmortems. Use dur...
HZGitHub
HZeroxium
Design and implement service metrics (counters, gauges, timers, histograms) with strict label/cardinality rules and SLO-ready signals. Use when adding KPIs/SLOs, building dashboards, or preventing metrics cardi...
HZGitHub
HZeroxium
Implement structured logging (JSON/logfmt), correlation IDs, and safe log policies (levels, redaction, sampling). Use when incident response is slow, tracing request flows is hard, or logs are inconsistent acro...
COGitHub
cornmanwtf
Manage metadata, lineage, and discovery.
COGitHub
cornmanwtf
Implement immutable audit logging and SIEM integration.
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