GitHub
grafana
Grafana, Loki, and Prometheus operations for the fzymgc-house Kubernetes cluster. Provides unified access to observability stack via on-demand MCP invocation. IMPORTANT: For logs and metrics, ALWAYS use this sk...
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content media monitoring AI Skills
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GitHub
kubernetes-helm-deployment
Kubernetes deployment patterns with Helm charts. Covers deployments, services, ConfigMaps, Secrets, Dapr sidecar injection, health probes, and resource management.
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GitHub
metrics-analyst
Collects, analyzes, and reports software metrics for data-driven decision making and continuous improvement
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GitHub
grafana-dashboards
Create and manage production Grafana dashboards for real-time visualization of system and application metrics. Use when building monitoring dashboards, visualizing metrics, or creating operational observability...
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GitHub
prometheus-configuration
Set up Prometheus for comprehensive metric collection, storage, and monitoring of infrastructure and applications. Use when implementing metrics collection, setting up monitoring infrastructure, or configuring...
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GitHub
distributed-tracing
Implement distributed tracing with Jaeger and Tempo to track requests across microservices and identify performance bottlenecks. Use when debugging microservices, analyzing request flows, or implementing observ...
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GitHub
splunk-analyzer
Automate Splunk queries and analyze results using Chrome DevTools MCP. Use when the user wants to run Splunk searches, export log data, or analyze Splunk results. Triggers on requests like "check error rates",...
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GitHub
dapr-integration
Integrate Dapr building blocks for event-driven microservices - Pub/Sub, State Management, Secrets, Service Invocation, and Jobs API. Use when implementing event-driven architecture for Phase 5. (project)
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GitHub
kafka-setup
Set up Apache Kafka for event streaming - Strimzi for local Kubernetes, Redpanda Cloud for production. Use when configuring event-driven messaging for Phase 5. (project)
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GitHub
observability-review
AI agent that analyzes operational signals (metrics, logs, traces, alerts, SLO/SLI reports) from observability platforms (Prometheus, Datadog, New Relic, CloudWatch, Grafana, Elastic) and produces practical, ri...
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GitHub
debugging-agent
Self-Improving Agent that monitors all other agent skills, analyzes their logs, detects issues, and proposes improvements. AUTO-TRIGGERS: - Every 30 minutes (scheduled) - When error rate > 5% (any agent) - Whe...
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GitHub
error-tracking
Set up error tracking with actionable context. Use when configuring error capture or error boundaries.
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GitHub
api-tracing
Instrument API requests with spans and distributed tracing. Use when tracking request latency or debugging API issues.
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GitHub
error-tracking
Add error tracking and performance monitoring to your project services. Use this skill when adding error handling, creating new controllers/routes, instrumenting background jobs, or tracking performance. Suppor...
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GitHub
observability
Real-time monitoring dashboard for PAI multi-agent activity. USE WHEN user says 'start observability', 'stop dashboard', 'restart observability', 'monitor agents', 'show agent activity', or needs to debug multi...
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GitHub
optimizationmetric-review
Conduct a metric review that contextualizes performance trends, flags anomalies, and recommends actions.
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GitHub
optimizationquality-report
Compile a recurring quality report that synthesizes defect trends, automation health, and recommendations.
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GitHub
streaming-output
Output format markers for the real-time stream formatter. Use when building prompts for streaming analysis to ensure proper progress display. Documents the patterns that StreamFormatter detects and displays.
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GitHub
working-with-grafana-mcp
Use when querying Grafana dashboards, Prometheus metrics, Loki logs, alerting, or incidents - provides workflows and patterns for Grafana MCP tools including datasource discovery, efficient dashboard access, an...
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GitHub
error-tracking
Add Sentry v8 error tracking and performance monitoring to your project services. Use this skill when adding error handling, creating new controllers, instrumenting cron jobs, or tracking database performance....
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GitHub
langfuse-extraction
Extracts traces, observations, and metrics from Langfuse Cloud (EU) API for debugging, telemetry analysis, and regulatory audit trails. Generates ALCOA+ compliant reports, exports to pandas DataFrame, and suppo...
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GitHub
langfuse-integration
Replaces Phoenix observability with Langfuse Cloud (EU) traceability for pharmaceutical test generation. Adds @observe decorators to existing code, configures LlamaIndex callbacks, propagates GAMP-5 compliance...
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GitHub
observability-guidelines
Tracing (OTEL), Metrics (Prometheus), and Structured Logging
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GitHub
error-tracking
Sentry error tracking and monitoring patterns
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