GitHub
githubcomn-r-wctxlog-guidelines
Guidelines and examples for using the ctxlog logging package.
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tools monitoring AI Skills
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tracing
WHAT: OpenTelemetry tracing with useTracer hook for spans and distributed traces. WHEN: tracking user actions, monitoring async operations, debugging production issues. KEYWORDS: tracing, OpenTelemetry, OTEL, s...
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GitHub
api-queue-analyzer
Analyzes BullMQ job queues for performance, failure rates, retry patterns, and job processing issues
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GitHub
api-tracing-otel
Generate OpenTelemetry instrumented handlers and services with span creation, attributes (tenantId, actorId, operation), and error recording. Use when adding observability or distributed tracing.
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GitHub
heartbeat-protocol
Heartbeat update protocol for Ralph agents - when/how to update coordinator-state.json
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GitHub
session-logger
Logs development sessions in real-time to track decisions and issues.
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GitHub
logging-metrics-tracing-standard
Observability standards for services: structured logging schema, metrics naming and label rules, trace context propagation, correlation IDs, sensitive-data handling, and cardinality controls
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GitHub
observability-packaging
Standardize and package logs, metrics, and traces into services by default using a lightweight stack and shared instrumentation with dashboards and alerting
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GitHub
logging-setup
Setup structured logging, performance monitoring, and error tracking. Use when user needs logging system, error tracking, performance monitoring, or says "setup logging", "add error tracking", "monitor performa...
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GitHub
acm-master
Complete ACM (Automated Condition Monitoring) expertise system for predictive maintenance and equipment health monitoring. PROACTIVELY activate for: (1) ANY ACM pipeline task (batch runs, coldstart, forecasting...
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GitHub
deployment-generator
Use when users request Kubernetes deployment configs, CI/CD pipelines, or Docker configurations - ensures systematic discovery, complete artifact generation, and production-ready best practices through structur...
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GitHub
skyline-exceptions
Use this skill when looking at exception reports from skyline.ms.
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GitHub
grafana-dashboard-optimize
Optimizes Grafana Jsonnet dashboard content for observability and SRE best practices (RED/USE/Golden Signals). Use when auditing dashboard quality, improving monitoring effectiveness, enhancing diagnostic capab...
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GitHub
grafana-json-to-jsonnet
Converts Grafana dashboard JSON exports to Jsonnet using grafana-code mixin conventions. Use when importing dashboards from Grafana UI exports, migrating to infrastructure-as-code, or integrating JSON dashboard...
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GitHub
grafana-jsonnet-refactor
Refactors Grafana Jsonnet dashboards to eliminate duplication and align with available unified libraries while preserving behavior. Use when dashboards contain duplicated code, inconsistent patterns, legacy pan...
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GitHub
grafana-report-to-dashboard
Converts Python report scripts (Elasticsearch queries + email output) into Grafana Jsonnet dashboards with dual-datasource support (ClickHouse + Elasticsearch ES7/ES8). Use when migrating scheduled email report...
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GitHub
probes
Pre-built audit probes for Cloudflare services. Reference these query patterns when validating D1 indexes with EXPLAIN QUERY PLAN, checking observability data, auditing AI Gateway costs, performing queue health...
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GitHub
logging-observability
ロギングやモニタリングを実装する際に使用。
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GitHub
log
Create log entries with timestamps. Use this when documenting discoveries, research findings, meetings, code reviews, articles, videos, or significant events during development.
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GitHub
investigate-logs
Automatically investigate logs when errors occur, debugging issues, or troubleshooting problems. Check frontend logs (LogViewer) and backend logs (daily log files) for error patterns. Use when user reports bugs...
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GitHub
machina-agent
Debug and trace MachinaMed medical agent errors in GKE environments. Use for investigating agent failures, tracing invocations, analyzing MALFORMED_FUNCTION_CALL errors, and generating comprehensive error repor...
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GitHub
observability-review
Evaluate logging coverage, error tracking, debugging capabilities, and monitoring patterns. Use when investigating production issues becomes difficult, after incidents, or when expanding monitoring coverage.
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GitHub
health-aggregate-skill
Aggregation phase for /assist:health-check command - produces final report
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GitHub
appinsights-instrumentation
Instrument a webapp to send useful telemetry data to Azure App Insights
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