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monitoring
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site-reliability-engineer

Production monitoring, observability, SLO/SLI management, and incident response. Trigger terms: monitoring, observability, SRE, site reliability, alerting, incident response, SLO, SLI, error budget, Prometheus, Grafana, Datadog, New Relic, ELK stack, logs, metrics, traces, on-call, production monitoring, health checks, uptime, availability, dashboards, post-mortem, incident management, runbook. Completes SDD Stage 8 (Monitoring) with comprehensive production observability: - SLI/SLO definitions and tracking - Monitoring stack setup (Prometheus, Grafana, ELK, Datadog, etc.) - Alert rules and notification channels - Incident response runbooks - Observability dashboards (logs, metrics, traces) - Post-mortem templates and analysis - Health check endpoints - Error budget tracking Use when: user needs production monitoring, observability platform, alerting, SLOs, incident response, or post-deployment health tracking.

ref-docs
ref-docs
devops
open
monitoring
0

diagnose-with-must-gather

Collect and analyze OADP diagnostic data using oadp-must-gather to troubleshoot backup, restore, and deployment issues.

mpryc
mpryc
devops
open
monitoring
0

site-reliability-engineer

Production monitoring, observability, SLO/SLI management, and incident response. Trigger terms: monitoring, observability, SRE, site reliability, alerting, incident response, SLO, SLI, error budget, Prometheus, Grafana, Datadog, New Relic, ELK stack, logs, metrics, traces, on-call, production monitoring, health checks, uptime, availability, dashboards, post-mortem, incident management, runbook. Completes SDD Stage 8 (Monitoring) with comprehensive production observability: - SLI/SLO definitions and tracking - Monitoring stack setup (Prometheus, Grafana, ELK, Datadog, etc.) - Alert rules and notification channels - Incident response runbooks - Observability dashboards (logs, metrics, traces) - Post-mortem templates and analysis - Health check endpoints - Error budget tracking Use when: user needs production monitoring, observability platform, alerting, SLOs, incident response, or post-deployment health tracking.

ref-docs
ref-docs
devops
open
monitoring
0

observability-packaging

Standardize and package logs, metrics, and traces into services by default using a lightweight stack and shared instrumentation with dashboards and alerting

AmnadTaowsoam
AmnadTaowsoam
devops
open
monitoring
0

pii-redaction

Automatically applies when logging sensitive data. Ensures PII (phone numbers, emails, IDs, payment data) is redacted in all logs and outputs for compliance.

ricardoroche
ricardoroche
devops
open
monitoring
0

site-reliability-engineer

Production monitoring, observability, SLO/SLI management, and incident response. Trigger terms: monitoring, observability, SRE, site reliability, alerting, incident response, SLO, SLI, error budget, Prometheus, Grafana, Datadog, New Relic, ELK stack, logs, metrics, traces, on-call, production monitoring, health checks, uptime, availability, dashboards, post-mortem, incident management, runbook. Completes SDD Stage 8 (Monitoring) with comprehensive production observability: - SLI/SLO definitions and tracking - Monitoring stack setup (Prometheus, Grafana, ELK, Datadog, etc.) - Alert rules and notification channels - Incident response runbooks - Observability dashboards (logs, metrics, traces) - Post-mortem templates and analysis - Health check endpoints - Error budget tracking Use when: user needs production monitoring, observability platform, alerting, SLOs, incident response, or post-deployment health tracking.

gaebalai
gaebalai
devops
open
debugging
0

telemetry-tagging

Tag logs, metrics, and distributed traces with REQ-* keys for production traceability. Enables backward traceability from runtime issues to requirements to intent. Use when deploying code or setting up observability.

foolishimp
foolishimp
tools
open
monitoring
0

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

AmnadTaowsoam
AmnadTaowsoam
devops
open
monitoring
0

site-reliability-engineer

Production monitoring, observability, SLO/SLI management, and incident response. Trigger terms: monitoring, observability, SRE, site reliability, alerting, incident response, SLO, SLI, error budget, Prometheus, Grafana, Datadog, New Relic, ELK stack, logs, metrics, traces, on-call, production monitoring, health checks, uptime, availability, dashboards, post-mortem, incident management, runbook. Completes SDD Stage 8 (Monitoring) with comprehensive production observability: - SLI/SLO definitions and tracking - Monitoring stack setup (Prometheus, Grafana, ELK, Datadog, etc.) - Alert rules and notification channels - Incident response runbooks - Observability dashboards (logs, metrics, traces) - Post-mortem templates and analysis - Health check endpoints - Error budget tracking Use when: user needs production monitoring, observability platform, alerting, SLOs, incident response, or post-deployment health tracking.

gaebalai
gaebalai
devops
open
debugging
0

observability-skill

Manage full-stack observability using Logfire (logging/tracing) and OpenObserve (storage/visualization).

GodSpeedAI
GodSpeedAI
tools
open
monitoring
0

working-with-aspire

Use when building distributed apps with Aspire; orchestrating .NET, JavaScript, Python, or polyglot services; when environment variables or service discovery aren't working; when migrating from .NET Aspire 9 to 13+ or Community Toolkit; when seeing AddNpmApp deprecated errors; when OTEL not appearing in dashboard; when ports change on restart breaking OAuth; when configuring MCP server for AI assistants; when debugging Aspire apps and need to check resource status or logs

mhagrelius
mhagrelius
devops
open
system-admin
0

cloudflare-observability

This skill should be used when the user asks to "debug a Worker", "view logs", "check analytics", "monitor performance", "trace errors", "setup logging", "wrangler tail", "check metrics", or needs to troubleshoot Cloudflare issues. Provides comprehensive observability and debugging guidance.

2Rds
2Rds
tools
open
monitoring
0

audit-logging

Implement comprehensive audit logging for all admin actions, capturing user ID, action type, entity changes, IP address, and user agent. Use when tracking system activities or adding audit trails.

PrasadTelasula
PrasadTelasula
devops
open
monitoring
0

error-logger

Structured JSON logging with correlation IDs for multi-service systems. Use when implementing logging, debugging failures, or tracing errors across services. Triggers on: add logging, error handling, debug failures, trace errors.

BarisSozen
BarisSozen
devops
open
monitoring
0

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 dashboards into grafana-code. Produces self-contained Jsonnet files with unified libraries, modernizes legacy panel types, and supports manual import with datasource selection.

haomingz
haomingz
devops
open
monitoring
0

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) - When 3+ recurring errors in 24h (same error type) - When performance degrades > 2x baseline

psh355q-ui
psh355q-ui
devops
open
monitoring
0

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 attributes, and removes Phoenix dependencies. Use PROACTIVELY when implementing Task 2.3 (LangFuse setup), migrating observability systems, or ensuring ALCOA+ trace attribution. MUST BE USED for pharmaceutical compliance monitoring requiring persistent cloud storage.

Danik911
Danik911
devops
open
monitoring
0

trace-production-issue

Trace production alerts and issues back through REQ-* to original intent, creating new intent for remediation. Closes feedback loop from Runtime → Intent. Use when production alerts fire or issues discovered.

foolishimp
foolishimp
devops
open
debugging
0

test-observability

Integrate Playwright tests with OpenTelemetry, Grafana, Prometheus, Loki, and Tempo. Use when debugging test failures across distributed systems, measuring test performance, creating test dashboards, or correlating tests with backend traces.

adaptationio
adaptationio
tools
open
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