GitHub
opentelemetry
OpenTelemetry observability - use for distributed tracing, metrics, instrumentation, Sentry integration, and monitoring
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tools monitoring AI Skills
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GitHub
kratos-wire-provider
Manages Wire dependency injection providers in go-kratos microservices. Adds constructors to ProviderSets and regenerates Wire code. Use when integrating new components into dependency injection.
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GitHub
observability-standards
This skill should be used when the user asks about "observability", "logging", "metrics", "tracing", "monitoring", "structured logging", "log format", "log levels", "distributed tracing", "OpenTelemetry", "heal...
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GitHub
sentry-analysis
Analyzes Sentry errors and creates Jira tickets for recurring issues. Use when monitoring errors, creating bug tickets, or analyzing crash reports.
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GitHub
datadog
Query logs, metrics, monitors, and dashboards from Datadog. Search logs, check alert status, and investigate incidents.
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GitHub
cloudflare-debug
Debugging patterns for Cloudflare Workers. Activates when troubleshooting errors, checking logs, or investigating production issues.
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GitHub
governancestart-agent-session
Starts a new agent session record with deterministic naming.
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GitHub
governancestart-agent-session
Starts a new agent session record with deterministic naming.
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GitHub
observability
Observability patterns including logging, metrics, tracing, and alerting. Auto-triggers when implementing monitoring, debugging production issues, or setting up alerts.
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GitHub
historian
Data Analyst. Monitors logs in real-time and generates the PQC Benchmark Book PDF.
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GitHub
benchmark-analysis
Performance analyst. Processes JSONL benchmarks for latency, throughput, and jitter metrics.
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GitHub
policy-synthesis
Policy writer. Aggregates analysis artifacts into deterministic policy JSON.
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GitHub
performance-oracle
Use this agent when analyzing code for performance issues, optimization opportunities, or scalability concerns. Triggers on requests like "performance review", "check for bottlenecks", "scalability analysis".
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GitHub
run-insights-recovery
Converts run telemetry into insights, recovery recommendations, and next-session nudges.
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GitHub
observability-metrics
Operate and validate mjr.wtf observability endpoints (/health, /metrics) and logging-related behavior. Use when adding metrics, changing auth around metrics, or debugging production-like issues.
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GitHub
writing-rules
Use when creating or updating rules in CLAUDE.md, settings, or rule files. Covers confidence thresholds and false positive prevention.
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GitHub
markdowntown-analytics
Use this when instrumenting analytics, reviewing event taxonomy, or handling privacy/redaction rules for markdowntown.
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GitHub
observability
Observability patterns for metrics, logging, distributed tracing, and error tracking. Trigger: When setting up monitoring, when implementing logging, when adding error tracking, when configuring distributed tra...
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GitHub
quasar-queue
Expert in background jobs and message queues using Gravito Quasar. Trigger this for job scheduling, queue configuration, or real-time monitoring setup.
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GitHub
ops-commander
Expert in Gravito operations and deployment. Trigger this for Docker, Fly.toml, CI/CD, or infrastructure management.
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GitHub
performance-tuner
Specialized in speed and resource optimization for Gravito. Trigger this for query profiling, caching strategies, or frontend performance audits.
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GitHub
open-observe-api-expert
Expert guidance for OpenObserve API integration in Frappe Tweaks. Use when creating, configuring, or troubleshooting OpenObserve API DocType, implementing send_logs() or search_logs() functionality, integrating...
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GitHub
edge-log
Log proof of completed work to the session log. Use after completing significant actions to maintain an audit trail.
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GitHub
sentry-debugging
Use when debugging errors with Sentry context, investigating production issues, triaging Sentry alerts, or when user mentions "sentry", "error tracking", "production error", or "investigate issue"
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