GitHub
observability-skill
Manage full-stack observability using Logfire (logging/tracing) and OpenObserve (storage/visualization).
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tools monitoring AI Skills
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GitHub
pr-author-agent
AI-powered PR Author Agent that transforms Observability Diff Plans into Pull Requests. Use when: (1) Generating instrumentation code from Scout Agent output, (2) Creating OTel configuration, correlation header...
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GitHub
pr-author-agent
AI-powered PR Author Agent that transforms Observability Diff Plans into Pull Requests. Use when: (1) Generating instrumentation code from Scout Agent output, (2) Creating OTel configuration, correlation header...
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GitHub
telemetry-validator-agent
AI-powered Telemetry Validator Agent that verifies instrumentation works in sandbox environments. Use when: (1) Validating OTel spans are emitted correctly, (2) Verifying correlation headers in Kafka messages,...
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GitHub
ci-gatekeeper-agent
AI-powered CI Gatekeeper Agent that enforces observability standards in CI/CD pipelines. Use when: (1) Generating GitHub Actions/Jenkins pipelines for observability gates, (2) Configuring progressive enforcemen...
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GitHub
signal-factory-core
AI-powered Signal Factory Core for processing observability signals and maintaining the knowledge graph. Use when: (1) Developing Signal Engines (Freshness, Drift, Contract, DQ, Volume, Anomaly), (2) Configurin...
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GitHub
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...
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GitHub
dashboard-specification
Design specifications for effective dashboards. Use when planning new dashboards, improving existing ones, or documenting dashboard requirements before development.
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GitHub
logger-generator
Generates production-grade, high-availability logging modules for any programming language (Python, TypeScript, Go, etc.). Enforces best practices like rotation, formatting, and minimal dependencies.
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GitHub
infrastructure
Infrastructure, observability, and autoscaling guidelines for RawDrive. Use when working with Traefik, KEDA, Prometheus, Kafka, Kubernetes, or Docker configurations.
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GitHub
trace-interpretation
This skill should be used when the user asks about "interpreting ctx-monitor traces", "understanding execution logs", "reading trace files", "what do ctx-monitor events mean", "debugging trace output", or needs...
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GitHub
tool-quality-audit
Audit tool integrations for deterministic behavior, error contracts, and logging before agents depend on them. Use when adding or updating tools or MCP servers.
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GitHub
dc-analysis-config
Create and configure AnalysisConfig objects for query, funnel, and flow analysis modes in Drizzle Cube dashboards.
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GitHub
global--error-handling
Apply the Agent OS standard for global error handling.
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GitHub
elk-skill
Elastic Stack を用いた Active Directory ログ分析・脅威検知支援スキル。Elasticsearch クエリ、Logstash パイプライン、Kibana 可視化を通じて、Windows イベントログおよび Sysmon ログの多角的な脅威検知を実現します。Ac...
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GitHub
metrickit-diagnostics
Native crash reporting, hang diagnostics, and performance metrics using Apple's MetricKit framework without third-party dependencies. Use this skill when implementing MXMetricManagerSubscriber, creating custom...
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GitHub
data-collector
Pattern for building data source collectors that fetch, transform, and deduplicate incident data from external APIs. Use when adding new data sources, fixing collector bugs, or understanding the data pipeline.
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GitHub
ci-cd-setup
Configure CI/CD pipelines, troubleshoot test failures, set up pre-commit hooks, and manage GitHub Actions for trading indicator development. Use when setting up testing infrastructure, diagnosing build failures...
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GitHub
kagent
Intelligent Kubernetes agent for analysis, optimization, and troubleshooting. Use when you need deep insights or reasoning about cluster state.
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GitHub
graphite
Manage Graphite stacked diffs. Usage: `/graphite` (status), `/graphite submit` (run checks + submit), `/graphite sync` (sync with trunk), `/graphite modify`
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GitHub
tempo-troubleshoot
Help craft efficient Tempo trace queries, troubleshoot distributed traces, link logs and metrics (Loki/Mimir), and perform request-level root cause analysis.
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GitHub
loki-troubleshoot
Help craft efficient Grafana Loki / LogQL queries for debugging logs — with label‑based filtering, narrow time windows, and best‑practice guidance to avoid expensive or overly broad scans.
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GitHub
mimir-prometheus-troubleshoot
Help craft efficient Mimir/Prometheus queries, troubleshoot metric issues, avoid high-cardinality problems, and recommend best practices for aggregation, recording rules, and performance.
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GitHub
momus
Ruthlessly critical plan reviewer that catches gaps, ambiguities, and missing context. Read-only - cannot modify files. Use when reviewing Prometheus plans or any implementation specs before execution. Simulate...
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The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.