Observability
Log, metric, and trace analysis methodology. Use when analyzing logs, investigating errors, querying metrics, or correlating signals across observability backends (Coralogix, Datadog, CloudWatch).
Observability Loki
Query and analyze logs from Grafana Loki using LogQL
Incident Blameless
Blameless incident management and retrospectives. Use for listing incidents, analyzing MTTR, reviewing post-incident retrospectives with contributing factors, action items, and lessons learned.
Investigate
Systematic incident investigation methodology. Use when investigating production issues, service degradation, errors, latency spikes, or outages. Provides 5-phase framework for evidence-based root cause analysis.
Observability Datadog
Datadog log and metrics analysis. Use when querying Datadog logs, metrics, or APM data. Provides scripts and query syntax reference.
Observability Sentry
Sentry error tracking and performance monitoring. Use when investigating application errors, checking error frequency, managing issue status, or reviewing releases.
Database Bigquery
Google BigQuery data warehouse queries and schema inspection. Use when running SQL queries, listing datasets/tables, or inspecting table schemas in BigQuery.
Infrastructure Neo4j
A Claude skill from swapnildahiphale/OpenSRE.
Infrastructure Gcp
Google Cloud Platform infrastructure inspection. Use when investigating GCP Compute instances, GKE clusters, Cloud Functions, Cloud SQL, or project metadata.
Infrastructure Docker
Docker container debugging and management. Use when investigating container issues, checking logs, resource usage, or Docker Compose services.
Project Clickup
ClickUp project management integration for incident tracking and task management
Vcs Sourcegraph
Sourcegraph code search across repositories. Use for searching code patterns, finding implementations, and exploring codebases. Supports repo and file filters.
Knowledge Base
Search runbooks, documentation, and knowledge base articles from Confluence. Use when looking for incident response procedures, service documentation, post-mortems, or troubleshooting guides.
Incident Firehydrant
FireHydrant incident management with service catalog. Use for listing incidents, tracking milestones, analyzing MTTR, and service impact analysis across environments.
Observability Jaeger
Jaeger distributed tracing analysis. Use when investigating request latency, tracing errors across services, finding slow spans, or understanding service dependencies.
Docs Notion
Notion page and database management. Use for searching, creating, and writing to Notion pages. Supports creating pages in databases or under parent pages.
Observability Elasticsearch
Elasticsearch/OpenSearch log analysis using Lucene query syntax and Query DSL. Use when investigating issues via ELK stack, OpenSearch, or any Elasticsearch-based logging.
Docs Google
Google Docs and Drive integration. Use for reading documents, searching Drive, creating docs, writing content with markdown formatting, and sharing documents.
Metrics Victoriametrics
VictoriaMetrics metrics analysis using MetricsQL. Use when querying time-series metrics stored in VictoriaMetrics. Supports PromQL and MetricsQL extensions.
Observability Splunk
Splunk log analysis using SPL (Search Processing Language). Use when investigating issues via Splunk logs, saved searches, or alerts.
Infrastructure Kubernetes
Kubernetes debugging methodology and scripts. Use for pod crashes, CrashLoopBackOff, OOMKilled, deployment issues, resource problems, or container failures.
Project Jira
Jira issue tracking and incident management. Use when creating, searching, or updating Jira issues. Supports JQL queries for incident ticket analysis and alert fatigue tracking.
Database Snowflake
Snowflake data warehouse queries and schema inspection. Use when running SQL queries against Snowflake, listing tables, or inspecting schemas.
Platform Vercel
Query Vercel deployments, projects, and build logs. Use when investigating Vercel deployment failures, runtime errors, or build issues.
Incident Incidentio
Incident.io incident management and analytics. Use for listing, searching, and analyzing incidents. Supports MTTR calculations, severity analysis, and alert fatigue detection via alert route analytics.
First Principles Thinking
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Incident Comms
Slack integration for incident communication. Use when searching for context in incident channels, posting status updates, or finding discussions about issues.
Observability Coralogix
Coralogix log analysis with DataPrime query language. Use when querying Coralogix logs, metrics, or traces. Provides syntax reference and intelligent investigation scripts.
Observability Newrelic
New Relic APM and monitoring. Use when running NRQL queries, checking application performance, error rates, or throughput via New Relic.
Vcs Gitlab
GitLab project management, CI/CD pipelines, merge requests, and code review. Use when investigating GitLab projects, pipeline failures, merge requests, commits, or issues.
Remediation
Safe remediation actions for Kubernetes. Use when proposing or executing pod restarts, deployment scaling, or rollbacks. Always use dry-run first.
Alerting Opsgenie
Opsgenie alert management and on-call scheduling. Use for listing alerts, checking on-call, computing MTTA/MTTR, and alert fatigue analysis. Supports team and priority filtering.
Runtime Config Flagd
Feature flag management via flagd (OpenFeature). Use to list, inspect, and toggle feature flags in the OTel Demo environment. Flags control incident injection scenarios (payment failures, CPU spikes, memory leaks, etc.) and can be toggled for remediation.
Metrics Analysis
Prometheus/Grafana metrics analysis and PromQL queries. Use when investigating latency, error rates, resource usage, or any time-series metrics.
Infrastructure Azure
Azure cloud infrastructure inspection. Use when investigating Azure VMs, AKS clusters, Log Analytics (KQL), Monitor metrics/alerts, Cost Management, or NSG rules.
Database Mysql
MySQL/MariaDB database inspection and queries. Use when investigating table schemas, running queries, checking processlist, replication status, InnoDB engine status, or lock contention.
Infrastructure Aws
AWS cloud infrastructure inspection. Use when investigating EC2 instances, ECS tasks/services, Lambda functions, CloudWatch logs/metrics, or AWS resource issues.
Observability Grafana
Grafana dashboard and metrics analysis. Use when querying dashboards, panels, Prometheus metrics via Grafana, checking datasources, reviewing alerts, or creating dashboards from templates.
Observability Victorialogs
VictoriaLogs log analysis using LogsQL. Use when querying logs stored in VictoriaLogs. Provides statistics-first investigation with server-side aggregation.
Alerting Context
Pull incident context from alerting platforms (PagerDuty). Use when investigating who's on-call, incident history, alert patterns, or MTTR metrics.
Knowledge Raptor
Search the RAPTOR knowledge base for runbooks, past incidents, service dependencies, and accumulated team knowledge. Use BEFORE Confluence when investigating incidents — this contains curated, structured knowledge that the system has learned from past investigations.
Streaming Kafka
Kafka topic and consumer group management. Use when investigating Kafka topics, consumer lag, broker health, or consumer group status.
Analytics Amplitude
Amplitude product analytics. Use when querying user events, funnels, retention, or product usage data. Provides event segmentation, user activity lookup, and annotation queries.
Database Postgresql
PostgreSQL database inspection and queries. Use when investigating table schemas, running queries, checking locks, replication status, or long-running queries.
Observability Honeycomb
Honeycomb observability analysis. Use when querying Honeycomb datasets, traces, or metrics. Provides scripts and query syntax reference for high-cardinality exploration.
Infrastructure
Infrastructure debugging for Kubernetes and AWS. Use when investigating pod crashes, deployment issues, resource problems, container failures, or cloud infrastructure issues.
Project Linear
Linear issue tracking and project management. Use for creating issues, searching issues, and managing projects. Supports GraphQL queries with team and state filtering.