Observability and debug skill. Updated for Module Separation & Runtime Redesign.
Instrument a Python application with the Elastic Distribution of OpenTelemetry (EDOT) Python agent for automatic tracing, metrics, and logs.
First principles behind observability — wide events, high cardinality, the core analysis loop, events vs metrics vs logs, and how instrumentation connects to debugging outcomes.
Unified observability toolkit — Prometheus/Grafana/alerting/SLOs, OpenTelemetry instrumentation (traces, metrics, spans, exporters, distributed tracing), Sentry error tracking…
LLM observability platform for tracing, evaluation, and monitoring. Use when debugging LLM applications, evaluating model outputs against datasets, monitoring production — from…
Use when designing telemetry semantics before or during implementation: logs, metrics, traces, events, spans, attributes, correlation IDs, SLOs, alert signals, and diagnostic…
Open-source AI observability platform for LLM tracing, evaluation, and monitoring. Use when debugging LLM applications with detailed traces, running evaluations on datase — from…
Production-grade observability for Rails — RED + USE metrics, SLO / SLI / error budgets, multi-window multi-burn-rate alerting (Google SRE workbook), exemplars linking metrics to…
Automated LGTM + Alloy observability stack deployment using Docker Compose. Use when setting up Claude Code observability infrastructure locally.
Observability and monitoring validation patterns for dashboards, alerting, log aggregation, APM traces, and SLA/SLO verification.
Check actual system outputs before editing code to fix bugs -- outputs don't lie, assumptions do. Use when debugging unexpected behavior.
Analyze production Agentforce agent behavior using session traces and Data Cloud. TRIGGER when: user queries STDM session data or Data Cloud trace records; investigates production…
Record an Architecture Decision Record (ADR) in the Vault Core Obsidian vault (vault-obsidian/Architecture Decisions).
Programmatically create and manipulate Obsidian Canvas (.canvas) files using JSON Canvas Spec 1.0. Enables agents to generate visual flowcharts, architecture diagrams, and…
Set up GitHub Actions CI/CD for Obsidian plugin development. Use when automating builds, tests, and releases for your plugin, or setting up continuous integration for Obsidian…
Diagnose and fix common Obsidian plugin errors and exceptions. Use when encountering plugin errors, debugging failed operations, or troubleshooting Obsidian plugin issues.
Collect Obsidian plugin debug evidence for support and troubleshooting. Use when encountering persistent issues, preparing bug reports, or collecting diagnostic information for…
Publish Obsidian plugins to the community plugin directory. Use when releasing your first plugin, updating existing plugins, or managing the community plugin submission process.
Create a minimal working Obsidian plugin with commands, settings, modals, and ribbon icons. Use when building your first plugin feature, testing your setup, or learning basic…
Set up Obsidian plugin development environment with Node.js and TypeScript. Use when starting a new plugin project, configuring the dev environment, or initializing Obsidian…
Configure multiple Obsidian environments for development, testing, and production. Use when managing separate vaults, testing plugin versions, or establishing a proper development…
Interact with Obsidian vaults using the Obsidian CLI to read, create, search, and manage notes, tasks, properties, and more.
Obsidian plugin development patterns, API usage, manifest configuration, settings management, testing, and build pipeline.
Set up, migrate, or operate an Obsidian vault as an LLM Wiki — a persistent, compounding knowledge base maintained by Claude Code.
Esta skill deve ser usada quando o usuario diz "abre meu pulse", "mostra o dashboard", "o que ta acontecendo no vault", "ve os padroes", "sugere o que eu devo fazer agora", ou…
Handle Obsidian file system operations and throttling patterns. Use when processing many files, handling bulk operations, or preventing performance issues from excessive…
Implement Obsidian reference architecture with best-practice project layout. Use when designing new plugins, reviewing project structure, or establishing architecture standards…
Service blueprint for OpenClaw SRE support: health checks, connectivity repair, execution stabilization, and hardening guidance.
Overview skill for OceanBase deployment and operations using obd. Routes to specialized skills for cluster management, tenant management, seekdb, and testing.
Configuration d'Ocelot comme API Gateway en .NET — routing, aggregation, rate limiting, load balancing et intégration Consul/Kubernetes.
OCI Architect and operate Autonomous Database and Autonomous AI Database across serverless, dedicated Exadata, Cloud@Customer, Oracle Database@Azure, Oracle Database@Google Cloud,…
Triage and govern OCI Cloud Guard problems, targets, responder recipes, detector findings, and security remediation safely.
Operate OCI Compute Instance Agent commands and executions safely for diagnostics, automation, and remediation.
Operate OCI Compute instances and platform capacity safely with compartment/region confirmation, instance lifecycle guardrails, least-privilege IAM checks, MCP/CLI discovery, and…
Analyze Oracle Cloud Infrastructure cost, usage, budgets, tagging, rightsizing, commitment coverage, and FinOps governance.
Operate as a ruthless OCI database platform DBA for DB systems, Autonomous Database, Exadata, backups, patching, performance triage, capacity, and IAM-scoped database operations.
Use OCI Database Tools and database documentation safely for SQL inspection, report definitions, table metadata, and controlled query execution.
Engineer and review Oracle Cloud Infrastructure DevOps, OKE, OCIR, build/deploy pipelines, Kubernetes platform, and container runtime workflows.
Design, review, migrate, and operate Oracle Exadata Database Service across OCI Dedicated Infrastructure, Exascale Infrastructure, Cloud@Customer, and Oracle Database multicloud…
OCI Design and operate Exadata Database Service across OCI Dedicated Infrastructure, Exadata Cloud@Customer, Oracle Database@Azure, Oracle Database@Google Cloud, and Oracle…
OCI Review Fusion Apps as a Service environment families, environments, lifecycle status, availability, and operational readiness.
OCI Operate and review Oracle GoldenGate domains, connections, extracts, replicats, checkpoint tables, trails, distribution paths, and replication health.
Govern OCI Identity and Access Management with least-privilege policy review, compartment scoping, group/dynamic-group analysis, and safe access-change workflows.
Design and operate OCI IoT digital twin adapters, models, instances, relationships, and domain context.
Review OCI service limits, quotas, capacity availability, regional subscriptions, and growth risk. Use before deployments, migrations, DR expansion, shape changes, OKE scaling,…
Guard Autonomous Database lifecycle changes — scale, start, stop, clone, terminate — with protection-tag enforcement, backup verification, and connection-string impact analysis…
Gate OCI budget mutations and GPU/HPC shape provisioning against compartment spend limits, with inventory searches, quota audits, and emergency spend-stop playbooks.
Guard OCI IAM policy writes and dynamic group changes with verb-hierarchy audit, compartment scope enforcement, anti-pattern detection (any-user/any-group), and rollback via…
Guard OKE deployment rollouts via DevOps Service approval stages with canary and blue-green evidence, rollout health verification, and kubectl rollout undo gates.
Guard OCI Resource Manager stack plan, apply, and destroy jobs with drift detection, state-version rollback, stack auto-lock awareness, and approval gates.
Guard Vault master encryption key scheduled-deletion and HSM rotation with data-association audits, key-usage reference checks, deletion-window enforcement, and cancellation…
Design, review, and troubleshoot OCI Load Balancer and Network Load Balancer traffic paths, listeners, backend sets, certificates, health checks, logging, and failover.
OCI Maestro routing skill. Classify the user's OCI task, select the narrowest specialist agent or the right team of specialists from the catalog, and dispatch them — single…
Plan OCI migrations and cutovers with Cloud Migrations, dependency discovery, waves, rollback, DNS, data sync, validation, and support readiness.
Drafts FAR 9.5-compliant Organizational Conflict of Interest mitigation plans for federal government contractors.
Design and review OCI multi-cloud architectures connecting Oracle Cloud Infrastructure with AWS, Azure, Google Cloud, on-premises, or SaaS through VPN, FastConnect, Direct…
OCI Operate and review MySQL HeatWave, MySQL AI, vector/RAG workflows, connection configs, object storage ingestion, and SQL safety.
Design, review, and troubleshoot OCI networking with safe compartment/region scoping, least-privilege network access, VCN/subnet/routing/security-list/NSG analysis, and…
Operate as a ruthless OCI observability and incident responder for Monitoring alarms, Logging, Events, Notifications, service health, metrics, runbooks, and IAM-scoped incident…
Operate OCI Recovery Service protected databases, protection policies, recovery service subnets, backup health, redo status, and recovery metrics.