773 free skills
Observability skills
Skills for observability — structured logging, distributed tracing, metrics dashboards, alerting, and incident response runbooks.
Sourced from real, public repositories — synced daily, never invented.
773 free skills
Skills for observability — structured logging, distributed tracing, metrics dashboards, alerting, and incident response runbooks.
Sourced from real, public repositories — synced daily, never invented.
15 tools across six categories
13 of them never send your data anywhere
Free · No signup · No trial clock
SEE THE DIRECTORY
observability-monitor
ajianaz/skills-collection
Comprehensive observability and monitoring workflow that orchestrates metrics collection, logging, distributed tracing, and alerting systems. Handles everything from monitoring architecture design and implementation to APM integration, anomaly detection, and incident response automation.
distributed-debugging-debug-trace
rmyndharis/antigravity-skills
You are a debugging expert specializing in setting up comprehensive debugging environments, distributed tracing, and diagnostic tools. Configure debugging workflows, implement tracing solutions, and establish troubleshooting practices for development and production environments.
sentry-ios-swift-setup
getsentry/agent-skills
Setup Sentry in iOS/Swift apps. Use when asked to add Sentry to iOS, install sentry-cocoa SDK, or configure error monitoring for iOS applications using Swift and SwiftUI.
langfuse-observability
yonatangross/orchestkit
LLM observability platform for tracing, evaluation, prompt management, and cost tracking. Use when setting up Langfuse, monitoring LLM costs, tracking token usage, or implementing prompt versioning.
distributed-tracing
rmyndharis/antigravity-skills
Implement distributed tracing with Jaeger and Tempo to track requests across microservices and identify performance bottlenecks. Use when debugging microservices, analyzing request flows, or implementing observability for distributed systems.
loom-prometheus
cosmix/loom
Prometheus monitoring and alerting for cloud-native observability. Use for writing PromQL queries, configuring scrape targets, creating alerting and recording rules, instrumenting applications, and setting up service discovery. Not for dashboards (use loom-grafana) or log analysis (use loom-logging-observability).
oncall-runbook-executor
sisodiabhumca/agent-skills
Use during an incident or routine on-call task to execute a YAML-defined runbook step by step. Each step has a description, an optional precheck command, the action command, and an expected outcome. Produces a tamper-evident execution log. Vendor-neutral; works with any shell-capable agent runtime.
monitoring-capture-service
posthog/posthog
>
azure-observability-workflows
composio-community/opencode-skills
Workflow for implementing observability systems on Microsoft Azure using logging, monitoring, tracing, telemetry, metrics, dashboards, and production-grade cloud diagnostics.
kubesense-traces
kubesense-ai/kubesense-mcp-skills
Query spans and distributed traces via KubeSense MCP — latency percentiles, error rates, the exact trace field catalog (service, role, method, status_code, resource — not app_service/kind/subtype/return_code), duration units, and the distributed-trace waterfall for root-causing which hop broke or burned the time.
write-incident-runbook
pjt222/agent-almanac
>
gh-tool
blogic-cz/agent-tools
LOAD THIS SKILL when: working with GitHub PRs, issues, workflows, CI checks, reviews, merging, or branch management. Contains all gh-tool commands for PR management, workflow monitoring, issue tracking, and branch operations.
incident-response
goldenwing-360/claude-security-skills
Run a structured response to a suspected web or server compromise. Follows SANS PICERL — Preparation, Identification, Containment, Eradication, Recovery, Lessons Learned — and includes a post-mortem template. Invoke when a site is defaced, when malware or webshells appear, when admin accounts arrive unannounced, or when a provider sends an abuse notice.
create-runbook
ethpandaops/mcp
Author a reusable runbook, or extract one from a completed investigation, following this repo's runbook standard. Use whenever a multi-step procedure, diagnosis, or recipe should be captured so future agents can reuse it.
otel-flask-style
oxyz-official/skills
Flask OpenTelemetry style: native FlaskInstrumentor, centralized observability init, Python decorators, OTLP logs, and LLM cost metrics.
Observability & Monitoring
ariegoldkin/ai-agent-hub
Structured logging, metrics, distributed tracing, and alerting strategies
monitoring-ingestion-pipeline
posthog/posthog
>
data-quality-checker
armanzeroeight/fastagent-plugins
Implement data quality checks, validation rules, and monitoring. Use when ensuring data quality, validating data pipelines, or implementing data governance.
trace-it
elliotjlt/claude-skill-potions
|
newsclawd
notabanker/codexclawd
News and alert monitoring skill for OpenClaw. Monitors X/Twitter accounts, crypto prices, web news RSS feeds, and sends alerts when important events occur. Use when the user wants to track news, get price alerts, monitor specific Twitter accounts, or set up automated notifications for topics they care about.
lease-compliance-auditor
reggiechan74/vp-real-estate
Expert in lease compliance monitoring and obligation tracking. Use when auditing insurance requirements, verifying environmental compliance, checking use clause adherence, or monitoring covenant compliance. Key terms include insurance audit, CGL requirements, environmental compliance, use clause violations, covenant breach, notice requirements, cure periods
structured-logging-lite
majiayu000/spellbook
Design, audit, or implement application structured logging architecture from repository evidence. Use when a user asks whether or where to add logs, how to choose or migrate a logger, how to standardize events/fields/levels/redaction, how to add HTTP access or panic logs, or why production logs cannot answer an incident question. Do not use merely to tail platform logs or to design a full metrics, tracing, SLO, and incident-management program.
k8s-cilium
rohitg00/kubectl-mcp-server
Cilium and Hubble network observability for Kubernetes. Use when managing network policies, observing traffic flows, or troubleshooting connectivity with eBPF-based networking.
trace-it
bluriesophos/cursorskills
Before modifying shared code (utilities, types, configs, base classes), traces all callers and dependents first. Prevents "fixed one thing, broke three others." Use when editing files in shared/, utils/, lib/, or anything imported by 3+ files.
incident-response-patterns
vibeeval/vibecosystem
Incident severity classification, runbook templates, root cause analysis, and post-incident review
llm-obs-eval-pipeline
datadog-labs/agent-skills
End-to-end LLM Observability pipeline for an instrumented ml_app — classify production traces, root-cause failures, bootstrap evaluators, then (optionally) sample + publish a dataset, generate + run an experiment, and analyze results. Six narrated phases with a standardized banner and a "continue" checkpoint between each. Pure orchestration over the dd-llmo sub-skills (`llm-obs-session-classify`, `llm-obs-trace-rca`, `llm-obs-eval-bootstrap`, `llm-obs-experiment-py-bootstrap`, `llm-obs-experiment-analyzer`). Use when user says "run the eval pipeline", "go from traces to evals", "bootstrap evals end to end", "classify then RCA then bootstrap", "build an eval set from scratch", "onboard me to datasets and experiments", "walk me through experiments", "I have an ml_app, now what", "LLM Obs onboarding", "guided experiment setup", "from traces to experiments", or wants a deterministic, narrated tour from production data through evaluators, datasets, and experiments. Stop early with `--stop-after <phase>` to short-circuit at evaluators or dataset, or resume mid-flow with `--start-at <phase>`.
etl-designer
armanzeroeight/fastagent-plugins
Design ETL/ELT pipelines with proper orchestration, error handling, and monitoring. Use when building data pipelines, designing data workflows, or implementing data transformations.
wire-observability
danielvm-git/bigpowers
Add structured JSON logging, observability commands, and idempotent setup scripts to a project. Use when a project needs production-readiness instrumentation, when user wants structured logging, or as a production-readiness gate at any phase of development.
optimize-runbook
jettyio/jettyio-skills
Analyze previous Jetty workflow runs and propose targeted improvements to your runbook. Use when the user wants to optimize, improve, or debug a runbook based on past execution results — including 'optimize runbook', 'improve runbook', 'why is my runbook failing', 'analyze my runs', 'runbook not working well', 'make my runbook better', 'debug runbook performance', or 'learn from past runs'. Also trigger when the user mentions trajectory analysis, run patterns, or evaluation score improvements.
create-runbook
jettyio/jettyio-skills
Create a new runbook with guided assistance. A runbook is a structured markdown document that tells a coding agent how to accomplish a complex, multi-step task with evaluation loops and quality gates. Use this skill whenever the user wants to create, build, scaffold, or write a runbook — including 'create runbook', 'new runbook', 'build a runbook', 'make a runbook', 'runbook wizard', 'help me write a runbook', 'I need a runbook for...', 'automate this task with a runbook', or 'turn this into a runbook'. Also trigger when the user describes a multi-step agent task that would benefit from structured evaluation and iteration loops, even if they don't use the word 'runbook' — for example, 'I want to build an automated pipeline that evaluates its own output' or 'create a repeatable process with quality gates'.
azure-observability
tyler-r-kendrick/agent-skills
Azure Observability Services including Azure Monitor, Application Insights, Log Analytics, Alerts, and Workbooks. Provides metrics, APM, distributed tracing, KQL queries, and interactive reports.
supervisor-api-client-function-calling
databricks/app-templates
Add client-side function tools to the Supervisor API. Use when: (1) User wants to mix Python callables with hosted tools, (2) User asks about function tools with Supervisor API, (3) User needs to execute custom business logic alongside hosted tool calls.
kubernetes-architect
itsimonfredlingjack/codex-dev-plugin
Expert Kubernetes architect specializing in cloud-native infrastructure, advanced GitOps workflows (ArgoCD/Flux), and enterprise container orchestration. Masters EKS/AKS/GKE, service mesh (Istio/Linkerd), progressive delivery, multi-tenancy, and platform engineering. Handles security, observability, cost optimization, and developer experience. Use PROACTIVELY for K8s architecture, GitOps implementation, or cloud-native platform design.
confluent-kafka-admin
thititongumpun/skills
Confluent Data Streaming Platform administrator — operates and secures Kafka clusters on Confluent Cloud and self-managed Confluent Platform/Apache Kafka. Covers provisioning, RBAC/ACLs, networking (PrivateLink/peering/TGW), Schema Registry, Connect, KRaft migration, scaling, multi-region/DR (Cluster Linking), monitoring, and cost/quota governance. Use when administering, provisioning, securing, scaling, upgrading, or troubleshooting a Kafka/Confluent cluster, when designing or reviewing a cluster/network/security topology or the Terraform that defines it, or when working with the `confluent` CLI, Confluent Cloud APIs, or the Confluent Terraform provider. Retrieval-first — pull current docs before citing limits, CLI flags, API fields, or config defaults.
compliance-automation
vivekgana/databricks-platform-marketplace
Automated compliance checks, continuous monitoring, reporting frameworks for GDPR, HIPAA, SOC2, and CCPA compliance.
tracekit-distributed-tracing
tracekit-dev/tracekit-for-ai
Connect frontend and backend traces across services with TraceKit distributed tracing. Covers W3C Trace Context propagation, multi-service correlation, and the unified waterfall view. Use when the user asks about connecting traces across services, frontend-to-backend tracing, or seeing the full request lifecycle.
microservices-architect
thesaifalitai/claude-setup
Use when designing distributed systems, decomposing monoliths, or implementing microservices patterns. Invoke for service boundaries, DDD, saga patterns, event sourcing, service mesh, distributed tracing.
trace
juadebfm/juadeb-gabriels-skills
Debug a problem by reproducing it, narrowing scope, identifying the root cause, proposing the smallest correct fix, and validating that the failure cannot silently return.
incident-response
nik-kale/sre-skills
Guide systematic investigation of production incidents including triage, data gathering, impact assessment, and root cause analysis. Use when investigating outages, service degradation, production errors, alerts firing, or when the user mentions incident, outage, downtime, or production issues.
ed-monitors
edgedelta/agent-skills
Monitors - create, manage, snooze and resolve Edge Delta monitors and alerts.
runbook-creator
nik-kale/sre-skills
Templates and patterns for creating operational runbooks and playbooks. Use when creating runbooks, writing operational documentation, playbook creation, or documenting procedures for on-call teams.
network-tracing
nexus-labs-automation/mobile-observability
Instrument API requests with spans and distributed tracing. Use when tracking request latency, correlating client-backend traces, or debugging API issues.
sentry-setup-tracing
getsentry/sentry-for-cursor
Setup Sentry Tracing (Performance Monitoring) in any project. Use this when asked to add performance monitoring, enable tracing, track transactions/spans, or instrument application performance. Supports JavaScript, TypeScript, Python, Ruby, React, Next.js, and Node.js.
portfolio-monitoring
anthropics/financial-services-plugins
Track and analyze portfolio company performance against plan. Ingests monthly/quarterly financial packages (Excel, PDF), extracts KPIs, flags variances to budget, and produces summary dashboards. Use when reviewing portfolio company financials, preparing board materials, or monitoring covenant compliance. Triggers on "review portfolio company", "monthly financials", "how is [company] performing", "covenant check", or "portfolio update".
portfolio-monitoring
anthropics/financial-services
Track and analyze portfolio company performance against plan. Ingests monthly/quarterly financial packages (Excel, PDF), extracts KPIs, flags variances to budget, and produces summary dashboards. Use when reviewing portfolio company financials, preparing board materials, or monitoring covenant compliance. Triggers on "review portfolio company", "monthly financials", "how is [company] performing", "covenant check", or "portfolio update".
Base Node
bankrbot/skills
Run a production Base node with Reth client — hardware sizing, port configuration, snapshot bootstrapping, security hardening, and sync monitoring.
gcp-cloud-monitoring
automateyournetwork/netclaw
Google Cloud Monitoring — time series metrics, alert policies, active alerts, metric discovery. Use when checking GCP network performance, investigating firing alerts, querying VM CPU or memory metrics, reviewing Cloud VPN tunnel status, or assessing load balancer latency.
server-log-crawler-analyst
sergekostenchuk/ui-ux-agent-skill-system
Analyze credential-free public website monitoring evidence from server access logs, HTTP fetches, robots/llms/sitemap checks, and exported summaries while protecting raw IP and private query data. Use this skill when the user asks whether crawlers or AI bots reached a site, whether public SEO/LLM discovery files respond, or how to separate observed facts from unknown Search Console, rank, analytics, or citation claims.
gcp-gke-monitoring-observability
dawiddutoit/custom-claude
|
infrastructure-monitoring-setup
dawiddutoit/custom-claude
|
2chat-calls
2chatco/agent-skills
Use this skill when the user wants to view phone call history, get call details or recordings, or list virtual numbers and caller IDs via the 2Chat API. Trigger phrases include "call history", "call details", "call recording", "list virtual numbers", "caller IDs", "phone calls", "2chat calls".
debug-runbook
jonmumm/skills
>
distributed-tracing-patterns
mickeyyaya/refactoring-skills
Use when instrumenting distributed systems or reviewing tracing code — covers OpenTelemetry auto and manual instrumentation, span design, context propagation (W3C TraceContext, B3), sampling strategies (head, tail, probabilistic, rate-limiting), trace-based testing, exemplars, and anti-patterns (over-instrumentation, missing context, span explosion) across TypeScript, Go, Java, and Python
logging-observability
getsentry/sentry-mcp
Review code for correct logging and error handling patterns. Use when reviewing code that handles errors, uses logging functions, or captures exceptions. Enforces the error hierarchy where 4xx errors are never logged to Sentry and 5xx errors always are. Trigger phrases include "review logging", "check error handling", "audit observability", or verify correct use of logIssue vs logError.
box-legal-workflows-contract
box/box-for-ai
Automate contract review and monitoring with Box MCP — find new or expiring contracts, compare them against firm templates to flag material variances, write structured contract metadata back to Box for searchability, and produce variance reports with citations. Use this skill when the user mentions contract review or monitoring, NDA or MSA review, contract expiration or renewals, contract metadata, or variance analysis, even if they don't name a specific Box tool.
incident-slo-runbook
majiayu000/spellbook
Create or audit SLOs, SLIs, alert rules, incident response steps, escalation paths, postmortems, operational runbooks, and customer-impact communication. Use when defining production reliability, preparing launch readiness, responding to an outage, writing a runbook, tuning alerts, or closing the loop after an incident.
tracekit-python-sdk
tracekit-dev/tracekit-for-ai
Sets up TraceKit APM in Python applications for automatic distributed tracing, error capture, and code monitoring. Supports Django, Flask, and FastAPI frameworks. Use when the user asks to add TraceKit, add observability, instrument a Python app, or configure APM in a Python project.
kubernetes-architect
herdiansah/antigravity-skills-master
Expert Kubernetes architect specializing in cloud-native infrastructure, advanced GitOps workflows (ArgoCD/Flux), and enterprise container orchestration. Masters EKS/AKS/GKE, service mesh (Istio/Linkerd), progressive delivery, multi-tenancy, and platform engineering. Handles security, observability, cost optimization, and developer experience. Use PROACTIVELY for K8s architecture, GitOps implementation, or cloud-native platform design.
pyats-asa-firewall
automateyournetwork/netclaw
Cisco ASA firewall operations via pyATS — VPN sessions, failover state, interfaces, routing, service policies, resource usage, AnyConnect monitoring. Use when checking ASA failover status, monitoring VPN sessions, auditing ASA security, or troubleshooting AnyConnect connectivity.
logs
vocalbridgeai/vocal-bridge-claude-plugin
View call logs for the Vocal Bridge voice agent. Can list recent calls or show details of a specific session including transcript.