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

seo-and-aeo-strategy
manojbajaj95/claude-gtm-plugin
SEO, AEO (Answer Engine Optimization), and GEO strategy for search engines and AI visibility. Use when working on "SEO audit," "technical SEO," "on-page SEO," "AI search optimization," "AEO," "GEO," "AI visibility," "optimize for ChatGPT," "optimize for Perplexity," "AI Overviews," "answer engine optimization," "generative engine optimization," "AI citations," "featured snippets," "meta tags," "schema markup," "search ranking," "content optimization," "E-E-A-T," "structured data," "search console," "SEO health check," "why am I not ranking," "AI search readiness," "backlink strategy," "link building," "domain authority," "programmatic SEO," "SEO at scale," "template-based SEO," "AEO monitoring," "AI search monitoring," "JSON-LD," "rich snippets," "schema.org," "SERP analysis," "search intent," "site architecture," "information architecture," "URL structure," "internal linking," or "navigation." For keyword research, see keyword-research-and-clustering.
competitor-monitor
guia-matthieu/clawfu-skills
Monitor competitor websites for changes. Use when: tracking competitor pricing changes; monitoring new features; watching for content updates; alerting on website changes; competitive intelligence
prometheus-grafana
bagelhole/devops-security-agent-skills
Set up metrics collection and visualization with Prometheus and Grafana. Configure scrape targets, create PromQL queries, build dashboards, and implement alerting. Use when implementing monitoring, metrics collection, or visualization for applications and infrastructure.
computer-vision-pipeline
curiositech/some_claude_skills
Build production computer vision pipelines for object detection, tracking, and video analysis. Handles drone footage, wildlife monitoring, and real-time detection. Supports YOLO, Detectron2,
building-incident-response-playbook
mukul975/anthropic-cybersecurity-skills
Designs and documents structured incident response playbooks with step-by-step
observability-monitoring-slo-implement
sickn33/agentic-awesome-skills
You are an SLO (Service Level Objective) expert specializing in implementing reliability standards and error budget-based engineering practices. Design comprehensive SLO frameworks, establish meaningful SLIs, and create monitoring systems that balance reliability with feature velocity.
calle
calle-ai/call-e-integrations
Use CALL-E from skills.sh compatible agents through the calle CLI. Use for CALL-E setup checks, authentication recovery, phone call planning, placing real outbound calls, call status polling, summaries, details, and transcripts.
sentiment-monitoring
vivy-yi/xiaohongshu-skills
Use when monitoring brand sentiment on Xiaohongshu, tracking public opinion, managing reputation, responding to negative feedback, analyzing brand perception trends, or handling PR crises
observability-setup
patricio0312rev/skills
Implements comprehensive observability with OpenTelemetry tracing, Prometheus metrics, and structured logging. Includes instrumentation plans, sample dashboards, and alert candidates. Use for "observability", "monitoring", "tracing", or "metrics".
cilium-expert
martinholovsky/claude-skills-generator
Expert in Cilium eBPF-based networking and security for Kubernetes. Use for CNI setup, network policies (L3/L4/L7), service mesh, Hubble observability, zero-trust security, and cluster-wide network troubleshooting. Specializes in high-performance, secure cluster networking.
monitoring-observability
yonatangross/orchestkit
Monitoring and observability patterns for Prometheus metrics, Grafana dashboards, Langfuse v4 LLM tracing (as_type, score_current_span, should_export_span, LangfuseMedia), and drift detection. Use when adding logging, metrics, distributed tracing, LLM cost tracking, or quality drift monitoring.
azure-monitor
microsoftdocs/agent-skills
Expert knowledge for Azure Monitor development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when working with Log Analytics, Application Insights, DCRs/agents, alerts/metrics, or OpenTelemetry/Prometheus, and other Azure Monitor related development tasks. Not for Azure Network Watcher (use azure-network-watcher), Azure Service Health (use azure-service-health), Azure Defender For Cloud (use azure-defender-for-cloud), Cost Management (use azure-cost-management).
reliability-strategy-builder
patricio0312rev/skills
Implements reliability patterns including circuit breakers, retries, fallbacks, bulkheads, and SLO definitions. Provides failure mode analysis and incident response plans. Use for "SRE", "reliability", "resilience", or "failure handling".
background-jobs-designer
patricio0312rev/skills
Designs background job processing systems with queue integration (BullMQ/Celery), job definitions, retry policies, exponential backoff, idempotent execution, and monitoring hooks. Use when implementing "background jobs", "task queues", "async processing", or "job workers".
sentry-setup-tracing
getsentry/sentry-agent-skills
Setup Sentry Tracing (Performance Monitoring) in any project. Use when asked to enable tracing, track transactions/spans, measure latency, or add performance monitoring. Supports JavaScript, Python, and Ruby.
cloudwatch
itsmostafa/aws-agent-skills
AWS CloudWatch monitoring for logs, metrics, alarms, and dashboards. Use when setting up monitoring, creating alarms, querying logs with Insights, configuring metric filters, building dashboards, or troubleshooting application issues.
structured-logging-standardizer
patricio0312rev/skills
Enforces consistent structured logging with request correlation IDs, standardized log schema, middleware integration, and best practices. Use for "structured logging", "log standardization", "request tracing", or "log correlation".
modern-move-syntax
mystenlabs/skills
Use when writing Move code on Sui to ensure 2024 edition syntax is used. Applies to method calls, string literals, vector operations, option handling, loops, and struct unpacking. Use whenever writing Move code to avoid legacy function-call syntax patterns.
iii-observability
iii-hq/skills
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error-handling-standardizer
patricio0312rev/skills
Creates consistent error handling with custom error classes, HTTP status mapping, structured logging, safe client messages, and error taxonomy. Use when standardizing "error handling", "logging", "error responses", or "exception management".
alerting-dashboard-builder
patricio0312rev/skills
Creates SLO-based alerts and operational dashboards with key charts, alert thresholds, and runbook links. Use for "alerting", "dashboards", "SLO", or "monitoring".
helix-query-optimize
helixdb/skills
Review and improve HelixDB v3 query performance. Use for index-aware sources, label scope, equality and range indexes, bounded traversals, projection size, vector and BM25 traversal-scoped prefiltering, tenant-scoped indexes, and safe write batches. Examples use direct v3 SDK requests and the nested JSON AST. When the target is Helix Cloud, always use helix-mcp first and base the review on live observability evidence.
langfuse-observability
langfuse/skills
Instrument LLM applications with Langfuse tracing. Use when setting up Langfuse, adding observability to LLM calls, or auditing existing instrumentation.
db-performance-watchlist
patricio0312rev/skills
Defines database performance monitoring strategy with slow query detection, resource usage alerts, query execution thresholds, and automated alerting. Use for "database monitoring", "performance alerts", "slow queries", or "DB metrics".
incident-response-incident-response
sickn33/agentic-awesome-skills
Use when working with incident response incident response
incident-response-smart-fix
sickn33/agentic-awesome-skills
[Extended thinking: This workflow implements a sophisticated debugging and resolution pipeline that leverages AI-assisted debugging tools and observability platforms to systematically diagnose and res
buddy
rajveer-mahida/buddy-skills
Multi-agent workflow orchestrator for software projects. Invoke when the user says "Hey Buddy", asks to work on a task, wants to check Linear tasks, start continuous monitoring for new issues, or needs a full develop-test-review cycle on any software change. Orchestrates specialized agent roles in a loop until the task is complete.
azure-kusto-irql
microsoft/azure-skills
Compose IRQL (Incident Response Query Language) queries for Kusto cybersecurity investigations. Translates natural language hunting questions into composable IRQL pipelines using Get_*, Extract_*, and Enrich_* functions. WHEN: IRQL query, security hunt, threat hunting KQL, incident response query, compose hunting pipeline, failed logins, phishing investigation, lateral movement, process execution, file creation events.
distributed-debugging-debug-trace
sickn33/agentic-awesome-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.
monitoring-setup
jmsktm/claude-settings
Expert guide for setting up monitoring dashboards, alerting, metrics collection, and observability. Use when implementing application monitoring, setting up alerts, or building dashboards.
chatbot-analytics
curiositech/some_claude_skills
Implement AI chatbot analytics and conversation monitoring. Use when adding conversation metrics, tracking AI usage, measuring user engagement with chat, or building conversation dashboards.
iii-observability
iii-hq/iii
>-
building-incident-response-dashboard
mukul975/anthropic-cybersecurity-skills
Builds real-time incident response dashboards in Splunk, Elastic, or
web-research-workflow
yonatangross/orchestkit
Unified decision tree for web research and competitive monitoring. Auto-selects WebFetch, Tavily, or agent-browser based on target site characteristics and available API keys. Includes competitor page tracking, snapshot diffing, and change alerting. Use when researching web content, scraping, extracting raw markdown, capturing documentation, or monitoring competitor changes.
prometheus-expert
personamanagmentlayer/pcl
Expert-level Prometheus monitoring, metrics collection, PromQL queries, alerting, and production operations
stockbreeder-expert
personamanagmentlayer/pcl
Expert-level livestock management, animal health monitoring, breeding programs, and ranch management
sysadmin
rightnow-ai/openfang
System administration expert for Linux, macOS, Windows, services, and monitoring
syncfusion-angular-circular-gauge
syncfusion/angular-ui-components-skills
Implement Syncfusion Angular Circular Gauge component for radial data visualization. Use this when building circular gauges for dashboards, monitoring displays, performance metrics, speedometers, or KPI indicators. Covers installation, axes configuration, pointer types (needle, range bar, marker), ranges, styling, animations, and user interactions.
181-java-observability-logging
jabrena/plinth
Use when you need to implement or improve Java logging and observability — including selecting SLF4J with Logback/Log4j2, applying proper log levels (ERROR, WARN, INFO, DEBUG, TRACE), parameterized logging, correlation context, secure logging without sensitive data exposure, environment-specific configuration, log aggregation, monitoring, and alerting. This should trigger for requests such as Improve logging; Apply logging; Refactor logging; Add logging support; Review SLF4J structured logging in Java code. Part of Plinth Toolkit
monitoring-expert
personamanagmentlayer/pcl
Expert-level monitoring and observability with Prometheus, Grafana, logging, and alerting
building-soc-playbook-for-ransomware
mukul975/anthropic-cybersecurity-skills
Builds a structured SOC incident response playbook for ransomware attacks
performance-budget-setter
patricio0312rev/skills
Defines measurable performance budgets for bundle size, API latency, database queries, and render times. Provides enforcement strategies and monitoring plans. Use for "performance budgets", "performance monitoring", "web vitals", or "optimization targets".
security-incident-playbook-generator
patricio0312rev/skills
Creates response procedures for security incidents with containment steps, communication templates, and evidence collection. Use for "incident response", "security playbook", "breach response", or "IR plan".
istio-expert
personamanagmentlayer/pcl
Expert-level Istio service mesh management, traffic control, security, and observability for Kubernetes
data-pipeline-builder
onewave-ai/claude-skills
Designs and builds ETL/ELT data pipelines. Takes data sources, destination, transformation requirements. Generates pipeline code (Python/SQL), scheduling config, error handling, monitoring setup, and data quality checks. Outputs data-pipeline-spec.md + implementation files.
182-java-observability-metrics-micrometer
jabrena/plinth
Use when you need to implement or improve Java metrics observability with Micrometer — including meter design, naming/tag conventions, cardinality control, timers/counters/gauges/distribution summaries, percentiles/histograms, Actuator/Prometheus integration, and metrics validation through tests. This should trigger for requests such as Improve metrics; Apply Micrometer; Add metrics observability; Refactor Micrometer instrumentation; Add Micrometer timers counters or gauges to Java services. Part of Plinth Toolkit
python-logging-strategist
jorgealves/agent_skills
Design structured logging systems with context propagation. Use to ensure Python applications are observable and logs are machine-readable.
runbook-generator
onewave-ai/claude-skills
Generates comprehensive operational runbooks for any system or process. Reads codebase, infrastructure config, and deployment scripts to produce structured runbook.md files formatted for on-call engineers. Use when you need operations documentation, incident response guides, deployment procedures, or disaster recovery plans.
ahrefs-python
ahrefs/ahrefs-api-skills
Manages Ahrefs API usage in Python using `ahrefs-python` library. Use when working with SEO / marketing related tasks or with data including backlinks, keywords, domain ratings, organic traffic, site audits, rank tracking, brand monitoring, web analytics (page views, visitors, traffic sources, referrers, devices), and project management (keyword lists, competitors, custom prompts). Covers `ahrefs-python` usage including AhrefsClient / AsyncAhrefsClient, typed request/response models, error handling, and all API sections including free public endpoints that work without an API key. Trigger this skill whenever the user mentions Ahrefs, ahrefs-python, or any SEO data retrieval task in Python.
elk-stack
bagelhole/devops-security-agent-skills
Deploy and manage the ELK Stack (Elasticsearch, Logstash, Kibana) for log aggregation and analysis. Configure log pipelines, create visualizations, and implement log-based monitoring. Use when centralizing logs, implementing search functionality, or building log analytics platforms.
monitoring-and-alerting
rampstackco/claude-skills
Design and run a monitoring system for a website or web app. Use this skill when setting up uptime checks, defining SLOs, configuring error tracking, choosing what to alert on, designing on-call rotations, or fixing alert fatigue. Triggers on monitoring, alerts, uptime, SLO, SLA, error rate, on-call, pager, alert fatigue, observability, dashboards, what should we monitor. Also triggers when an incident reveals a gap in monitoring.
signal-monitoring
guia-matthieu/clawfu-skills
Track buying signals like funding announcements, job postings, tech changes, and company news to identify sales-ready prospects
monitoring-observability
rohitg00/awesome-claude-code-toolkit
Monitoring and observability with OpenTelemetry, Prometheus, Grafana dashboards, and structured logging
launch-runbook
rampstackco/claude-skills
Plan and execute a launch runbook covering pre-launch verification, go-live procedures, DNS cutover, post-launch monitoring, and rollback procedures. Use this skill whenever the user is preparing to launch a website or product, planning a DNS cutover, building a go-live checklist, or executing a launch day. Triggers on launch runbook, go-live, launch day, DNS cutover, deploy to production, site launch, product launch, cutover plan, launch checklist, deployment procedure. Also triggers when a launch is approaching and the team needs structured coordination, even if 'runbook' is not explicitly stated.
building-ransomware-playbook-with-cisa-framework
mukul975/anthropic-cybersecurity-skills
Builds a structured ransomware incident response playbook aligned with
agent-observability-replay-trace
datadog-labs/agent-skills
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task-status
aaaaqwq/agi-super-team
Send short status descriptions in chat for long-running tasks. Use when you need to provide periodic updates during multi-step operations, confirm task completion, or notify of failures. Includes automated periodic monitoring that sends updates every 5 seconds, status message templates, and a helper function for consistent status reporting.
dt-obs-ios
dynatrace/dynatrace-for-ai
Set up the Dynatrace iOS SDK (OneAgent) in an iOS project using Swift Package Manager. Automates adding the SPM dependency, creating a Dynatrace.plist configuration file, adding the import statement, adding privacy opt-in code, and building the project. Use this skill when the user wants to integrate, install, add, or set up Dynatrace monitoring in their iOS app. Keywords: Dynatrace, iOS, SDK, OneAgent, setup, install, integrate, SPM, Swift Package Manager, Info.plist, DTXApplicationID, DTXBeaconURL, mobile monitoring, RUM.
fedramp-compliance
bagelhole/devops-security-agent-skills
Implement FedRAMP requirements for federal cloud services. Configure NIST 800-53 controls and continuous monitoring. Use when providing cloud services to US federal agencies.
databricks-unity-catalog
databricks/databricks-agent-skills
Unity Catalog governance, access control, and observability. Use to grant or revoke access (GRANT/REVOKE), reason about the privilege model and ownership, set up row-level security and column masks, create external locations and storage credentials, define catalogs/schemas/tables/volumes, answer \"who can read this table\", and query system tables (audit, lineage, billing) or work with volume files in /Volumes/.