Best observability skills, page 9

Monitor this skill enables AI assistant to monitor and analyze cpu usage patterns within applications.

jeremylongshore/tons-of-skills-marketplace

Monitor use when you need to work with monitoring and observability.

jeremylongshore/tons-of-skills-marketplace

Monitor use when you need to work with monitoring and observability.

jeremylongshore/tons-of-skills-marketplace

Execute this skill automates the setup of distributed tracing for microservices.

jeremylongshore/tons-of-skills-marketplace

Execute use when setting up log aggregation solutions using ELK, Loki, or Splunk.

jeremylongshore/tons-of-skills-marketplace

A skill your agent uses when reviewing, designing, or modifying Java enterprise systems that may support intermediary services, hosting services, online platforms, marketplaces, content moderation…

jabrena/plinth

Make runtime behavior visible and diagnosable. An agent skill from BlackBeltTechnology/pi-agent-dashboard.

BlackBeltTechnology/pi-agent-dashboard

A skill your agent uses when adding logging, metrics, or instrumentation — structured Logger usage, telemetry handler attachment, Ecto/Phoenix telemetry events.

j-morgan6/elixir-phoenix-guide

Debug broken runtime/environments by checking logs and observability first, then code.

OutThisLife/brooklyn-skills

Design or improve observability for application and delivery flows: logs, metrics, traces, correlation, alerts, and operational diagnostics.

managedcode/Storage

Design, audit, and troubleshoot production monitoring and observability using user-impact checks, layered telemetry, USE/RED, SLI/SLO/SLA, error budgets, cardinality controls, actionable alerting…

AnastasiyaW/codex-claude-code-config

Deploy and manage the ELK Stack (Elasticsearch, Logstash, Kibana) for log aggregation and analysis.

BagelHole/DevOps-Security-Agent-Skills

Builds, configures, debugs, and optimizes AWS observability - operator-symptom questions and detecting Omni vs classic CloudWatch.

aws/agent-toolkit-for-aws

A skill your agent uses 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…

jabrena/plinth

A skill your agent uses when you need to implement or improve Java metrics observability with Micrometer — including meter design, naming/tag conventions, cardinality control…

jabrena/plinth

A skill your agent uses when you need to implement or improve distributed tracing with OpenTelemetry in Java — including trace/span modeling, context propagation, semantic conventions, span…

jabrena/plinth

Agent observability, evals, feedback, and experiments. An agent skill from BuilderIO/agent-native.

BuilderIO/agent-native

Train and optimize AI agents using Microsoft's Agent Lightning framework with reinforcement learning.

coco-research/coco

Observability and SRE expert. An agent skill from majiayu000/spellbook.

majiayu000/spellbook

A skill your agent uses when baseline NeMo Relay instrumentation exists and the user wants to configure or evaluate adaptive plugin behavior, including telemetry, state, adaptivehints…

NVIDIA/NeMo-Relay

A skill your agent uses when choosing or configuring NeMo Relay 0.6 or 0.7 observability through the built-in plugin, subscribers, or exporters, including raw ATOF events, ATIF trajectories…

NVIDIA/NeMo-Relay

Log querying, filtering, pattern analysis, and error rate calculation.

Dynatrace/dynatrace-for-ai

[omh] Tracking cost, tokens, latency, or service health: prepare an operations command-board for wrapper-safe token, cost, latency, run history, queue, failure-mode, external metric-provider, and…

rlaope/oh-my-hermes

[omh] Imminent production launch or release: evaluate release, deploy, security, observability, rollback, docs, and support readiness without claiming production access.

rlaope/oh-my-hermes

Observability patterns for Python applications. An agent skill from aiskillstore/marketplace.

aiskillstore/marketplace

ANALYSIS SKILL — Day-0 AKS design advice: Automatic vs Standard, networking, identity, observability, upgrades, node pools, autoscaling and Spot.

jonathan-vella/apex

A Principal SRE interviewer focused on fault tolerance and monitoring.

PrepLabsAI/InterviewMentor

Design backend architecture for implementation with API contracts, data model changes, service boundaries, security, and observability.

itseffi/agentic-os

A skill your agent uses when the user asks to "set up monitoring", "configure observability", "onboard new service", "create saved view", "set up notifications", "configure webhook", "set up Slack…

coralogix/cx-cli

This skill should be used when the user asks to "chat with AI", "ask Olly", "ask the agent", "send message to AI", "continue a chat", "follow up on chat", "get artifact", "download artifact", "list…

coralogix/cx-cli

Fleet skill observability with two views - health audits per-skill metrics and files/resolves issues in memory/issues/; analytics ranks the fleet by 7d runs, success rates, and anomaly flags.

aeonfun/aeon

A skill your agent uses when your agent or environment is broken — wrong answers, errors, timeouts, tool failures, or CLI issues.

aws/agent-toolkit-for-aws

This skill provides AWS cost optimization, monitoring, and operational best practices with integrated MCP servers for billing analysis, cost estimation, observability, and security assessment.

Microck/ordinary-claude-skills

DevOps knowledge reference covering Git workflows, testing strategies, DevSecOps, release pipeline orchestration (release.yml, multi-arch images, cosign integration), CI/CD pipelines, database…

telagod/code-abyss

Vercel Marketplace expert guidance — discovering, installing, and managing third-party integrations via the vercel integration CLI.

vercel/vercel-plugin

Hybrid fingerprint + LLM pipeline for bug classification, deduplication, and ticket generation.

petrkindlmann/qa-skills

Use production telemetry as INPUT to design new tests. An agent skill from petrkindlmann/qa-skills.

petrkindlmann/qa-skills

Scheduled probes that run CONTINUOUSLY after release. An agent skill from petrkindlmann/qa-skills.

petrkindlmann/qa-skills

Safe-release techniques DURING rollout: feature flags, progressive rollouts, canary analysis, guardrail metrics, production smoke tests, and synthetic users.

petrkindlmann/qa-skills

Add OpenTelemetry tracing to MATLAB code. An agent skill from matlab/matlab-agentic-toolkit.

matlab/matlab-agentic-toolkit

Build production-ready systems with stability patterns: circuit breakers, bulkheads, timeouts, and retry logic.

wondelai/skills

Logs AI thoughts and decisions for human observability. An agent skill from YougLin-dev/Aha-Loop.

YougLin-dev/Aha-Loop

Unity Catalog governance, access control, and observability.

databricks/databricks-agent-skills

Monitoring and observability patterns for Prometheus metrics, Grafana dashboards, Langfuse v4 LLM tracing (astype, scorecurrentspan, shouldexportspan, LangfuseMedia), and drift detection.

yonatangross/orchestkit

Analyze & debug GenAI/LLM apps: token cost & caching by prompt, model & provider; latency/errors; agent & tool loops/failures; conversations; guardrails; evaluations; OpenTelemetry/dt-evals setup.

Dynatrace/dynatrace-for-ai

A skill your agent uses when the user is deploying or operating the DOCA Argus Service — the packaged BlueField-side runtime-security container that watches the BlueField and attached host for…

NVIDIA/skills

Designs CI/CD pipelines, infrastructure, observability, and deployment strategy.

nWave-ai/nWave

A skill your agent uses when designing, auditing, refactoring, or explaining an agentic harness for any domain, especially when work must continue from a measured gap to verified completion.

AnastasiyaW/codex-claude-code-config