DevOps & Cloud · Observability

Runs a metrics-first audit of a deployed Vercel project, gating investigations on real signals to produce ranked, citation-backed cost and performance recommendations.

vercel-labs/agent-skills

Enforces that every error in a service is captured to Sentry v8, with patterns for controllers, routes, cron jobs and database performance spans instead of console logging alone.

diet103/claude-code-infrastructure-showcase

Installs and configures Kubeshark on a Kubernetes cluster, choosing between the quick CLI path and a Helm install with custom values.

kubeshark/kubeshark

Syntax reference for KFL2, the CEL-based display filter language used to search Kubernetes network traffic captured by Kubeshark, loaded before any filter is written.

kubeshark/kubeshark

Installs, checks and troubleshoots the KubeSphere ServiceMesh extension (Istio, Kiali, Jaeger), including grayscale release, sidecar injection, topology and tracing issues.

kubesphere/kubesphere

Helps instrument a custom Python or TypeScript agent to record events for Failproof AI, verify what gets written, and run an evaluator worker that scores the runs.

FailproofAI/failproofai

Build or review Langfuse backend code. An agent skill from langfuse/langfuse.

langfuse/langfuse

Investigates past Kubernetes incidents from Kubeshark traffic snapshots: takes captures, dissects API calls, extracts PCAPs and compares traffic over time.

kubeshark/kubeshark

Installs and runs Crabwalk, a real-time monitor that shows an OpenClaw agent's activity as a graph on a web page you can open from another machine.

crabwise-ai/crabwalk

Routes every LLM call in a repository through the Caveman Cloud gateway in record mode, so requests and costs are measured without changing behavior.

JuliusBrussee/caveman

Designs and deploys Axiom dashboards through the API, choosing chart types and writing APL or metrics queries, with templates and migration notes for Splunk and Grafana.

openclaw/clawhub

Debug applications with motel, a local OpenTelemetry ingest and query server.

kitlangton/motel

A skill your agent uses when composing, adapting, or validating an Deep Researcher Agent workflow YAML under configs/ — selecting a shipped profile, enabling tools and datasourceregistry sources…

NVIDIA-AI-Blueprints/deep-researcher-agent

Queries live Prometheus metrics and manages Grafana dashboards as code for Happy's infrastructure, using the grafanactl CLI and the Grafana datasource proxy API.

slopus/happy

Finds unused data in Axiom by analyzing query patterns, then deploys a cost dashboard and ingest monitors to keep spend under the contract limit.

openclaw/clawhub

Manage, deploy, operate, and instrument applications with Temps.

gotempsh/temps

Walks through adding a new built-in evlog drain adapter for an observability platform: source, build config, exports, tests, docs and PR scope.

evloghq/evlog

Installs and configures the WizTelemetry Platform Service extension for KubeSphere, the shared API server behind its observability extensions.

kubesphere/kubesphere

Opt-in evidence-first causal diagnosis for bugs, browser or app/device failures, flaky behavior, and performance regressions.

CherryHQ/cherry-studio-app

Full Sentry SDK setup for Mini Programs — error monitoring, tracing, offline cache, source maps.

lizhiyao/sentry-miniapp

Add and verify lightweight macOS runtime telemetry. An agent skill from robinebers/openusage.

robinebers/openusage

Explores and queries OpenTelemetry metrics in Axiom MetricsDB, listing datasets, metrics and tags first and picking the right aggregation for each metric's type.

openclaw/clawhub

Checks status, tails logs, queries the task queue, and starts, stops or restarts the Pilot daemon running on a specific AWS EC2 instance over SSM.

qf-studio/pilot

Investigates a service incident to its root cause by querying a UModel object graph alongside metrics, logs, topology and recent deployments.

alibaba/UnifiedModel

Write a new library instrumentation end-to-end. An agent skill from DataDog/dd-trace-java.

DataDog/dd-trace-java

Guides adding a new built-in enricher to the evlog package, covering the source, tests, docs, README, a related skill and a changeset.

evloghq/evlog

Implement distributed tracing with Jaeger and Tempo to track requests across microservices and identify performance bottlenecks.

wshobson/agents

AWS Bedrock AgentCore comprehensive expert for deploying and managing AI agents at scale.

zxkane/aws-skills

Triage OpenSEO production errors in Cloudflare Workers Observability — verified query recipes, counting gotchas, and a known-noise filter list applied automatically.

every-app/open-seo

This skill should be used when the user asks to "add tracking", "add a PostHog event", "change telemetry consent", "instrument onboarding", "debug analytics", or changes telemetry.ts…

OpenHands/OpenHands

Agentforce session tracing extraction and analysis. An agent skill from Jaganpro/sf-skills.

Jaganpro/sf-skills

Give the human an off switch and a cost meter for the coding agents on this machine, using ClawMetry.

vivekchand/clawmetry

Build production-ready AI agent backends using the CloudBase Agent Python SDK — create agents with LangGraph/CrewAI/LlamaIndex, serve them via FastAPI with AG-UI protocol streaming +…

TencentCloudBase/CloudBase-AI-Toolkit

Correlates a Claude Code session's local transcript with a model router's production cloud logs to explain why a specific response rendered the way it did.

weave-os/router

Check whether agent telemetry preserves measurement semantics.

roy-tong/AgentMeasure

Add Temps analytics to React applications with comprehensive tracking capabilities including page views, custom events, scroll tracking, engagement monitoring, session recording, and Web Vitals…

gotempsh/temps

Analyze and instrument repositories for Traceway observability.

tracewayapp/traceway

Review code for correct logging and error handling patterns.

getsentry/toolkit

This skill should be used when the user wants to "set up tracing", "monitor my ADK agent", "configure logging", "add observability", "debug production traffic", or needs guidance on monitoring…

pifferologo/cloud-agents-cli

A skill your agent uses when adding Spring AI-specific model observations, token usage, latency, externally configured cost attribution, advisor telemetry, or protected prompt and completion logging.

rrezartprebreza/spring-boot-skills

PostHog AI Observability integration for LangChain (Python). An agent skill from Jwuthri/Tracely-ai.

Jwuthri/Tracely-ai

AWS cost optimization, monitoring, and operational excellence expert.

zxkane/aws-skills

Deploy, start, and update the Alibaba Cloud Observability MCP Server (阿里云可观测 MCP Server).

aliyun/alibabacloud-observability-mcp-server

Specifies how to instrument an opik-backend pipeline with per-stage OpenTelemetry metrics for throughput, latency, errors and queue delay by workspace.

comet-ml/opik

当任务需要创建、修改、扩展或重组阿里云 SLS 的 dashboard JSON 或可导入的大盘配置时使用；尤其适用于线上大盘、强对比的分析看板、已校验的查询包，或需要专业中文标签与指标定义的运维向大盘。

alibaba/loongsuite-pilot

Traces what the kernel is doing for a misbehaving pod using Inspektor Gadget's eBPF tools, tagged with namespace, pod, container and node, without changing workloads.

inspektor-gadget/inspektor-gadget

Operate an agentfleet fleet for large-scale periodic information gathering.

dreamers-laboratory/agent-fleet-manager

Read your own agent telemetry from ClawMetry (waste, progress, cost) and act on it before finishing a task.

vivekchand/clawmetry