Best observability skills, page 6

Analyze gh-aw OpenTelemetry traces from JSONL mirrors or OTLP backends.

github/gh-aw

Get RED metrics + service maps + frontend RUM + AI/LLM monitoring out of Grafana Cloud — Application Observability (tracesspanmetrics from OTel traces, p50/p95/p99 latency, exemplar-to-trace…

grafana/skills

Monitor LLMs and agentic apps: performance, token/cost, response quality, and workflow orchestration.

aspectrr/deer

Work on a repository's use of evlog with the evlog CLI. An agent skill from evloghq/evlog.

evloghq/evlog

当需要为 funboost 任务添加监控、链路追踪或告警时使用。触发场景：Prometheus 指标、OpenTelemetry 链路追踪、异常告警通知、周期额度限制、函数结果持久化。关键词：Prometheus, OpenTelemetry, OTel, 告警, 监控, metrics, tracing, AlertNotifier, PeriodicQuota。

ydf0509/funboost

A skill your agent uses for VSS live metrics, OpenTelemetry traces, pipeline bottlenecks, and metrics-panel troubleshooting.

open-edge-platform/edge-ai-libraries

Instrument a webapp to send useful telemetry data to Azure App Insights

github/awesome-copilot

A skill your agent uses when defining governance metrics, reading governance health snapshots, generating the governance dashboard, or understanding the governance data model.

Habitat-Thinking/ai-literacy-superpowers

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

sickn33/agentic-awesome-skills

Build a cloud, SLO, and incident-readiness register after intake.

sickn33/agentic-awesome-skills

Implements eBPF-based runtime observability and in-kernel enforcement in Kubernetes with Cilium Tetragon, monitoring process execution, file access, network connections, and syscalls, and blocking…

mukul975/Anthropic-Cybersecurity-Skills

Run a live EKS cluster cost efficiency assessment — analyze spending across 6 dimensions (compute efficiency, Spot/Graviton adoption, networking, storage, observability, idle resources), calculate a…

aws-samples/appmod-blueprints

Generate ARCHITECTURE.md at the repo root by scanning the code first, pre-filling layers/patterns/observability/deployment from observed signals, then asking only the genuine gaps.

alexandremendoncaalvaro/CorridorKey-Runtime

Search and read official Coralogix platform documentation using cx docs search and cx docs fetch.

coralogix/cx-cli

A skill your agent uses when adding a new infrastructure component (worker, scheduler, database, redis, ingress, observability) to the Aegis Stack framework itself, or adding a new variant axis…

lbedner/aegis-stack

Connect external tracing providers to Overmind, inspect connector health, review capability-boundary mappings and verify imported traces.

overmind-core/overmind

Idiomatic Golang error handling — creation, wrapping with %w, errors.Is/As, errors.Join, custom error types, sentinel errors, panic/recover, the single handling rule, structured logging with slog…

unxed/f4

Scan one OpenTelemetry component at pinned upstream versions and record the telemetry it emits (spans, metrics, logs) as change-point files under skills/otel-telemetry-emissions/.

ollygarden/opentelemetry-agent-skills

Design production-ready observability strategies combining metrics, logs, and traces.

alirezarezvani/claude-skills

Instrument browser/web apps with the Application Insights JavaScript SDK (@microsoft/applicationinsights-web).

microsoft/skills

Entry point for Pydantic Logfire — an observability, monitoring, and evals platform.

pydantic/skills

Designs, evaluates, and improves agentic harnesses for developer tools, assistants, workflow runtimes, copilots, and AI-powered products.

NateBJones-Projects/OB1

覆盖 Blade 的进程启动目录状态、跨异步上下文 cwd 隔离、共享 Vanilla Store、日志与运行环境观测、运行时包信息、Session ID、原生目录选择和项目注册。

echoVic/blade-code

Apply when creating, modifying, refactoring, debugging, testing, or reviewing TypeScript and Node.js code under bff/ in chat-gun.

HsienW/chat-gun

Step-by-step guide for adding a new observability/tracing provider to Agent Kernel.

yaalalabs/agent-kernel

Guidance for querying and interpreting Copilot and agentic workflow OpenTelemetry token and execution metrics.

dotnet/maui

Pre-production audit, hardening, and go-live checklists for FrontMCP servers.

agentfront/frontmcp

Instrument applications and infrastructure with OpenTelemetry for unified traces, metrics, and logs.

sickn33/agentic-awesome-skills

Implements eBPF-based security monitoring using Cilium Tetragon for real-time process execution tracking, network connection observability, file access auditing, and runtime enforcement.

mukul975/Anthropic-Cybersecurity-Skills

Foresight produces bounded forecasts with explicit uncertainty to guide decisions.

Hmbown/Wizards-of-the-Ghosts

Python observability patterns including structured logging, metrics, and distributed tracing.

wshobson/agents

Design privacy-aware observability for AI agents using traces, spans, structured events, metrics, cost attribution, dashboards, alerts, and investigation workflows.

seb1n/awesome-ai-agent-skills

A skill your agent uses when answering Scenario admin analytics questions about Creative Unit consumption, most-used models, usage by user or project, AI adoption observability, cached usage data…

scenario-labs/skills

Pre-production audit that scans a codebase for security, database, deployment, code quality, AI/LLM, dependency, frontend, and observability issues.

alirezarezvani/claude-skills

Monitoring, logging, and tracing implementation using OpenTelemetry as the unified standard.

ancoleman/ai-design-components

Configure security information and event management (SIEM) systems for threat detection, log aggregation, and compliance.

ancoleman/ai-design-components

Time-series database implementation for metrics, IoT, financial data, and observability backends.

ancoleman/ai-design-components

Search and filter Observability logs using ES|QL. An agent skill from aspectrr/deer.

aspectrr/deer

Answer questions about LLM and agentic-application behavior from data already ingested into Elastic: latency and error rate, token and cost utilization, response quality and guardrail events, and…

elastic/agent-skills

Onboard an application into Elastic Observability with the Elastic Distribution of OpenTelemetry (EDOT): route on language and runtime, detect and replace a classic Elastic APM agent, apply the…

elastic/agent-skills

This skill should be used when user asks about "GCloud logs", "Cloud Logging queries", "Google Cloud metrics", "GCP observability", "trace analysis", or "debugging production issues on GCP".

fcakyon/claude-codex-settings

Intent-based observability + traceability router across layers, boundaries, and signals.

first-fluke/oh-my-agent

Sentry error monitoring and performance tracing patterns for Next.js applications.

brianlovin/agent-config

Use file-based span/log export for AI consumption. An agent skill from forcedotcom/salesforcedx-vscode.

forcedotcom/salesforcedx-vscode

Grafana Loki log aggregation and LogQL query language. An agent skill from grafana/skills.

grafana/skills

Finds secrets, tokens, passwords, and API keys that can leak through generated serialization: Python dataclass repr and asdict, attrs, pydantic modeldump, NamedTuple, JavaScript JSON.stringify and…

getsentry/skills

Manages IT infrastructure, monitoring, incident response, and service reliability.

davila7/claude-code-templates

Investigate Overmind traces, sessions, task executions, quality regressions, errors, latency and instrumentation gaps.

overmind-core/overmind