OpenTelemetry

Write, review, and migrate Supabase logs queries against the ClickHouse-backed logs table (the logs.all.otel analytics endpoint).

supabase/supabase

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

langfuse/langfuse

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

kitlangton/motel

Run a live-instance verification of traceway-cli that goes beyond the Go smoke suite — exercises real-data detail endpoints, TTY-default rendering, adaptive metric-name discovery, and emits a…

tracewayapp/traceway

Build, migrate, debug, and maintain Asupersync. An agent skill from Dicklesworthstone/asupersync.

Dicklesworthstone/asupersync

Orchestrates Aspire distributed applications using the Aspire CLI for running, debugging, and managing distributed apps.

microsoft/aspire.dev

Guides contributors through the Elastic Common Schema (ECS) RFC (Proposal) process: template sections, target maturity (alpha/beta), rfcs/text artifacts, and optional OTel mapping.

elastic/ecs

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

gotempsh/temps

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

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

alibaba/UnifiedModel

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

vivekchand/clawmetry

Check whether agent telemetry preserves measurement semantics.

roy-tong/AgentMeasure

Analyze and instrument repositories for Traceway observability.

tracewayapp/traceway

Drive the AuthEndpoints HTTP API via the in-repo test host (cookie sessions, Identity bearer, Simple JWT, CSRF, ReAuth).

madeyoga/AuthEndpoints

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

Jwuthri/Tracely-ai

ANALYSIS SKILL - Observe Aspire apps: logs, traces, metrics, resource state, telemetry export, browser telemetry, and the standalone dashboard.

CommunityToolkit/Aspire

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

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

dreamers-laboratory/agent-fleet-manager

Skill for identifying code smells and refactoring code using Clean Code, SOLID, and DRY principles.

fike/fastapi-blog

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

vivekchand/clawmetry

Idiomatic Go - package and interface design, error wrapping, table-driven tests, generics, the modern standard library (slices/maps/cmp/errors.Join), current syntax, and logging discipline.

inference-gateway/inference-gateway

Inspect local Aspire resource health, logs, traces, and browser telemetry.

exceptionless/Exceptionless

Evaluate and score agent behavior against a golden reference.

agentevals-dev/agentevals

Propose an improved version of a prompt registered in a self-hosted AgentX (AgentX-trace-eval) instance, using real low-rated evaluation results as evidence, then publish it as a new version once…

AgentX-ai/AgentX-Trace-Eval

Best-practices reference for preparing and instrumenting applications on Temps.

gotempsh/temps

Comprehensive backend development guide for Litefuse's Next.js 14/tRPC/Express/TypeScript monorepo.

litefuse/litefuse

Writes Terraform alerting policies for AI agents that emit OpenTelemetry metrics, covering reliability, cost, safety, security and quality signals on Google Cloud.

google/skills

Monitor hosts, Docker containers, Kubernetes clusters, database/queue/cache servers, and cloud-provider metrics with Pydantic Logfire — no application code required.

pydantic/skills

Full Sentry SDK setup for Elixir. An agent skill from getsentry/sentry-for-ai.

getsentry/sentry-for-ai

Guide for writing tests for the Aspire Dashboard. An agent skill from microsoft/aspire.

microsoft/aspire

Manage the self-hosted SigNoz observability stack in this GitOps repo.

qjoly/GitOps

Idiomatic Go concurrency - sync primitives, channel semantics, the select statement, and the standard channel patterns (cancellation/done-channel, fan-out/fan-in, pipeline, or-done, context…

inference-gateway/inference-gateway

Investigates distributed application performance using PostHog APM (OpenTelemetry span) data via MCP.

PostHog/posthog

Optional credential-free Hermes integration checks using an explicit loopback model provider and local telemetry receivers.

grafana/agento11y

Adds Pydantic Logfire tracing, logging and metrics to Python, JavaScript or TypeScript and Rust projects, with the correct setup order and library extras.

basicmachines-co/basic-memory

Launch and drive a local reference Claude apps gateway (claude gateway + Dex + Postgres) to probe, capture, or re-verify the login / managed-settings / OTLP-telemetry wire protocol that shunt's…

pleaseai/shunt

A skill your agent uses when the user wants to analyze agent telemetry traces to find bugs and get fix recommendations — walks through exporting traces from a local or remote watsonx Orchestrate…

IBM/ibm-watsonx-orchestrate-adk

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

Skill for Extreme Programming (XP) practices and Test-Driven Development (TDD).

fike/fastapi-blog

Build custom OpenTelemetry Collector distributions with OCB (OpenTelemetry Collector Builder).

ollygarden/opentelemetry-agent-skills

Review a Go design spec before implementation begins - dispatch a subagent that checks a design doc for completeness, consistency, and idiomatic Go (simplicity, small consumer-defined interfaces…

inference-gateway/inference-gateway

How Kopiur does strongly-typed, actionable error handling and end-to-end testing.

home-operations/kopiur

当需要为 funboost 创建 Consumer 或 Publisher 的 Mixin 扩展类时使用。触发场景：添加监控、熔断、限流、链路追踪等横切关注点，编写自定义前置/后置处理钩子。关键词：mixin, consumeroverridecls, publisheroverridecls, ConsumerMixin, 自定义消费者, hook, 拦截器, 熔断器, 监控…

ydf0509/funboost

Inspect and debug live streaming agent sessions to understand what the agent did.

agentevals-dev/agentevals

OpenTelemetry in Go — SDK setup, API surface, breaking changes, contrib instrumentation libraries (otelhttp, otelgrpc, otelmongo), compile-time zero-code instrumentation (otelc), and performance…

ollygarden/opentelemetry-agent-skills

Run, watch, debug, extend, or explain OpenClaw qa-lab and qa-channel scenarios, artifacts, and live lanes.

openclaw/openclaw

Real-time observability for OpenClaw agents — local dashboard + optional encrypted cloud sync.

vivekchand/clawmetry