telemetry

仓库创建 2026年4月7日最近提交 21 天前SkillHot 收录 21 天前

▸ 精选理由

厂商中立、默认 OTel，便于统一 LLM 与应用埋点策略

这个 Skill 做什么

以 OpenTelemetry 为优先的可观测性指引与埋点方案

帮你把应用的可观测性补齐：埋点 traces/metrics/logs，把 GenAI/LLM 调用也纳入链路，最后把数据送到合适后端。适合新增监控、调查线上慢、或审计缺失埋点时使用。优先采用 OpenTelemetry/OTel 原生埋点并用 OTLP 导出，保持 vendor-neutral，不把数据锁在单一厂商里。

▸ 展开 SKILL.md 英文原文

Use when adding observability/telemetry to an app, instrumenting traces/metrics/logs, wiring LLM/agent tracing, choosing a monitoring vendor, or auditing an app for missing telemetry. Triggers — "add telemetry", "add observability", "instrument this", "tracing", "OpenTelemetry/OTel", "LLM observability", "LangChain tracing", "Phoenix/Langfuse/LangSmith", "Crashlytics/Sentry/mobile telemetry", "why is this slow in prod", "no visibility into". OpenTelemetry-first, vendor-neutral.

开发编程观测OpenTelemetry追踪通用

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给你的 Agent 一句话（通用）

帮我安装这个 skill：https://raw.githubusercontent.com/tyroneross/build-loop/main/skills/telemetry/SKILL.md

或 curl 直取 SKILL.md

curl -fsSL "https://raw.githubusercontent.com/tyroneross/build-loop/main/skills/telemetry/SKILL.md"

SKILL.MD 节选查看完整文件 ↗

<!-- SPDX-FileCopyrightText: 2025-2026 Tyrone Ross, Jr <46267523+tyroneross@users.noreply.github.com> | SPDX-License-Identifier: Apache-2.0 -->

# Telemetry — OpenTelemetry-first, vendor-neutral

**The rule:** default to **OpenTelemetry (OTel)**. Instrument with OTel SDKs + **GenAI semantic conventions**; export OTLP to whatever backend fits. Never lock telemetry to a single proprietary vendor, and **never roll your own tracing schema** — OTel conventions exist. This codifies the user's already-decided stack (`prefer-opentelemetry`); it is a default, not dogma — document an exception when a closed tool genuinely wins.

Canonical working exemplar in-tree: **`sample-observability-app/src/obser

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