> ## Documentation Index
> Fetch the complete documentation index at: https://kalarislabs.com/llms.txt
> Use this file to discover all available pages before exploring further.

# langsmith-observability — AI agent skill for ml inference and ops

> LLM observability platform for tracing, evaluation, and monitoring.

# `langsmith-observability`

> LLM observability platform for tracing, evaluation, and monitoring. Use when debugging LLM applications, evaluating model outputs against datasets, monitoring production systems, or building systematic testing pipelines for AI applications.

**Category:** [ml-inference-and-ops](/skills#ml-inference-and-ops) · **License:** MIT · **Version:** 1.0.0

## Install

```bash theme={null}
npx research-agent-skills install langsmith-observability
npx skills add KalarisLabs/research-agent-skills --skill langsmith-observability
```

## When to use it

LLM observability platform for tracing, evaluation, and monitoring. Use when debugging LLM applications, evaluating model outputs against datasets, monitoring production systems, or building systematic testing pipelines for AI applications.

## Full playbook

Read [SKILL.md](https://github.com/KalarisLabs/research-agent-skills/blob/main/skills/langsmith-observability/SKILL.md) for the complete workflow, references and any scripts. The agent installer copies the full skill folder.