# Weights & Biases Run Monitor

> Streams live training metrics, system stats, and gradients from active W&B runs, alerts on metric regressions, and posts summaries to Slack.

- Skill: `agentskillexchange/weights-biases-run-monitor` (Agent Skill)
- Install (CLI): `npx skillmds add agentskillexchange/weights-biases-run-monitor`
- Raw SKILL.md: https://api.skillmd.com/api/skills/agentskillexchange/weights-biases-run-monitor/raw
- Safety review: PASS (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Integrations & APIs, Data & Analytics, DevOps & Infra, Data Analysis, Monitoring & Observability
- Tags: Artifact Versioning, Ml Monitoring, Slack, Training Metrics, Wandb, Weights Biases
- Author: agentskillexchange (https://skillmd.com/u/agentskillexchange)
- Updated: 2026-08-22
- Page: https://skillmd.com/skills/agentskillexchange/weights-biases-run-monitor

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# Weights & Biases Run Monitor

Uses the W&B Python SDK and Public API to stream live training metrics, system stats, and gradients from active runs. Alerts on metric regressions by querying run history via wandb.Api().runs() and posts summaries to Slack. Supports artifact versioning and lineage tracking.

## Prerequisites

Python, Weights & Biases SDK, Slack

## Installation

Basic usage or getting-started notes:
- Monitoring & Usage
- Documentation Index
- Fetch the complete documentation index at: https://docs.wandb.ai/llms.txt

- Source: https://docs.wandb.ai/

## Documentation

- https://docs.wandb.ai/

## Source

- [Agent Skill Exchange](https://agentskillexchange.com/skills/wandb-run-monitor/)