# 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. Use when this capability is needed.

- Skill: `tomevault-io/weights-biases-run-monitor` (Agent Skill, multi-file: 2 files)
- Install (CLI): `npx skillmds@latest add tomevault-io/weights-biases-run-monitor`
- Raw SKILL.md: https://api.skillmd.com/api/skills/tomevault-io/weights-biases-run-monitor/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Integrations & APIs
- Author: tomevault-io (https://skillmd.com/u/tomevault-io)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/tomevault-io/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/)

---
> Source: [agentskillexchange/skills](https://github.com/agentskillexchange/skills) — distributed by [TomeVault](https://tomevault.io).
<!-- tomevault:4.0:skill_md:2026-05-22 -->