Weights 技能编写
- 作者仓库星标 0
- 作者仓库 skills-registry
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
Source
<!-- tomevault:4.0:skill_md:2026-05-22 -->Source: agentskillexchange/skills — distributed by TomeVault.
- 流狐分类
- 写作
- 作者声明 Agent
- 未找到明确声明；不据此推断已兼容或已测试
- 静态检查
- 88 / 100 · 启发式扫描，不代表运行安全
- 作者 / 版本 / 许可
- @tomevault-io · 未声明 license
- 流狐 Token 估算
- 低消耗
- 流狐接入估算
- 即装即用
- 是否需要外部 API Key
- 未发现要求
- 检测到的系统要求
- 未声明
- 底层运行要求
- Python
- 检测到的文件与系统行为
-
- 只读
- 检测到的网络行为
- 允许外网请求
- 安装命令数
- 无（仅作为资料）
档案由构建时根据 SKILL.md 与安装命令自动衍生，可能与作者实际意图存在差异。
需要注意： 未限定 allowed-tools，默认拥有全部工具权限。
作者没有在当前 SKILL.md 中定义固定输出样例。Python, Weights & Biases SDK, Slack
Basic usage or getting-started notes: Monitoring & Usage Documentation Index
https://docs.wandb.ai/
Agent Skill Exchange Source: agentskillexchange/skills — distributed by TomeVault. <!-- tomevault:4.0:skillmd:2026-05-22 -->
# 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 -->作者原文负责流程事实；流狐只索引当前章节、要点、文件与命令。
章节 -> Prerequisites → Installation → Documentation → Source
要点 -> Uses the W&B Python SDK and Public API to stream live training metrics, system stats, and gradients from active runs. · --- > Source: [agentskillexchange/skills](https://github.com/agentskillexchange/skills) — distributed by [TomeVault](https://tomevault.io).
文件/命令 -> docs.wandb.ai/llms.txt · agentskillexchange.com/skills/wandb-run-monitor · agentskillexchange/skills · github.com/agentskillexchange/skills
内容 SHA-256 -> adf16527303c
原文结构
适用与边界
原文中的明确线索
docs.wandb.ai/llms.txt、agentskillexchange.com/skills/wandb-run-monitor、agentskillexchange/skills、github.com/agentskillexchange/skills