BerriAI/lens

最近记录的来源活动: 2026年10月8日 23:55

SkillsMP 收录数据更新: 2026年11月12日 12:52

已收集 skills: 1

GitHub 星标: 21
GitHub Forks: 7

用 AI 助手安装

复制这段 Prompt，发给你正在使用的 AI 助手。

Follow https://skillsmp.com/skill-install/prompt.md to install Agent Skills from https://github.com/BerriAI/lens.

仓库 README

仓库 README 来源：README.md

查看 README 源文件

展开完整 README

<div align="center"> <a href="https://github.com/BerriAI/lens"> <picture> <source media="(prefers-color-scheme: dark)" srcset="assets/lens-logo-dark.png"> <source media="(prefers-color-scheme: light)" srcset="assets/lens-logo-light.png"> <img alt="LiteLLM Lens" src="assets/lens-logo-light.png" width="35%"> </picture> </a> <h3>Self-improving agents, on your infrastructure.</h3> **[Start locally](deploy/lens/README.md#start-locally)** with Git and Docker, or **[Set it up for me](docs/setup-with-agent.md)** with your coding agent <details> <summary>Copy a setup prompt</summary> ```text Set up Lens for this project using https://github.com/BerriAI/lens/blob/main/docs/setup-with-agent.md. Inspect the existing project and deployment first. Reuse a working Lens installation if one exists; otherwise start standalone Lens with ClickHouse using the documented source quickstart. Ask only for consequential missing choices. Preserve configuration, data, secrets, and my agent's model connection. Connect this project's instrumentation and verify a real run by its trace ID, including its input, output, and tool calls. Report the Lens URL, changes made, and verification results without exposing credentials. ``` </details> <br> <img src="assets/lens-hero.gif" alt="Agent swarms flow through the LiteLLM gateway into one trace per run, and Lens loops what it learns back into your agents" width="100%"> <br><br> **Your agents run. Lens watches every run, finds what went wrong, and feeds it back.**<br> **The next run is better.** <br> [Early access](https://forms.gle/3GC1Ner4vjthGWi18)   ·   [Docs](deploy/lens/README.md)   ·   [Contributing](CONTRIBUTING.md)   ·   [Launch post](https://docs.litellm.ai/blog/litellm-lens-launch)   ·   [4K film](assets/lens-hero-4k.mp4) <br><br> <img src="assets/lens-traces.png" alt="Lens traces" width="100%"> <br><br> <img src="assets/lens-finding.png" alt="Lens finding" width="100%"> <br><br> <img src="assets/lens-dataset.png" alt="Lens dataset" width="100%"> <br><br> <img src="assets/lens-mark.svg" alt="" width="72"> <br> **Run Lens on its own or open it inside LiteLLM.** Your traces stay in your own ClickHouse.<br> Point Claude Code or [Codex](docs/codex-cli.md) at them and let your agents improve your agents. <br> [Get started](deploy/lens/README.md) </div>

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skill

职业分类

描述

更新

url-state

未分类

Read or write dashboard URL query state (tabs, filters, pagination, deep links, demo flags) with nuqs instead of raw history or URLSearchParams

原文语言：英语

2026-10-08

已展示 1 / 1 个已收集 Skill。