BerriAI/lens

Letzte erfasste Quellaktivität: 8. Oktober 2026 um 23:55

SkillsMP-Katalog aktualisiert: 12. November 2026 um 12:52

gesammelte Skills: 1

GitHub-Stars: 21
GitHub-Forks: 7

Mit einem KI-Assistenten installieren

Diesen Prompt kopieren und in den verwendeten KI-Assistenten einfügen.

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

README des Repositorys

README-Quelldatei: README.md

README-Quelldatei lesen

Vollständige README anzeigen

<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>

README des Repositorys wird geladen…

Skills in diesem Repository

Klassifizierung ausstehend

Skill

Beruf

Beschreibung

Aktualisiert

url-state

nicht klassifiziert

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

Quellsprache: Englisch

2026-10-08

Es werden 1 von 1 gesammelten Skills angezeigt.