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Description

Full-stack observability for AI — starting with end-to-end RL post-training, expanding to Agent and inference engine monitoring.

Installation

This entry records only its repository, not the path inside it, so there is no exact command to give. Open the source below and copy the folder into ~/.claude/skills/, or the file into ~/.claude/agents/.

README

[English](README.md) | [中文](README_CN.md)

**AI Lens** is an open-source observability platform for AI agent training and production systems. It provides end-to-end visibility into reinforcement learning (RL) training pipelines — from experiment management and trajectory analysis to real-time service monitoring and trace exploration.

Features

Available Now — RL Training Observability

**Experiments**

  • Experiment List — All experiments at a glance with key metrics (pass rate, reward, token usage, iteration count)
  • Experiment Overview — Convergence curves, reward distributions, and efficiency metrics for a single experiment
  • Task Analysis — Per-language / per-category pass rates; identify weak tasks and training bottlenecks
  • Tool Analysis — Tool call quality, error patterns, and ac