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docs(skills): add AGL-SKILL technical report #654

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## ⚡ News

- [2026/10] Read our [AGL-SKILL: Coding Harnesses as Agentic Optimizers](report/agl-skill.pdf) technical report on using coding harnesses to optimize other agents across five benchmarks.
- [2026/09] We release [a new coding agent example based on an MoE model](https://microsoft.github.io/agent-lightning/stable/76-example-coding-agent-moe/). Pure RL improves Qwen3.5-35B-A3B on SWE-bench Verified from 47.8% to 61.6% after training it on only 1.8K training examples!
- [2026/08] [Agent Lightning Skill](https://github.com/microsoft/agent-lightning/tree/main/skills#agent-lightning-skill) is released. It helps a coding agent improve another AI agent against a benchmark.
- [2026/08] [Agent Lightning v1.0 technical report](https://arxiv.org/abs/2608.17528) is released!
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**Agent Lightning helps a coding agent improve another AI agent.** Give the coding agent an editable agent and a benchmark. It can then test changes to prompts, tools, workflows, models, and other settings. The goal is to improve quality, cost, speed, or reliability without breaking how the agent is used.

Read the technical report: [AGL-SKILL: Coding Harnesses as Agentic Optimizers](../report/agl-skill.pdf).

### Installation

Install the skill from this repository for Claude Code, Codex, or GitHub Copilot:
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