# Slime Rl Training (agent skill)

> Slime Rl Training is an agent skill (a SKILL.md file) from Orchestra-Research/AI-Research-SKILLs. It provides guidance for LLM post-training with RL using slime, a Megatron+SGLang framework. It works with Claude Code, Codex, Cursor, Gemini CLI and OpenCode and has 13,315 GitHub stars across a repository of 5 listed skills.

Provides guidance for LLM post-training with RL using slime, a Megatron+SGLang framework. Use when training GLM models, implementing custom data generation workflows, or needing tight Megatron-LM integration for RL scaling. slime is an LLM post-training framework from Tsinghua's THUDM team, powering GLM-4.5, GLM-4.6, and GLM-4.7. It connects Megatron-LM for training with SGLang for high-throughput rollout generation.

## Key facts

| Fact | Value |
|---|---|
| Repository | https://github.com/Orchestra-Research/AI-Research-SKILLs |
| Skill path | 06-post-training/slime/SKILL.md |
| Skill name | slime-rl-training |
| GitHub stars | 13,315 |
| Installs on skills.sh | not listed |
| License | MIT |
| Skills in repo | 5 |
| Plugin marketplace | ai-research-skills |
| Official | no |
| Works with | Claude Code, Codex, Cursor, Gemini CLI, OpenCode |
| Category | Data & analysis |
| Last commit | Jun 16, 2026 |

## When it triggers

- Use when training GLM models, implementing custom data generation workflows, or needing tight Megatron-LM integration for RL scaling.

## Add this skill

### Claude Code

```sh
/plugin marketplace add Orchestra-Research/AI-Research-SKILLs
/plugin   # browse ai-research-skills and install the plugin that contains slime-rl-training
```

In the Claude apps, zip the skill folder and upload it under Customize > Skills > + > Upload a skill (code execution must be on).

### ChatGPT / Codex

```sh
git clone --depth 1 https://github.com/Orchestra-Research/AI-Research-SKILLs.git
cp -r AI-Research-SKILLs/06-post-training/slime .agents/skills/slime-rl-training   # repo; ~/.agents/skills for all projects
```

### Cursor

```sh
git clone --depth 1 https://github.com/Orchestra-Research/AI-Research-SKILLs.git
cp -r AI-Research-SKILLs/06-post-training/slime .cursor/skills/slime-rl-training   # project; ~/.cursor/skills for all projects
```

Sources (checked 2026-10-07): https://code.claude.com/docs/en/skills, https://support.claude.com/en/articles/12512180-using-skills-in-claude, https://learn.chatgpt.com/docs/build-skills, https://cursor.com/docs/context/skills

---

Canonical page: https://appsgit.com/skills/orchestra-research-slime-rl-training
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