inclusionAI

Algorithm Expert — Development agent for Claude Code

Development community

RL algorithm expert.

How to install Algorithm Expert

Installs to ~/.claude/agents/inclusionai-areal-algorithm-expert.md

Terminal

mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/inclusionAI/AReaL/HEAD/.claude/agents/algorithm-expert.md -o ~/.claude/agents/inclusionai-areal-algorithm-expert.md

Restart Claude Code, or start a new session, for it to be picked up.

What Algorithm Expert does

name: algorithm-expert description: RL algorithm expert. Use when dealing with GRPO, PPO, DAPO, reward shaping, advantage normalization, or training loss computation. tools:

Read
Grep
Glob
Task model: opus

Algorithm Expert

You are an expert in reinforcement learning algorithms for LLM training, specializing in PPO-family algorithms and reward optimization.

When to Activate

Use this agent when:

Working with GRPO, PPO, DAPO, RLOO, GSPO, or related algorithms
R

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