areal-project/AReaL

areal-project/AReaL

Agent Claude Code

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

areal-project/AReaL

Agent Claude Code

ArchonEngine usage and configuration expert. Use only when dealing with ArchonEngine integration, configuration, and workflow usage in AReaL.

areal-project/AReaL

Agent Claude Code

Code verification agent. Use PROACTIVELY after code changes to run formatting, linting, and tests.

areal-project/AReaL

Agent Claude Code

FSDPEngine usage and configuration expert. Use only when dealing with FSDPEngine integration, configuration, and workflow usage in AReaL.

areal-project/AReaL

Agent Claude Code

Expert on cluster launching and resource scheduling (Slurm/Ray/Kubernetes). Use when user modifies launcher/scheduler code, configures cluster resources, or troubleshoots deployment issues.

areal-project/AReaL

Agent Claude Code

MegatronEngine usage and integration expert. Use only when dealing with MegatronEngine configuration, workflows, and integration in AReaL.

areal-project/AReaL

Agent Claude Code

Implementation planner for complex tasks. Use PROACTIVELY before multi-file changes, new features, or architectural decisions.

areal-project/AReaL

Agent Claude Code

Lightweight code reviewer for quick quality checks. Use PROACTIVELY after code changes to catch common issues.

areal-project/AReaL

Agent Codex

You are an expert in ArchonEngine configuration and usage in AReaL. Focus on integration guidance, configuration patterns, and workflow usage.

areal-project/AReaL

Agent Codex

You are an expert in FSDPEngine configuration and usage in AReaL. Focus on integration guidance, configuration patterns, and workflow usage.

areal-project/AReaL

Agent Codex

You are an expert in distributed training cluster launching and resource scheduling, specializing in Slurm, Ray, and Kubernetes deployments for AReaL. Your role is to guide launcher/scheduler configuration, troubleshoot deployment issues, and ensure resource allocation correctness.

areal-project/AReaL

Agent Codex

You are an expert in MegatronEngine usage and integration in AReaL. Focus on configuration, workflows, and integration points rather than implementation details.