Agent Skills › PrimeIntellect-ai/prime-rl › training

training

GitHub

用于启动和监控强化学习及监督微调训练任务，涵盖运行启动、日志监控、指标检查及安全重启等操作。

skills/training/SKILL.md PrimeIntellect-ai/prime-rl

触发场景

启动 RL/SFT 训练任务监控训练进程与日志调试训练异常

安装

npx skills add PrimeIntellect-ai/prime-rl --skill training -g -y

更多选项

不安装直接使用

npx skills use PrimeIntellect-ai/prime-rl@training

指定 Agent (Claude Code)

npx skills add PrimeIntellect-ai/prime-rl --skill training -a claude-code -g -y

安装 repo 全部 skill

npx skills add PrimeIntellect-ai/prime-rl --all -g -y

预览 repo 内 skill

npx skills add PrimeIntellect-ai/prime-rl --list

SKILL.md

Frontmatter

{
    "name": "training",
    "description": "Launch and monitor prime-rl training runs. Use when starting, supervising, or debugging an RL\/SFT run. Routes to `start-run` (entrypoints + how to launch) and `monitor-run` (logs, metrics, check-ins)."
}

Training

Two phases — start the run, then watch it.

Start a run — see start-run/SKILL.md for the rl, sft, and inference entrypoints and how to launch them (single-node, SLURM, dry-run).
Monitor a run — see monitor-run/SKILL.md for the runbook: how to find the output dir, what to tail, which metrics to watch, and how to restart safely.

Both subskills assume the configs skill for config-loading mechanics.