菜单
这个仓库中的 skills
SkillsMP 已收集 zjunlp/Mechanist 中的 84 个 Skill。打开任一 Skill 可查看来源和详情。
zjunlp/Mechanist已展示 4 / 84 个已收集 Skill。
Turn a vague research direction into a problem-anchored, elegant, frontier-aware, implementation-oriented method plan via iterative external LLM review (llm-chat MCP). Use when the user says "refine my approach", "decompose this problem", "refine research…
原文语言：英语
Use when experiments complete to judge what claims the results support, what they don't, and what evidence is still missing. The external LLM reviewer (via llm-chat MCP) evaluates results against intended claims and routes to next action (pivot, supplement,…
原文语言：英语
Deploy and run ML experiments on local, remote, Vast.ai, or Modal serverless GPU. Use when user says "run experiment", "deploy to server", or needs to launch training jobs.
原文语言：英语
Periodically check WandB metrics during training to catch problems early (NaN, loss divergence, idle GPUs). Avoids wasting GPU hours on broken runs. Use when training is running and you want automated health checks.
原文语言：英语