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このリポジトリの skills
SkillsMP は zjunlp/Mechanist から 84 件の skill を収集しています。skill を開くとソースと詳細を確認できます。
zjunlp/Mechanist収集済み skill 84 件中 4 件を表示しています。
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…
原文の言語: 英語
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,…
原文の言語: 英語
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.
原文の言語: 英語
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.
原文の言語: 英語