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We need to translate the given English text into Traditional Chinese. The text describes a skill for an agent, related to deep learning research exploration. We must preserve the name "ai-research-explore" if it appears, but it does not appear in the provided text. The text includes technical terms like "Rigor Explore", "skill slug", "SOTA", "current_research", "explore_outputs/", etc. We should keep those as is or translate appropriately? The instruction says "Preserve product names, protocol names, URLs, numbers, and technical terms." So technical terms like "Rigor Explore", "skill slug", "SOTA", "current_research", "explore_outputs/" should be preserved as they are. Also "README-first" might be a term. We need to translate the rest into Traditional Chinese. Let's break down the text: "Rigor Explore compatible skill slug for meaningful and potentially novel deep learning research candidates. Use when the researcher has chosen the task family, dataset, benchmark, evaluation method, provided SOTA references, and wants

RigorPilot 重現模式協調器，用於 README 優先的深度學習儲存庫重現。當使用者需要端到端、最小可信流程時使用，該流程會先讀取儲存庫，選擇最小的文件化推論或評估目標，協調資料攝取、設定、可信執行、可選的可信訓練、可選的儲存庫分析，以及可選的論文差距解決，強制執行保守的修補規則，記錄證據、假設、偏差與人類決策點，...

針對深度學習研究儲存庫的嚴謹分析與稽核唯讀技能。當使用者希望閱讀並理解儲存庫、檢查模型結構與訓練或推論入口點、審查配置與插入點，或標記可疑的實作模式，且不修改程式碼或執行大量作業時使用。不適用於主動指令執行、大規模重構、推測性程式碼調整或自動錯誤修正。

用於README優先的深度學習倉庫復現的Rigor Setup技能。當任務特別需要在README文檔化的倉庫上進行任何運行之前，準備保守的conda優先環境、檢查點和數據集路徑假設、緩存位置提示以及設置說明時使用。請勿用於倉庫掃描、完整編排、論文解讀、最終運行報告，或與特定復現目標無關的通用環境設置。

We need to translate the given text from English to Traditional Chinese. The text is a description of an agent skill named "explore-code". The instruction says to preserve the name "explore-code" if it appears in the source text. It does appear in the source text: "explore_outputs/" and "explore-code" is the name but not directly in the text? Actually the name is "explore-code" but the text mentions "explore_outputs/". The instruction says "Do not include the name unless it appears in the source text." The name "explore-code" does not appear in the source text; only "explore_outputs/" appears. So we should not add "explore-code" anywhere. We just translate the text inside <text>. Also preserve technical terms like LoRA, adapter layers, etc. No extra commentary. Let's translate carefully. Original: "Rigor Improve implementation leaf skill for auditable candidate implementation in deep learning research repositories. Use when the researcher explicitly authorizes exploratory work on an isolated branch or worktree to transplant

We need to translate the given text from English to Traditional Chinese. The text is a description of an agent skill named "explore-run". The instruction says to preserve the name "explore-run" if it appears in the source text. It appears in the text as "explore-run" in the first sentence? Actually the first sentence: "Rigor Improve / Rigor Explore run leaf skill for bounded exploratory evidence in deep learning research repositories." The name "explore-run" is not explicitly written as a separate word; it's part of "Rigor Explore run leaf skill". But the instruction says "Name to preserve: explore-run". So we need to preserve that exact string if it appears. It appears as "run" but not as "explore-run". However, the skill name is "explore-run" and it's referenced in the text as "Rigor Explore run leaf skill" which might be a concatenation. To be safe, we should preserve "explore-run" if it appears as a standalone term. It doesn't appear as "explore-run

We need to translate the given English text into Traditional Chinese. The instruction says: preserve product names, protocol names, URLs, numbers, and technical terms. Do not add claims, explanations, Markdown, bullets, links, labels, prefixes, or extra commentary. Also, do not include the name "minimal-run-and-audit" unless it appears in the source text. The source text does not include that name, so we just translate the text inside <text>. The text describes a skill for "Rigor Run" for deep learning repo reproduction. It specifies when to use and when not to use. We need to translate accurately, keeping technical terms like "README-first", "repro_outputs/", "patch notes", etc. Also "smoke test", "inference", "evaluation", "training execution", "initial repo intake", "generic environment setup", "paper lookup", "target selection", "hidden scientific-meaning changes", "end-to-end orchestration". We should use appropriate Traditional Chinese terms. Let's translate: "Rigor Run skill for READ

嚴謹論文上下文助手，用於以README為優先的深度學習儲存庫再現。僅在README與儲存庫檔案存在狹窄的再現關鍵缺口，且任務需從主要論文來源解析特定論文細節（如資料集分割、前處理、評估協議、檢查點映射或執行時期假設）並記錄衝突時使用。不適用於一般論文摘要、儲存庫掃描、環境設定、指令執行、僅標題論文查詢或...

用於README優先的深度學習倉庫復現的嚴謹導入助手。當任務明確為掃描倉庫、讀取README及常見專案文件、提取文檔中的指令、分類推論、評估與訓練候選項，並將最小可信復現計畫回傳至主協調器時使用。不適用於環境設置、資產下載、指令執行、最終報告、論文查詢或端到端協調。

我们要求翻译一段文本，目标语言是繁体中文。需要保留产品名、协议名、URL、数字、技术术语。不要添加声明、解释、Markdown、项目符号、链接、标签、前缀或额外评论。文本内容是关于一个名为"run-train"的agent skill的描述。注意：名称"run-train"要保留，但只在源文本中出现时才包含。源文本中第一句有"Rigor Train skill"，但名称是"run-train"，注意区分。实际上源文本中并没有直接出现"run-train"这个词，但目录项名称是"run-train"，要求保留名称，但翻译时只翻译<text>内的内容，且不要包含名称除非它出现在源文本中。源文本中没有"run-train"，所以翻译时不要添加。但注意第一句"Rigor Train skill"中的"Rigor Train"可能是一个技能名？但要求保留的是"run-train"，所以"Rigor Train"应该翻译？"Rigor"是严谨的意思，但可能是一个专

針對深度學習研究工作的嚴謹除錯/嚴謹審查技能。當使用者貼出追蹤回溯、終端錯誤、CUDA記憶體不足、檢查點載入失敗、形狀不匹配、NaN損失症狀或訓練失敗，並希望在進行任何修補前獲得保守診斷，且除錯修復與研究貢獻明確區分時使用。請勿用於大規模重構、推測性改編、自動探索性修補或一般性倉庫熟悉。