Auto-claude-code-research-in-sleep
只用 Markdown 寫的 skill，用於自動化機器學習研究。含跨模型審查迴圈、構想發掘與實驗自動化。不需框架。
★ 1.8 萬197 個 skill授權 MIT最近更新 2026-11-01
到 GitHub 看專案/semantic-scholar透過 Semantic Scholar API 搜尋已發表的期刊與會議論文（IEEE、ACM、Springer 等）。補足 /arxiv 的預印本，提供引用數、venue metadata 與 TLDR。找資料與看影片648/semantic-scholar-skills-codex透過 Semantic Scholar API 搜尋已發表的期刊與會議論文（IEEE、ACM、Springer 等）。補足 /arxiv 的預印本，提供引用數、venue metadata 與 TLDR。找資料與看影片648/paper-figureGenerate publication-quality figures and tables from experiment results. Use when user says \"画图\", \"作图\", \"generate figures\", \"paper figures\", or needs plots for a paper.做檔案646/paper-figure-skills-codex從實驗結果產生可發表等級的圖與表。論文需要繪圖時使用。視覺與設計646/paper-figure-skills-codex-claude-reviewGenerate publication-quality figures and tables from experiment results. Use when user says \"画图\", \"作图\", \"generate figures\", \"paper figures\", or needs plots for a paper.視覺與設計646/paper-figure-skills-codex-gemini-reviewGenerate publication-quality figures and tables from experiment results. Use when user says \"画图\", \"作图\", \"generate figures\", \"paper figures\", or needs plots for a paper.視覺與設計646/research-lit搜尋並分析研究論文、找相關工作、摘要重點。使用者要找論文、做文獻回顧，或需要理解學術論文時使用。找資料與看影片637/research-lit-skills-codex搜尋並分析研究論文、找相關工作、摘要重點。使用者要找論文、做文獻回顧，或需要理解學術論文時使用。找資料與看影片637/idea-discoveryWorkflow 1: Full idea discovery pipeline to go from a broad research direction to validated, pilot-tested ideas. Use when user says \"找idea全流程\", \"idea discovery pipeline\", \"从零开始找方向\", or wants the complete idea exploration workflow.想清楚要做什麼601/idea-discovery-skills-codexWorkflow 1: Full idea discovery pipeline to go from a broad research direction to validated, pilot-tested ideas. Use when user says \"找idea全流程\", \"idea discovery pipeline\", \"从零开始找方向\", or wants the complete idea exploration workflow.想清楚要做什麼601/idea-discovery-skills-codex-gemini-review工作流程 1：完整構想探索管線。串接 research-lit、idea-creator、novelty-check、research-review，從廣泛的研究方向找出經驗證且已試跑的構想。想清楚要做什麼601/idea-creatorGenerate and rank research ideas given a broad direction. Use when user says "找idea", "brainstorm ideas", "generate research ideas", "what can we work on", or wants to explore a research area for publishable directions.想清楚要做什麼599/idea-creator-skills-codex針對廣泛的研究方向產生並排序研究構想。使用者要腦力激盪、產生研究構想，或探索可發表的研究方向時使用。想清楚要做什麼599/idea-creator-skills-codex-gemini-review針對廣泛的研究方向產生並排序研究構想。使用者要腦力激盪、產生研究構想，或探索可發表的研究方向時使用。想清楚要做什麼599/auto-review-loop自主多輪研究審查迴圈。在 Copilot CLI 預設用原生 rubber-duck subagent，其他環境用 Codex，也可指定外部審查者。實作修正並重新審查，直到達成政策核准的結果。檢查與出貨589/auto-review-loop-skills-codex自主多輪研究審查迴圈。使用新的 Codex agent，或選定的 Gemini、Grok、Claude Code 審查者，實作修正並重新審查，直到評價正面或達到最大回合數。檢查與出貨589/auto-review-loop-skills-codex-claude-review自主多輪研究審查迴圈。透過 claude-review MCP 以 Claude Code 反覆審查、實作修正並重新審查，直到評價正面或達到最大回合數。檢查與出貨589/auto-review-loop-skills-codex-gemini-review自主多輪研究審查迴圈。透過 gemini-review MCP 以 Gemini 反覆審查、實作修正並重新審查，直到評價正面或達到最大回合數。檢查與出貨589/arxiv搜尋、下載並摘要 arXiv 學術論文。使用者要搜尋 arXiv、下載論文，或把 arXiv 論文存進本機論文庫時使用。找資料與看影片588/arxiv-skills-codex搜尋、下載並摘要 arXiv 學術論文。使用者要搜尋 arXiv、下載論文，或把 arXiv 論文存進本機論文庫時使用。找資料與看影片588/paper-writingWorkflow 3: Full paper writing pipeline that goes from a narrative report to a polished, submission-ready PDF. Use when user says \"写论文全流程\", \"write paper pipeline\", \"从报告到PDF\", \"paper writing\", or wants the complete paper generation workflow.寫東西給人看582/paper-writing-skills-codexWorkflow 3: Full paper writing pipeline that goes from a narrative report to a polished, submission-ready PDF. Use when user says \"写论文全流程\", \"write paper pipeline\", \"从报告到PDF\", \"paper writing\", or wants the complete paper generation workflow.寫東西給人看582/paper-writing-skills-codex-gemini-review工作流程 3：完整論文寫作管線。串接 paper-plan、paper-figure、paper-write、paper-compile、auto-paper-improvement-loop，從敘事報告產出可投稿的 PDF。寫東西給人看582/research-review由選定的審查者（預設 Codex，或 Gemini、Grok、Claude Code、手動）對研究做深入的批判性審查。使用者要審查研究或取得外部意見時使用。檢查與出貨582/research-review-skills-codex由新的 Codex agent，或選定的 Gemini、Grok、Claude Code 審查者，對研究做深入的批判性審查。使用者要審查研究或取得外部意見時使用。檢查與出貨582/research-review-skills-codex-claude-review透過 claude-review MCP，由 Claude 對研究做深入的批判性審查。使用者要審查研究或取得外部意見時使用。檢查與出貨582/research-review-skills-codex-gemini-review透過 gemini-review MCP，由 Gemini 對研究做深入的批判性審查。使用者要審查研究或取得外部意見時使用。檢查與出貨582/research-pipelineFull end-to-end research pipeline: from a broad research direction through idea discovery, experiments, and review all the way to a polished paper PDF. Use when user says \"全流程\", \"full pipeline\", \"从找idea到投稿\", \"end-to-end research\", or wants the complete autonomous research lifecycle.想清楚要做什麼581/research-pipeline-skills-codexFull end-to-end research pipeline: from a broad research direction through idea discovery, experiments, and review all the way to a polished paper PDF. Use when user says \"全流程\", \"full pipeline\", \"从找idea到投稿\", \"end-to-end research\", or wants the complete autonomous research lifecycle.想清楚要做什麼581/grant-proposalDraft a structured grant proposal from research ideas and literature. Supports KAKENHI (Japan), NSF (US), NSFC (China, including 面上/青年/优青/杰青/海外优青/重点), ERC (EU), DFG (Germany), SNSF (Switzerland), ARC (Australia), NWO (Netherlands), and generic formats. Use when user says \"write grant\", \"grant…寫東西給人看579/grant-proposal-skills-codexDraft a structured grant proposal from research ideas and literature. Supports KAKENHI (Japan), NSF (US), NSFC (China, including 面上/青年/优青/杰青/海外优青/重点), ERC (EU), DFG (Germany), SNSF (Switzerland), ARC (Australia), NWO (Netherlands), and generic formats. Use when user says \"write grant\", \"grant…寫東西給人看579/grant-proposal-skills-codex-gemini-reviewDraft a structured grant proposal from research ideas and literature. Supports KAKENHI (Japan), NSF (US), NSFC (China, including 面上/青年/优青/杰青/海外优青/重点), ERC (EU), DFG (Germany), SNSF (Switzerland), ARC (Australia), NWO (Netherlands), and generic formats. Use when user says \"write grant\", \"grant…寫東西給人看579/novelty-checkVerify research idea novelty against recent literature. Use when user says "查新", "novelty check", "有没有人做过", "check novelty", or wants to verify a research idea is novel before implementing.找資料與看影片576/novelty-check-skills-codex對照近期文獻驗證研究構想的新穎性。實作前要確認構想是否新穎時使用。找資料與看影片576/novelty-check-skills-codex-claude-reviewVerify research idea novelty against recent literature. Use when user says \"查新\", \"novelty check\", \"有没有人做过\", \"check novelty\", or wants to verify a research idea is novel before implementing.找資料與看影片576/novelty-check-skills-codex-gemini-reviewVerify research idea novelty against recent literature. Use when user says \"查新\", \"novelty check\", \"有没有人做过\", \"check novelty\", or wants to verify a research idea is novel before implementing.找資料與看影片576/pixel-artGenerate pixel art SVG illustrations for READMEs, docs, or slides. Use when user says "画像素图", "pixel art", "make an SVG illustration", "README hero image", or wants a cute visual.視覺與設計568/pixel-art-skills-codex為 README、文件或簡報產生像素風 SVG 插圖。需要可愛的視覺圖或 README 主視覺時使用。視覺與設計568/analyze-results分析 ML 實驗結果、計算統計數據，並產生比較表與洞察。使用者要分析或比較結果，或需要解讀實驗資料時使用。寫程式567/analyze-results-skills-codex分析 ML 實驗結果、計算統計數據，並產生比較表與洞察。使用者要分析或比較結果，或需要解讀實驗資料時使用。檢查與出貨567/experiment-plan把精煉後的研究提案或方法構想，轉成詳細、以主張為導向的實驗路線圖。用於 research-refine 之後，或需要消融矩陣、評估協議、執行順序與算力預算時。想清楚要做什麼565/experiment-plan-skills-codex把精煉後的研究提案或方法構想，轉成詳細、以主張為導向的實驗路線圖。用於 research-refine 之後，或需要消融矩陣、評估協議、執行順序與算力預算時。想清楚要做什麼565/auto-paper-improvement-loopAutonomously improve a generated paper via GPT-6-Astra xhigh review → implement fixes → recompile, for 2 rounds. Use when user says \"改论文\", \"improve paper\", \"论文润色循环\", \"auto improve\", or wants to iteratively polish a generated paper.寫東西給人看560/auto-paper-improvement-loop-skills-codexAutonomously improve a generated paper via GPT-6-Astra xhigh review → implement fixes → recompile, for 2 rounds. Use when user says \"改论文\", \"improve paper\", \"论文润色循环\", \"auto improve\", or wants to iteratively polish a generated paper.檢查與出貨560/auto-paper-improvement-loop-skills-codex-claude-reviewAutonomously improve a generated paper via Claude review through claude-review MCP → implement fixes → recompile, for 2 rounds. Use when user says \"改论文\", \"improve paper\", \"论文润色循环\", \"auto improve\", or wants to iteratively polish a generated paper.檢查與出貨560/auto-paper-improvement-loop-skills-codex-gemini-reviewAutonomously improve a generated paper via Gemini review through gemini-review MCP → implement fixes → recompile, for 2 rounds. Use when user says \"改论文\", \"improve paper\", \"论文润色循环\", \"auto improve\", or wants to iteratively polish a generated paper.檢查與出貨560/paper-writeDraft LaTeX paper section by section from an outline. Use when user says \"写论文\", \"write paper\", \"draft LaTeX\", \"开始写\", or wants to generate LaTeX content from a paper plan.寫東西給人看560/paper-write-skills-codex依大綱逐節草擬 LaTeX 論文。要從論文計畫產生 LaTeX 內容時使用。寫東西給人看560/paper-write-skills-codex-claude-reviewDraft LaTeX paper section by section from an outline. Use when user says \"写论文\", \"write paper\", \"draft LaTeX\", \"开始写\", or wants to generate LaTeX content from a paper plan.寫東西給人看560/paper-write-skills-codex-gemini-reviewDraft LaTeX paper section by section from an outline. Use when user says \"写论文\", \"write paper\", \"draft LaTeX\", \"开始写\", or wants to generate LaTeX content from a paper plan.寫東西給人看560/formula-derivationStructures and derives research formulas when the user wants to 推导公式, build a theory line, organize assumptions, turn scattered equations into a coherent derivation, or rewrite theory notes into a paper-ready formula document. Use when the derivation target is not yet fully fixed, the main object…科學研究552/formula-derivation-skills-codexStructures and derives research formulas when the user wants to 推导公式, build a theory line, organize assumptions, turn scattered equations into a coherent derivation, or rewrite theory notes into a paper-ready formula document. Use when the derivation target is not yet fully fixed, the main object…想清楚要做什麼552/research-refineTurn a vague research direction into a problem-anchored, elegant, frontier-aware, implementation-oriented method plan via iterative GPT-6-Astra review. Use when the user says "refine my approach", "帮我细化方案", "decompose this problem", "打磨idea", "refine research plan", "细化研究方案", or wants a concrete…想清楚要做什麼549/research-refine-skills-codex透過 GPT-6-Astra 反覆審查，把模糊的研究方向轉成以問題為錨、簡潔、掌握前沿、以實作為導向的方法計畫。想清楚要做什麼549/research-refine-skills-codex-claude-reviewTurn a vague research direction into a problem-anchored, elegant, frontier-aware, implementation-oriented method plan via iterative Claude review. Use when the user says \"refine my approach\", \"帮我细化方案\", \"decompose this problem\", \"打磨idea\", \"refine research plan\", \"细化研究方案\", or wants a…想清楚要做什麼549/research-refine-skills-codex-gemini-reviewTurn a vague research direction into a problem-anchored, elegant, frontier-aware, implementation-oriented method plan via iterative Gemini review. Use when the user says \"refine my approach\", \"帮我细化方案\", \"decompose this problem\", \"打磨idea\", \"refine research plan\", \"细化研究方案\", or wants a…想清楚要做什麼549/paper-planGenerate a structured paper outline from review conclusions and experiment results. Use when user says \"写大纲\", \"paper outline\", \"plan the paper\", \"论文规划\", or wants to create a paper plan before writing.想清楚要做什麼547/paper-plan-skills-codex依審查結論與實驗結果產生結構化的論文大綱。寫作前要建立論文計畫時使用。想清楚要做什麼547/paper-plan-skills-codex-claude-reviewGenerate a structured paper outline from review conclusions and experiment results. Use when user says \"写大纲\", \"paper outline\", \"plan the paper\", \"论文规划\", or wants to create a paper plan before writing.想清楚要做什麼547/paper-plan-skills-codex-gemini-reviewGenerate a structured paper outline from review conclusions and experiment results. Use when user says \"写大纲\", \"paper outline\", \"plan the paper\", \"论文规划\", or wants to create a paper plan before writing.想清楚要做什麼547/paper-illustrationGenerate publication-quality AI illustrations for academic papers using Gemini image generation. Creates architecture diagrams, method illustrations with Claude-supervised iterative refinement loop. Use when user says \"生成图表\", \"画架构图\", \"AI绘图\", \"paper illustration\", \"generate diagram\", or…做檔案546/paper-illustration-skills-codexGenerate publication-quality AI illustrations for academic papers using Gemini image generation. Creates architecture diagrams, method illustrations with Codex-supervised iterative refinement loop. Use when user says \"生成图表\", \"画架构图\", \"AI绘图\", \"paper illustration\", \"generate diagram\", or…視覺與設計546/run-experimentDeploy and run ML experiments on local, remote, Vast.ai, or Modal serverless GPU. Use when user says "run experiment", "deploy to server", "跑实验", or needs to launch training jobs.檢查與出貨542/run-experiment-skills-codex在本機或遠端 GPU 伺服器部署並執行 ML 實驗。使用者要執行實驗、部署到伺服器，或需要啟動訓練工作時使用。檢查與出貨542/paper-slidesGenerate conference presentation slides (beamer LaTeX → PDF + editable PPTX) from a compiled paper, with speaker notes and full talk script. Use when user says \"做PPT\", \"做幻灯片\", \"make slides\", \"conference talk\", \"presentation slides\", \"生成slides\", \"写演讲稿\", or wants beamer slides for a…做檔案540/paper-slides-skills-codexGenerate conference presentation slides (beamer LaTeX → PDF + editable PPTX) from a compiled paper, with speaker notes and full talk script. Use when user says \"做PPT\", \"做幻灯片\", \"make slides\", \"conference talk\", \"presentation slides\", \"生成slides\", \"写演讲稿\", or wants beamer slides for a…做檔案540/paper-slides-skills-codex-gemini-reviewGenerate conference presentation slides (beamer LaTeX → PDF + editable PPTX) from a compiled paper, with speaker notes and full talk script. Use when user says \"做PPT\", \"做幻灯片\", \"make slides\", \"conference talk\", \"presentation slides\", \"生成slides\", \"写演讲稿\", or wants beamer slides for a…做檔案540/monitor-experiment監控執行中的實驗、檢查進度並收集結果。使用者要查結果、問是否完成，或需要實驗輸出時使用。科學研究537/monitor-experiment-skills-codex監控執行中的實驗、檢查進度並收集結果。使用者要查結果、問是否完成，或需要實驗輸出時使用。檢查與出貨537/proof-writerWrites rigorous mathematical proofs for ML/AI theory. Use when asked to prove a theorem, lemma, proposition, or corollary, fill in missing proof steps, formalize a proof sketch, 补全证明, 写证明, 证明某个命题, or determine whether a claimed proof can actually be completed under the stated assumptions.寫東西給人看535/proof-writer-skills-codex為 ML/AI 理論撰寫嚴謹的數學證明。用於證明定理、引理、命題或推論，補全缺漏的證明步驟、形式化證明草稿，或判斷所稱的證明是否成立。科學研究535/paper-compileCompile LaTeX paper to PDF, fix errors, and verify output. Use when user says \"编译论文\", \"compile paper\", \"build PDF\", \"生成PDF\", or wants to compile LaTeX into a submission-ready PDF.做檔案529/paper-compile-skills-codex把 LaTeX 論文編譯成 PDF、修正錯誤並驗證輸出。要把 LaTeX 編譯成可投稿的 PDF 時使用。做檔案529/mermaid-diagram依使用者需求產生 Mermaid 圖。支援流程圖、循序圖、類別圖、ER 圖、甘特圖等多種圖表類型。做檔案526/mermaid-diagram-skills-codex依使用者需求產生 Mermaid 圖，把 .mmd 與 .md 檔存到 figures/ 並驗證語法。支援流程圖、循序圖、類別圖、ER 圖、甘特圖等多種圖表類型。視覺與設計526/patent-novelty-checkAssess patent novelty and non-obviousness against prior art. Use when user says \"专利查新\", \"patent novelty\", \"可专利性评估\", \"patentability check\", or wants to evaluate if an invention is patentable.找資料與看影片526/patent-novelty-check-skills-codexAssess patent novelty and non-obviousness against prior art. Use when user says \"专利查新\", \"patent novelty\", \"可专利性评估\", \"patentability check\", or wants to evaluate if an invention is patentable.找資料與看影片526/result-to-claim實驗完成後，判斷結果支持哪些主張、不支持哪些，以及還缺哪些證據。由 Codex MCP 對照預期主張評估結果，並導向下一步：轉向、補充或確認。檢查與出貨526/result-to-claim-skills-codex實驗完成後，判斷結果支持哪些主張、不支持哪些，以及還缺哪些證據。由次要 Codex agent 對照預期主張評估結果，並導向下一步：轉向、補充或確認。檢查與出貨526/ablation-planner主要結果通過 result-to-claim（claim_supported=yes 或 partial），且論文投稿需要消融實驗時使用。想清楚要做什麼525/ablation-planner-skills-codex主要結果通過 result-to-claim（claim_supported 為 yes 或 partial），且投稿需要消融實驗時使用。次要 Codex agent 以審稿者角度設計消融，本機執行者審查可行性並實作。想清楚要做什麼525/patent-pipelineFull patent drafting pipeline from invention description to jurisdiction-formatted filing documents. Supports CN (CNIPA), US (USPTO), EP (EPO). Supports invention patents and utility models. Use when user says \"写专利\", \"patent pipeline\", \"专利申请\", \"draft patent\", \"写权利要求书\", or wants to draft a…寫東西給人看524/patent-pipeline-skills-codexFull patent drafting pipeline from invention description to jurisdiction-formatted filing documents. Supports CN (CNIPA), US (USPTO), EP (EPO). Supports invention patents and utility models. Use when user says \"写专利\", \"patent pipeline\", \"专利申请\", \"draft patent\", \"写权利要求书\", or wants to draft a…寫東西給人看524/research-refine-pipelineRun an end-to-end workflow that chains `research-refine` and `experiment-plan`. Use when the user wants a one-shot pipeline from vague research direction to focused final proposal plus detailed experiment roadmap, or asks to "串起来", build a pipeline, do it end-to-end, or generate both the method and…想清楚要做什麼522/research-refine-pipeline-skills-codex執行串接 research-refine 與 experiment-plan 的端到端流程。想一次從模糊的研究方向，得到聚焦的最終提案與詳細的實驗路線圖時使用。想清楚要做什麼522/rebuttal工作流程 4：投稿反駁（rebuttal）管線。解析外部審稿意見、確保涵蓋與依據，並在會議篇幅限制內草擬安全的純文字反駁，再管理後續回合。寫東西給人看521/rebuttal-skills-codex工作流程 4：投稿反駁（rebuttal）管線。解析外部審稿意見、確保涵蓋與依據，並在會議篇幅限制內草擬安全的純文字反駁，再管理後續回合。寫東西給人看521/experiment-bridgeWorkflow 1.5: Bridge between idea discovery and auto review. Reads EXPERIMENT_PLAN.md, implements experiment code, deploys to GPU, collects initial results. Use when user says \"实现实验\", \"implement experiments\", \"bridge\", \"从计划到跑实验\", \"deploy the plan\", or has an experiment plan ready to…寫程式520/experiment-bridge-skills-codexWorkflow 1.5: Bridge between idea discovery and auto review. Reads EXPERIMENT_PLAN.md, implements experiment code, deploys to GPU, collects initial results. Use when user says \"实现实验\", \"implement experiments\", \"bridge\", \"从计划到跑实验\", \"deploy the plan\", or has an experiment plan ready to…寫程式520/idea-discovery-robotWorkflow 1 adaptation for robotics and embodied AI. Orchestrates robotics-aware literature survey, idea generation, novelty check, and critical review to go from a broad robotics direction to benchmark-grounded, simulation-first ideas. Use when user says \"robotics idea discovery\", \"机器人找idea\"…想清楚要做什麼520/idea-discovery-robot-skills-codex工作流程 1 的機器人與具身 AI 版本。串接文獻調查、構想產生、新穎性檢查與批判審查，從廣泛的機器人方向找出有基準依據、模擬優先的構想。想清楚要做什麼520/idea-discovery-robot-skills-codex-gemini-review工作流程 1 的機器人與具身 AI 版本。串接文獻調查、構想產生、新穎性檢查與批判審查，從廣泛的機器人方向找出有基準依據、模擬優先的構想。想清楚要做什麼520/paper-poster已棄用，由 /paper-poster-html 取代。只保留作為轉址，新海報請勿使用。做檔案517/paper-poster-skills-codex已棄用，由 /paper-poster-html 取代。只保留作為轉址，新海報請勿使用。做檔案517/auto-review-loop-llm使用任何相容 OpenAI 的 LLM API 的自主研究審查迴圈。可透過 llm-chat MCP server 或環境變數設定。檢查與出貨515/auto-review-loop-llm-skills-codex使用任何相容 OpenAI 的 LLM API 的自主研究審查迴圈。可透過 llm-chat MCP server 或環境變數設定。檢查與出貨515/citation-auditZero-context verification that every bibliographic entry in the paper is real, correctly attributed, and used in a context the cited paper actually supports — catching hallucinated authors, wrong years, fabricated venues, version mismatches, and wrong-context citations. Use when user says \"审查引用\"…檢查與出貨510/citation-audit-skills-codexZero-context verification that every bibliographic entry in the paper is real, correctly attributed, and used in a context the cited paper actually supports — catching hallucinated authors, wrong years, fabricated venues, version mismatches, and wrong-context citations. Use when user says \"审查引用\"…檢查與出貨510/auto-review-loop-minimax使用 MiniMax API 的自主多輪研究審查迴圈。想用 MiniMax 取代 Codex MCP 做外部審查時使用。檢查與出貨509/auto-review-loop-minimax-skills-codex使用 MiniMax API 的自主多輪研究審查迴圈。想用 MiniMax 取代 Codex MCP 做外部審查時使用。檢查與出貨509/dse-loop計算機架構與 EDA 的自主設計空間探索迴圈。執行程式、分析結果、調整參數並反覆迭代，直到達成目標或逾時。科學研究509/dse-loop-skills-codex計算機架構與 EDA 的自主設計空間探索迴圈。執行程式、分析結果、調整參數並反覆迭代，直到達成目標或逾時。檢查與出貨509/patent-reviewGet an external patent examiner review of a patent application. Use when user says \"专利审查\", \"patent review\", \"审查意见\", \"examiner review\", or wants critical feedback on patent claims and specification.檢查與出貨509/patent-review-skills-codexGet an external patent examiner review of a patent application. Use when user says \"专利审查\", \"patent review\", \"审查意见\", \"examiner review\", or wants critical feedback on patent claims and specification.檢查與出貨509/prior-art-searchSearch patent databases and academic literature for prior art relevant to an invention. Use when user says \"现有技术检索\", \"prior art search\", \"专利检索\", \"check patents\", or wants to find relevant prior art.找資料與看影片509/prior-art-search-skills-codexSearch patent databases and academic literature for prior art relevant to an invention. Use when user says \"现有技术检索\", \"prior art search\", \"专利检索\", \"check patents\", or wants to find relevant prior art.找資料與看影片509/feishu-notifySend notifications to Feishu/Lark. Internal utility used by other skills, or manually via /feishu-notify. Use when user says \"发飞书\", \"notify feishu\", or other skills need to send status updates.安全與環境設定507/feishu-notify-skills-codexSend notifications to Feishu/Lark. Internal utility used by other skills, or manually via /feishu-notify. Use when user says \"发飞书\", \"notify feishu\", or other skills need to send status updates.安全與環境設定507/claims-draftingDraft patent claims for an invention. Use when user says \"撰写权利要求\", \"draft claims\", \"写权利要求书\", \"claim drafting\", or wants to create patent claims. The core skill of the patent pipeline.寫東西給人看503/claims-drafting-skills-codexDraft patent claims for an invention. Use when user says \"撰写权利要求\", \"draft claims\", \"写权利要求书\", \"claim drafting\", or wants to create patent claims. The core skill of the patent pipeline.寫東西給人看503/training-check在目前的 Codex session 中互動式監控訓練指標，定期檢查 WandB 或備援 log，找出 NaN、發散、停滯與已損壞的執行。檢查與出貨500/training-check-skills訓練期間定期檢查 WandB 指標，及早發現 NaN、loss 發散與閒置 GPU 等問題，避免在壞掉的執行上浪費 GPU 時數。檢查與出貨500/research-wikiPersistent research knowledge base that accumulates papers, ideas, experiments, claims, and their relationships across the entire research lifecycle. Inspired by Karpathy's LLM Wiki pattern. Use when user says \"知识库\", \"research wiki\", \"add paper\", \"wiki query\", \"查知识库\", or wants to…記憶、交接與學習498/research-wiki-skills-codexPersistent research knowledge base that accumulates papers, ideas, experiments, claims, and their relationships across the entire research lifecycle. Inspired by Karpathy's LLM Wiki pattern. Use when user says \"知识库\", \"research wiki\", \"add paper\", \"wiki query\", \"查知识库\", or wants to…記憶、交接與學習498/deepxiv透過 DeepXiv 搜尋並逐層閱讀開放取用的學術論文。用於分層取得論文、章節級閱讀、熱門論文，或以 DeepXiv 檢索文獻。找資料與看影片496/deepxiv-skills-codex透過 DeepXiv 搜尋並逐層閱讀開放取用的學術論文。用於分層取得論文、章節級閱讀、熱門論文，或以 DeepXiv 檢索文獻。找資料與看影片496/proof-checkerRigorous mathematical proof verification and fixing workflow. Reads a LaTeX proof, identifies gaps via cross-model review (external reviewer backend, ultra reasoning), fixes each gap with full derivations, re-reviews, and generates an audit report. Use when user says "检查证明", "verify proof", "proof…檢查與出貨493/proof-checker-skills-codexRigorous mathematical proof verification and fixing workflow. Reads a LaTeX proof, identifies gaps via fresh-agent Codex GPT-6-Astra ultra review, fixes each gap with full derivations, re-reviews, and generates an audit report. Base review is same-family provisional. Use when user says "检查证明"…檢查與出貨493/system-profile對目標（script、行程、GPU、記憶體、interconnect）做效能剖析與分析。使用者要 profile、benchmark 或找瓶頸時使用。檢查與出貨493/system-profile-skills對目標（script、行程、GPU、記憶體、interconnect）做效能剖析與分析。使用者要 profile、benchmark 或找瓶頸時使用。檢查與出貨493/paper-claim-auditZero-context verification that every number, comparison, and scope claim in the paper matches raw result files. Uses a fresh cross-model reviewer with NO prior context to prevent confirmation bias. Use when user says \"审查论文数据\", \"check paper claims\", \"verify numbers\", \"论文数字核对\", or before…檢查與出貨492/paper-claim-audit-skills-codexZero-context verification that every number, comparison, and scope claim in the paper matches raw result files. Uses a fresh Codex reviewer with no prior context; base output is same-family provisional. Use when user says \"审查论文数据\", \"check paper claims\", \"verify numbers\", \"论文数字核对\", or before…檢查與出貨492/experiment-auditAudit experiment integrity before claiming results. Uses cross-model review (external reviewer backend) to check for fake ground truth, score normalization fraud, phantom results, and insufficient scope. Use when user says \"审计实验\", \"check experiment integrity\", \"audit results\", \"实验诚实度\", or…檢查與出貨487/experiment-audit-skills-codexAudit experiment integrity before claiming results. Uses fresh-agent GPT-6-Astra review (same-family provisional in the base Codex mirror) to check for fake ground truth, score normalization fraud, phantom results, and insufficient scope. Use when user says \"审计实验\", \"check experiment integrity\"…檢查與出貨487/invention-structuringStructure a raw invention idea into a formal invention disclosure. Use when user says \"构建发明\", \"structure invention\", \"发明构建\", \"invention disclosure\", or wants to formalize a rough idea into a patent-ready structure.想清楚要做什麼483/invention-structuring-skills-codexStructure a raw invention idea into a formal invention disclosure. Use when user says \"构建发明\", \"structure invention\", \"发明构建\", \"invention disclosure\", or wants to formalize a rough idea into a patent-ready structure.寫東西給人看483/serverless-modal在 Modal 上執行 GPU 工作負載：訓練、微調、推論、批次處理。零設定 serverless：免 SSH、免 Docker、自動縮減到零。安全與環境設定481/serverless-modal-skills-codex在 Modal 上執行 GPU 工作負載：訓練、微調、推論、批次處理。零設定 serverless：免 SSH、免 Docker、自動縮減到零。安全與環境設定481/embodiment-descriptionWrite detailed embodiment descriptions for patent specifications. Use when user says \"撰写实施例\", \"write embodiment\", \"实施例描述\", \"detailed description\", or wants to describe how to practice an invention.寫東西給人看480/embodiment-description-skills-codexWrite detailed embodiment descriptions for patent specifications. Use when user says \"撰写实施例\", \"write embodiment\", \"实施例描述\", \"detailed description\", or wants to describe how to practice an invention.寫東西給人看480/figure-descriptionProcess user-provided patent figures and generate formal drawing descriptions. Use when user says \"附图处理\", \"figure description\", \"附图说明\", \"drawings description\", or wants to describe patent figures with reference numerals.寫東西給人看480/figure-description-skills-codexProcess user-provided patent figures and generate formal drawing descriptions. Use when user says \"附图处理\", \"figure description\", \"附图说明\", \"drawings description\", or wants to describe patent figures with reference numerals.寫東西給人看480/alphaxiv用 AlphaXiv 為 LLM 優化的摘要，快速查閱單篇論文，並有分層的來源備援。使用者要解釋或摘要論文、貼上 arXiv/AlphaXiv URL 或 arXiv ID 時使用。不用於廣泛文獻搜尋。找資料與看影片479/alphaxiv-skills-codex用 AlphaXiv 為 LLM 優化的摘要，快速查閱單篇論文，並有分層的來源備援。使用者要解釋或摘要論文、貼上 arXiv/AlphaXiv URL 或 arXiv ID 時使用。不用於廣泛文獻搜尋。找資料與看影片479/specification-writingWrite the full patent specification from claims and invention disclosure. Use when user says \"撰写说明书\", \"write specification\", \"写说明书\", \"patent description\", or wants to draft the complete patent specification.寫東西給人看479/specification-writing-skillsWrite the full patent specification from claims and invention disclosure. Use when user says \"撰写说明书\", \"write specification\", \"写说明书\", \"patent description\", or wants to draft the complete patent specification.寫東西給人看479/figure-specGenerate deterministic publication-quality architecture, workflow, and pipeline diagrams from structured JSON (FigureSpec) into editable SVG. Use when user says \"架构图\", \"workflow 图\", \"pipeline 图\", \"确定性矢量图\", \"figure spec\", \"draw architecture\", or needs precise, editable, publication-ready…做檔案474/figure-spec-skills-codexGenerate deterministic publication-quality architecture, workflow, and pipeline diagrams from structured JSON (FigureSpec) into editable SVG. Use when user says \"架构图\", \"workflow 图\", \"pipeline 图\", \"确定性矢量图\", \"figure spec\", \"draw architecture\", or needs precise, editable, publication-ready…視覺與設計474/jurisdiction-formatCompile patent application into jurisdiction-specific filing format. Use when user says \"格式转换\", \"jurisdiction format\", \"国家格式\", \"compile patent\", or wants formatted patent documents for CN/US/EP filing.寫東西給人看474/jurisdiction-format-skills-codexCompile patent application into jurisdiction-specific filing format. Use when user says \"格式转换\", \"jurisdiction format\", \"国家格式\", \"compile patent\", or wants formatted patent documents for CN/US/EP filing.寫東西給人看474/meta-optimizeAnalyze ARIS usage logs and propose optimizations to SKILL.md files, reviewer prompts, and workflow defaults. Outer-loop harness optimization inspired by Meta-Harness (Lee et al., 2026). Use when user says \"优化技能\", \"meta optimize\", \"improve skills\", \"分析使用记录\", or wants to optimize ARIS's own…記憶、交接與學習474/meta-optimize-skills-codexAnalyze ARIS usage logs and propose optimizations to SKILL.md files, reviewer prompts, and workflow defaults. Outer-loop harness optimization inspired by Meta-Harness (Lee et al., 2026). Use when user says \"优化技能\", \"meta optimize\", \"improve skills\", \"分析使用记录\", or wants to optimize ARIS's own…記憶、交接與學習474/vast-gpu在 vast.ai 租用、管理並銷毀 GPU 執行個體。需要隨選 GPU 而不自備硬體時使用。安全與環境設定471/vast-gpu-skills在 vast.ai 租用、管理並銷毀 GPU 執行個體。需要隨選 GPU 而不自備硬體時使用。安全與環境設定471/writing-systems-papersParagraph-level structural blueprint for 10-12 page systems papers targeting OSDI, SOSP, ASPLOS, NSDI, and EuroSys. Provides page allocation, paragraph templates, and writing patterns. Use when user says \"写系统论文\", \"systems paper structure\", \"OSDI paper\", \"SOSP paper\", or wants fine-grained…寫東西給人看465/writing-systems-papers-skillsParagraph-level structural blueprint for 10-12 page systems papers targeting OSDI, SOSP, ASPLOS, NSDI, and EuroSys. Provides page allocation, paragraph templates, and writing patterns. Use when user says \"写系统论文\", \"systems paper structure\", \"OSDI paper\", \"SOSP paper\", or wants fine-grained…寫東西給人看465/exa-search透過 Exa 做 AI 網頁搜尋並擷取內容。需要 arXiv、Semantic Scholar 以外的廣泛網頁結果時使用。找資料與看影片461/exa-search-skills-codex透過 Exa 做 AI 網頁搜尋並擷取內容。需要 arXiv、Semantic Scholar 以外的廣泛網頁結果時使用。找資料與看影片461/experiment-queueSSH job queue for multi-seed/multi-config ML experiments with OOM-aware retry, stale-screen cleanup, and wave-transition race prevention. Use when user says "batch experiments", "队列实验", "run grid", "multi-seed sweep", "auto-chain experiments", or when /run-experiment is insufficient for 10+ jobs…寫程式460/experiment-queue-skills-codexSSH job queue for multi-seed/multi-config ML experiments with OOM-aware retry, stale-screen cleanup, and wave-transition race prevention. Use when user says "batch experiments", "队列实验", "run grid", "multi-seed sweep", "auto-chain experiments", or when /run-experiment is insufficient for 10+ jobs…檢查與出貨460/overleaf-syncTwo-way sync between a local paper directory and an Overleaf project, so ARIS audit/edit workflows stay on the local copy while collaborators edit in the Overleaf web UI. Use when user says \"同步 overleaf\", \"overleaf sync\", \"推送到 overleaf\", \"connect overleaf\", \"Overleaf 桥接\", \"pull…做檔案459/overleaf-sync-skills-codexTwo-way sync between a local paper directory and an Overleaf project, so ARIS audit/edit workflows stay on the local copy while collaborators edit in the Overleaf web UI. Use when user says \"同步 overleaf\", \"overleaf sync\", \"推送到 overleaf\", \"connect overleaf\", \"Overleaf 桥接\", \"pull…安全與環境設定459/paper-illustration-image2透過本機 Codex app-server bridge，用 Codex 原生生圖功能產生可發表等級的學術插圖。是 paper-illustration 的獨立實驗替代方案，給想用 GPT-image 風格渲染器的 Claude Code 使用者。做檔案457/paper-illustration-image2-skills-codex透過本機 Codex app-server bridge，用 Codex 原生生圖功能產生可發表等級的學術插圖。是 paper-illustration 的獨立實驗替代方案，給想用 GPT-image 風格渲染器的 Claude Code 使用者。視覺與設計457/qzcliManage GPU compute jobs on the Qizhi (启智) platform using qzcli — a kubectl-style CLI tool. Use when user says "qzcli", "启智平台", "submit job", "stop job", "查计算组", "avail", "list jobs", "batch submit", or needs to manage distributed training jobs on a Qizhi instance.安全與環境設定448/qzcli-skills-codexManage GPU compute jobs on the Qizhi (启智) platform using qzcli — a kubectl-style CLI tool. Use when user says "qzcli", "启智平台", "submit job", "stop job", "查计算组", "avail", "list jobs", "batch submit", or needs to manage distributed training jobs on a Qizhi instance.安全與環境設定448/openalex透過 OpenAlex API 搜尋學術論文，取得開放引用資料、機構隸屬與資助資訊。需要 arXiv、Semantic Scholar 以外更完整的學術 metadata 時使用。找資料與看影片447/openalex-skills-codex透過 OpenAlex API 搜尋學術論文，取得開放引用資料、機構隸屬與資助資訊。需要 arXiv、Semantic Scholar 以外更完整的學術 metadata 時使用。找資料與看影片447/kill-argument雙執行緒對抗式審查：新審查者寫出最強的 200 字拒稿備忘錄，第二位新審查者逐點為論文辯護，並找出仍未解決的關鍵問題。檢查與出貨439/kill-argument-skills-codex雙執行緒對抗式審查：新審查者寫出最強的 200 字拒稿備忘錄，第二位新審查者逐點為論文辯護，並找出仍未解決的關鍵問題。檢查與出貨439/paper-talkEnd-to-end conference talk pipeline: paper → slide outline → Beamer + PPTX → per-page polish → assurance checks (claim / citation / anonymity) → final export and report. Default-good for academic conference talks (NeurIPS / ICML / ICLR / VALSE / 投稿 talks). Trigger phrases: \"做 talk\", \"做 PPT…做檔案428/paper-talk-skills-codexEnd-to-end conference talk pipeline: paper → slide outline → Beamer + PPTX → per-page polish → assurance checks (claim / citation / anonymity) → final export and report. Default-good for academic conference talks (NeurIPS / ICML / ICLR / VALSE / 投稿 talks). Trigger phrases: \"做 talk\", \"做 PPT…做檔案428/gemini-search透過 Gemini 搜尋研究論文，做廣泛的文獻探索。想要 arXiv、Semantic Scholar 索引之外的 AI 文獻探索時使用。找資料與看影片426/gemini-search-skills-codex透過 Gemini 搜尋研究論文，做廣泛的文獻探索。想要 arXiv、Semantic Scholar 索引之外的 AI 文獻探索時使用。找資料與看影片426/slides-polish對學術演講投影片逐頁做 Codex 審查，並以 python-pptx 或 Beamer 做定向修正。用於 /paper-slides 或其他外部產生的 PPTX/Beamer 之後，做最終潤飾，如對齊視覺重量、放大 PPTX 字體到投影機可讀。做檔案426/slides-polish-skills對學術演講投影片逐頁做 Codex 審查，並以 python-pptx 或 Beamer 做定向修正。用於 /paper-slides 或其他外部產生的 PPTX/Beamer 之後，做最終潤飾，如對齊視覺重量、放大 PPTX 字體到投影機可讀。做檔案426/resubmit-pipelineWorkflow 5: orchestrate a text-only resubmit of a polished paper to a different venue under hard constraints (no new experiments, no bib edits, no framework changes, never overwrite prior submissions). Use when user says \"resubmit pipeline\", \"重投流程\", \"port paper to <new venue>\", \"resubmit to…寫東西給人看418/resubmit-pipeline-skills-codexWorkflow 5: orchestrate a text-only resubmit of a polished paper to a different venue under hard constraints (no new experiments, no bib edits, no framework changes, never overwrite prior submissions). Use when user says \"resubmit pipeline\", \"重投流程\", \"port paper to <new venue>\", \"resubmit to…寫東西給人看418/render-htmlRender an ARIS Markdown / JSON artifact (IDEA_REPORT, AUTO_REVIEW, KILL_ARGUMENT, PAPER_PLAN, research-wiki state, etc.) into a single-file HTML view designed for human reading. Use when the user says \"渲染 HTML\", \"出一份 HTML 报告\", \"render html\", \"make this readable\", \"export to html\", or…做檔案387/render-html-skills-codexRender an ARIS Markdown / JSON artifact (IDEA_REPORT, AUTO_REVIEW, KILL_ARGUMENT, PAPER_PLAN, research-wiki state, etc.) into a single-file HTML view designed for human reading. Use when the user says \"渲染 HTML\", \"出一份 HTML 报告\", \"render html\", \"make this readable\", \"export to html\", or…做檔案387/interview-cheatsheetGenerate a long-form Chinese interview-prep cheat sheet on a specific ML/LLM topic — formulas with derivations, from-scratch PyTorch code, comparison tables, and 25 高频面试题 (L1 必会 / L2 进阶 / L3 顶级 lab). Use when the user says '写面试 cheat sheet', '写一份 X 教程', '帮我准备 Y 面试题', '出一份 X 速查', or wants a 600-1000…寫東西給人看378/interview-cheatsheet-skills-codexGenerate a long-form Chinese interview-prep cheat sheet on a specific ML/LLM topic — formulas with derivations, from-scratch PyTorch code, comparison tables, and 25 高频面试题 (L1 必会 / L2 进阶 / L3 顶级 lab). Use when the user says '写面试 cheat sheet', '写一份 X 教程', '帮我准备 Y 面试题', '出一份 X 速查', or wants a 600-1000…寫東西給人看378/comm-lit-review通訊領域的文獻回顧，採 Claude 式知識庫優先檢索。用於無線、網路、衛星/NTN、Wi-Fi、行動通訊、傳輸協定、壅塞控制、路由、排程、MAC/PHY 等主題。找資料與看影片367/comm-lit-review-skills-codex通訊領域的文獻回顧，採 Claude 式知識庫優先檢索。用於無線、網路、衛星/NTN、Wi-Fi、行動通訊、傳輸協定、壅塞控制、路由、排程、MAC/PHY 等主題。找資料與看影片367/wiki-enrichFill in the per-paper TODO sections of research-wiki/papers/<slug>.md pages that literature-ingest skills leave as bare scaffolds. Use when user says 'enrich wiki', 'fill paper TODOs', 'wiki body 補完', '把 paper 摘要寫進 wiki', 'research-wiki 自動填', or after a batch ingest that left papers/ as TODO…記憶、交接與學習353/wiki-enrich-skillsFill in the per-paper TODO sections of research-wiki/papers/<slug>.md pages that literature-ingest skills leave as bare scaffolds. Use when user says 'enrich wiki', 'fill paper TODOs', 'wiki body 補完', '把 paper 摘要寫進 wiki', 'research-wiki 自動填', or after a batch ingest that left papers/ as TODO…記憶、交接與學習353/meta-apply特權套用者，負責落地使用者已核准的 meta-optimize 與 corpus-audit 修補。它是唯一獲准依自我修改提案變更 skill 語料庫的 skill，落地時需跨模型陪審與人工核准。記憶、交接與學習349/meta-apply-skills-codexPrivileged applier that LANDS meta-optimize / corpus-audit patches the user approved, with a fresh landing review and human approval. Base Codex review is same-family provisional. Use when the user says \"meta apply\", \"/meta-apply\", \"land the staged patches\", \"应用优化\", after a /meta-optimize…記憶、交接與學習349/paper-poster-htmlDEFAULT poster pipeline — build an academic conference poster (ICML/NeurIPS/ICLR/CVPR/...) as a single HTML/CSS file with measurement-driven hard gates, real paper figures, a two-hue design-token system, and print-ready PDF via headless Chromium. Use when the user says \"做海报\", \"poster\"…做檔案330/paper-poster-html-skills-codexDEFAULT poster pipeline — build an academic conference poster (ICML/NeurIPS/ICLR/CVPR/...) as a single HTML/CSS file with measurement-driven hard gates, real paper figures, a two-hue design-token system, and print-ready PDF via headless Chromium. Use when the user says \"做海报\", \"poster\"…做檔案330/paper-poster-html-skills-codex-gemini-reviewDEFAULT poster pipeline — build an academic conference poster (ICML/NeurIPS/ICLR/CVPR/...) as a single HTML/CSS file with measurement-driven hard gates, real paper figures, a two-hue design-token system, and print-ready PDF via headless Chromium. Use when the user says \"做海报\", \"poster\"…做檔案330/integrity-forensics對論文執行 Anti-Autoresearch 完整性鑑識掃描：建立證據帳本，由 GPT 稽核員提出發現，再由純規則報告者列出每項提案。經 SHA 固定的精簡啟動器執行，並把結論轉成型別化政策。檢查與出貨295/integrity-forensics-skills-codex對論文執行 Anti-Autoresearch 完整性鑑識的確定性部分（數值核心加純規則報告者），經 SHA 固定的精簡啟動器執行，再把結論轉成型別化政策閘門（BLOCK/WARN/NO_NEW_BLOCKER）與只增不減的義務帳本。檢查與出貨295/web-debug-search搜尋 GitHub、Stack Exchange、中文技術社群、官方文件與一般開發者網路來源，找軟體錯誤、相容性問題、API 用法與實務解法。只用於除錯與探索，結果不能當論文引用證據。找資料與看影片277/web-debug-search-skills搜尋 GitHub、Stack Exchange、中文技術社群、官方文件與一般開發者網路來源，找軟體錯誤、相容性問題、API 用法與實務解法。只用於除錯與探索，結果不能當論文引用證據。找資料與看影片277/proof-orchestrator管理有狀態、以執行目錄為基礎的證明專案：跨次執行延續、執行內來源記錄、本機嘗試停滯時的手動 GPT Pro 交接包，以及僅作額外佐證的選用 DeepSeek 第二意見。科學研究228/proof-orchestrator-skills-codex以 Codex 管理有狀態、以執行目錄為基礎的證明專案：跨次執行延續、執行內來源記錄、本機嘗試停滯時的手動 GPT Pro 交接包，以及僅作額外佐證的選用 DeepSeek 第二意見。科學研究228/research-implement-feature從「幫我實作 X」的簡單請求建出可運作的成品：先做端到端可執行的骨架，再每階一個功能。每個未明確的決策，先寫入假設帳本再寫相依程式碼，並以跨模型掃描找出漏網者。寫程式108/research-implement-feature-skills-codex從「幫我實作 X」的簡單請求建出可運作的成品：先做端到端可執行的骨架，再每階一個功能。每個未明確的決策，先寫入假設帳本再寫相依程式碼，並以掃描找出未宣告而漏掉的決策。寫程式108/lean-formalize在 Lean 中發展並驗證數學證明、延續未完成的 Lean 專案，或稽核其是否證明了原始命題。串接實際輸入與中間引理、組裝目標定理、檢查傳遞公理，並提供可重現的交接。科學研究71/lean-formalize-skills-codex在 Lean 中發展並驗證數學證明、延續未完成的 Lean 專案，或稽核其是否證明了原始命題。串接實際輸入與中間引理、組裝目標定理、檢查傳遞公理，並提供可重現的交接。科學研究71/citation-crosscheck雙盲書目交叉檢查：一個 agent 從本機 .bib 逐字擷取每筆引用，第二個在看不到 .bib 的情況下從網路重新取得同篇論文的紀錄，第三個逐欄比對差異。檢查與出貨40/citation-crosscheck-skills-codex有條件的雙盲書目交叉檢查：主機能隔離網路 agent 時為雙盲，無法證明隔離時僅為旗標式啟發法。一個 agent 從本機 .bib 逐字擷取每筆引用，第二個獨立重新取得同篇論文的紀錄。檢查與出貨40/firecrawl-search透過 Firecrawl 做網頁搜尋與頁面擷取，回傳整頁 markdown。找資料與看影片24/firecrawl-search-skills-codex透過 Firecrawl 做網頁搜尋與頁面擷取，回傳整頁 markdown。找資料與看影片24/keenable-search透過 Keenable 做免金鑰的網頁搜尋與頁面擷取。想在不設定搜尋 API key 的情況下，取得 arXiv、Semantic Scholar 以外的廣泛網頁結果時使用。找資料與看影片24/keenable-search-skills-codex透過 Keenable 做免金鑰的網頁搜尋與頁面擷取。想在不設定搜尋 API key 的情況下，取得 arXiv、Semantic Scholar 以外的廣泛網頁結果時使用。找資料與看影片24沒有符合的 skill