Topic: autoresearch
101 skills in this topic.
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sibyl-supervisor
Sibyl 监督审查 agent - 独立第三方质量审查
Sibyl-Research-Team/AutoResearch-SibylSystem 225
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sibyl-theoretical
Sibyl 理论研究者 agent - 注重数学基础和理论保证的研究提案
Sibyl-Research-Team/AutoResearch-SibylSystem 225
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sibyl-strategist
Sibyl 战略顾问 agent - 从战略角度分析结果并建议下一步
Sibyl-Research-Team/AutoResearch-SibylSystem 225
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sibyl-synthesizer
Sibyl 综合决策者 agent - 综合多方观点生成最终研究提案
Sibyl-Research-Team/AutoResearch-SibylSystem 225
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sibyl-skeptic
Sibyl 怀疑论者 agent - 以最大怀疑态度审视实验结果
Sibyl-Research-Team/AutoResearch-SibylSystem 225
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sibyl-supervisor-decision
Sibyl 监督决策 agent - 分析实验结果决定 PIVOT 还是 PROCEED
Sibyl-Research-Team/AutoResearch-SibylSystem 225
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sibyl-simulated-reviewer
Sibyl 模拟 Reviewer agent - 从真实 reviewer 视角重新评估 rebuttal
Sibyl-Research-Team/AutoResearch-SibylSystem 225
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sibyl-codex-reviewer
Sibyl Codex 独立第三方审查 - 使用 OpenAI Codex 提供不同 AI 视角的评审
Sibyl-Research-Team/AutoResearch-SibylSystem 225
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sibyl-codex-writer
Sibyl Codex 写作 agent - 使用 Codex (GPT-5) 撰写论文
Sibyl-Research-Team/AutoResearch-SibylSystem 225
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sibyl-contrarian
Sibyl 反对者 agent - 挑战主流假设,寻找反面证据和盲点
Sibyl-Research-Team/AutoResearch-SibylSystem 225
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sibyl-critic
Sibyl 批评者 agent - 苛刻但公正的学术批评
Sibyl-Research-Team/AutoResearch-SibylSystem 225
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sibyl-editor
Sibyl 编辑 agent - 整合论文各章节为完整稿件
Sibyl-Research-Team/AutoResearch-SibylSystem 225
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sibyl-empiricist
Sibyl 实验主义者 agent - 关注可复现性、数据质量和实验设计严谨性
Sibyl-Research-Team/AutoResearch-SibylSystem 225
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sibyl-experiment-supervisor
Sibyl 后台实验监督 agent - 持续刷新 GPU 空闲状态、动态派发排队实验、处理运行时间/状态漂移
Sibyl-Research-Team/AutoResearch-SibylSystem 225
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sibyl-experimenter
Sibyl 实验执行 agent - 编写代码并在远程 GPU 上执行实验
Sibyl-Research-Team/AutoResearch-SibylSystem 225
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sibyl-final-critic
Sibyl 终审 agent - NeurIPS/ICML 级别的论文终审
Sibyl-Research-Team/AutoResearch-SibylSystem 225
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sibyl-idea-validation-decision
Sibyl pilot 验证决策 agent - 根据小实验结果决定 ADVANCE / REFINE / PIVOT
Sibyl-Research-Team/AutoResearch-SibylSystem 225
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sibyl-innovator
Sibyl 创新者 agent - 大胆的跨领域创新研究提案生成
Sibyl-Research-Team/AutoResearch-SibylSystem 225
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sibyl-lark-sync
Sibyl 飞书同步 agent - 将研究数据同步到飞书云空间
Sibyl-Research-Team/AutoResearch-SibylSystem 225
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arxiv
Use when the user wants to browse arXiv preprints, search arXiv directly, fetch a PDF by arXiv ID or URL, or send a preprint straight into the ingest pipeline.
ZimoLiao/scholaraio 332
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workspace
Manage workspace paper subsets — create workspaces, add/remove papers, search within a workspace, and export BibTeX. Workspaces are thin layers that reference papers in the main library by UUID. Use when the user wants to organize papers into groups for writing, review, or focused analysis.
ZimoLiao/scholaraio 332
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review-response
Draft point-by-point responses to peer review comments. Locates supporting evidence from workspace papers and the original manuscript. Use when the user receives reviewer feedback and needs to write a rebuttal or revision response letter.
ZimoLiao/scholaraio 332
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lammps
Use when working on classical materials simulations with LAMMPS, especially interatomic-potential selection, shock or deformation setups, thermodynamic runs, and structure analysis for solids or nanomaterials.
ZimoLiao/scholaraio 332
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explore
Explore literature by fetching papers from OpenAlex with multi-dimensional filters (ISSN, concept, author, institution, keyword, etc.), building local embeddings, running BERTopic clustering, and multi-mode search (semantic/keyword/unified). Data is isolated in data/explore/<name>/. Use when the user wants to survey a journal, explore a research field, analyze an author's output, or do landscape analysis.
ZimoLiao/scholaraio 332