ReddRadar
Topic: scientific-discovery
74 skills in this topic.
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data-loading
Optimize data loading pipeline to prevent GPU starvation. Use when setting up DataLoader or data preprocessing.
aiming-lab/AutoResearchClaw 11,027
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a-evolve
Apply A-Evolve's agentic evolution methodology to improve AI agent performance across runs. Use when the user wants to diagnose agent failures, generate targeted skills from error patterns, evolve system prompts, or accumulate episodic knowledge. Works standalone or inside AutoResearchClaw pipelines. Triggers on: "evolve", "self-improve", "diagnose failures", "generate skills from errors", "what went wrong and how to fix it", or any mention of A-Evolve.
aiming-lab/AutoResearchClaw 11,027
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biology-biopython
Bioinformatics with Biopython for sequence manipulation, file parsing, BLAST, and phylogenetics. Use when working with DNA/RNA/protein sequences or biological databases.
aiming-lab/AutoResearchClaw 11,027
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chemistry-rdkit
Computational chemistry with RDKit for molecular analysis, descriptors, fingerprints, and substructure search. Use when working with SMILES, drug discovery, or cheminformatics tasks.
aiming-lab/AutoResearchClaw 11,027
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sibyl-section-critic
Sibyl 章节评审 agent - 评审论文特定章节
Sibyl-Research-Team/AutoResearch-SibylSystem 225
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sibyl-rebuttal-diplomat
Sibyl Rebuttal 外交官 agent - 措辞语气管理
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-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-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-revisionist
Sibyl 修正主义者 agent - 基于实验结果反思假设，提出修正方向
Sibyl-Research-Team/AutoResearch-SibylSystem 225
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sibyl-result-synthesizer
Sibyl 结果辩论综合者 agent - 综合6方结果分析形成统一判断和行动计划
Sibyl-Research-Team/AutoResearch-SibylSystem 225
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sibyl-rebuttal-scholar
Sibyl Rebuttal 文献搜索 agent - 引经据典，搜集支持论据
Sibyl-Research-Team/AutoResearch-SibylSystem 225
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sibyl-rebuttal-experimentalist
Sibyl Rebuttal 实验设计 agent - 设计补充实验计划（不执行）
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-outline-writer
Sibyl 大纲撰写 agent - 生成论文详细大纲
Sibyl-Research-Team/AutoResearch-SibylSystem 225
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sibyl-optimist
Sibyl 乐观分析者 agent - 从积极角度分析实验结果
Sibyl-Research-Team/AutoResearch-SibylSystem 225
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sibyl-novelty-checker
Sibyl 新颖性检查 agent - 搜索文献验证 idea 是否与已有论文撞车
Sibyl-Research-Team/AutoResearch-SibylSystem 225
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sibyl-methodologist
Sibyl 方法论者 agent - 审查实验方法的内外部效度和可复现性
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-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-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-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-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-comparativist
Sibyl 比较分析者 agent - 对标 SOTA 和同类工作，定位结果贡献
Sibyl-Research-Team/AutoResearch-SibylSystem 225