Best Claude skills for science

The top 10. Ranked by the Alyn Score.

1. 1
   GitHub

   Awesome Copilot

   #1
   GitHub

   Arize Evaluator

   Handles LLM-as-judge evaluation workflows on Arize including creating/updating evaluators, running evaluations on spans or experiments, managing tasks, trigger-run operations, column…

   Pack41k2.4MScore 85
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2. 2
   GitHub

   Awesome Copilot

   #2
   GitHub

   Arize Experiment

   Creates, runs, and analyzes Arize experiments for evaluating and comparing model performance. Covers experiment CRUD, exporting runs, comparing results, and evaluation workflows using the…

   Pack41k2.4MScore 85
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3. 3
   
   #3
   JuliusBrussee

   Caveman Manage

   Inspect Caveman Cloud's experiment lifecycle and block unsafe execution. Use when asked to start, approve, cancel, promote or roll back a Caveman experiment.

   Pack119k4.8MScore 85
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4. 4
   K-Dense

   Scientific Agent Skills

   #4
   K-Dense

   Alphagenome

   Looks up precomputed AlphaGenome Atlas effects for any GRCh38 single-nucleotide variant (AVI score with Phred and 18 SHAP feature attributions, plus raw and quantile scores for RNA-seq…

   Pack57k328kScore 84
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5. 5
   K-Dense

   Scientific Agent Skills

   #5
   K-Dense

   Analytical Method Validation

   Plans, executes, and documents validation, verification, and transfer of analytical procedures under the governing framework - ICH Q2(R2) and Q14, USP //, ICH M10 bioanalytical, CLSI EP, or…

   Pack57k328kScore 84
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6. 6
   K-Dense

   Scientific Agent Skills

   #6
   K-Dense

   Arbor

   Applies Arbor Hypothesis Tree Refinement to research artifacts with repeatable evaluators, including model training, agent harnesses, data synthesis and benchmark optimization. Uses…

   Pack57k328kScore 84
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7. 7
   
   #7
   Yuan1z0825

   Nature Paper Card

   Build a structured deep-reading Paper Card for one scientific paper, analysing methods, experiment-to-claim evidence, limitations, and research ideas. Use for 论文精读卡、方法拆解、证据链分析; not…

   Pack53k301kScore 84
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8. 8
   sickn33

   Agentic Awesome Skills

   #8
   sickn33

   Ab Testing

   When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program.

   Pack49k584kScore 83
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9. 9
   
   #9
   Yuan1z0825

   Nature Social Science

   社会科学及相邻学科学术写作与选题论证工作台，覆盖选题构思、文献梳理、论证组织、学术表达四大要素。Use for 找论文题目/研究问题、把兴趣或宽泛主题变成可讨论的研究方向、文献综述与领域版图、区分"研究少"与真正未决的知识问题、设计证据路线与主张边界、新颖性审计与"审稿人2"式攻击、博士/论文可行性评估、导师沟通话术、或检查论文中的过度断…

   Pack53k301kScore 82
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10. 10
    
    #10
    Yuan1z0825

    Nature Writing

    Draft or restructure scientific manuscript arguments, sections, and initial-submission materials from author-provided evidence. Use for 论文写作、章节起草、论证重构、正文压缩、首次投稿材料. Use nature-polishing for…

    Pack53k301kScore 82
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