ai4science skills

428 tagged ai4science, measured the same way as everything else here.

Browse within: bioinformatics 209agent 198claude-science 198mit-license 198open-source 198science-research 198academic-writing 180awesome-list 180ai4hpc 60hpc 60hpc-ai 60mcp-tools 60ai-for-science 32local-first 29

skill-creator

01

EvoScientist/EvoScientist

Skill Claude CodeCodex

Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, update or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.

not rated 5.0k +8 today A SkillSpector: warn 63 tokens original Apache-2.0

xuzhougeng/wisp-science

Skill Codex

A workflow for turning books about concepts, theories, or analysis methods into reusable task instructions. It scans document images, links claims to evidence, and checks the result through human review.

not rated 1.0k +16 today A SkillSpector: pass 210 tokens AGPL-3.0

PKU-YuanGroup/OpenAI4S

Skill Claude CodeCodex

Handles batch effects in bulk RNA-seq via design-matrix inclusion (the correct path for DE), ComBat/ComBat-seq for visualization, SVA for unknown latent factors, RUVSeq for negative-control-gene-anchored unwanted variation, and limma::removeBatchEffect for plotting only. Encodes the Nygaard 2016 cardinal sin against…

not rated 626 +4 yesterday A SkillSpector: pass 187 tokens original MIT

paper-graph

04

EvoScientist/EvoSkills

Skill Claude Code

Map the genealogical lineage and historical progression of a research field. Visualize how earlier technical challenges led to later approaches and improvements, producing a Markdown report with embedded Mermaid diagrams. Trigger when the user asks for a topic's developmental trajectory, a model's family tree…

not rated 480 +2 changed 16d ago A SkillSpector: pass 131 tokens original Apache-2.0

deltasci-ground

05

boheling/deltasci

Skill Claude CodeCodex

The grounding layer for AI-assisted research: scan the real prior art around an idea, gauge how crowded or open the gap is, and verify every citation against the source of truth. You (the agent) supply the discovery intelligence — writing search queries, judging relevance, reasoning about the gap — while the…

not rated 144 4mo ago A 155 tokens original MIT

eamag/papers2dataset

Skill Claude CodeCodex

Build structured datasets from academic papers. Use when the user wants to extract structured data from scientific literature, traverse citation graphs, search OpenAlex for papers, or create datasets from PDFs for research purposes.

not rated 22 8mo ago C 47 tokens

FridrichMethod/awesome-skills

Skill Claude CodeCodex

Reconstruct ancestral states at internal phylogenetic nodes for sequences (PAML codeml, IQ-TREE --ancestral, GRASP, FastML), discrete traits (corHMM hidden-rate Markov, ape::ace, phytools::make.simmap stochastic mapping, BayesTraits), and continuous traits (phytools::fastAnc, geiger Brownian/OU, RPANDA). Use when…

not rated 15 5d ago A 149 tokens

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