Best research and science skills, page 17

Drafts, audits and revises responses to peer review: point-by-point replies, revision cover letters and marked-manuscript or LaTeX revision packages.

Yuan1z0825/nature-skills

Simulates a Nature-style referee assessment of a manuscript, producing three independent reviewer reports plus a synthesis, grounded in the supplied text.

Yuan1z0825/nature-skills

This skill should be used when the user asks to "reproduce a paper", "implement paper code", "paper2code", "replicate research results", "run experiment from paper", "implement the algorithm from…

jerry609/PaperBot

Design protein sequences using ProteinMPNN inverse folding. An agent skill from adaptyvbio/protein-design-skills.

adaptyvbio/protein-design-skills

Parallel persona planning for new projects. An agent skill from wednesday-solutions/ai-agent-skills.

wednesday-solutions/ai-agent-skills

Create, restructure, review, audit, or migrate Choruz Markdown documentation (docs/, README, AGENTS.md, the in-app docs pages) using one owner per fact, tier placement, executed-operation…

inclusionAI/Choruz

Extracts research papers from .bib and .html venue files, filters them by relevance, labels them with a two-level taxonomy through Claude and rebuilds a website.

PurCL/ASE

Review citation integrity across data/citations.yml and @citation tags using bactopia-citations --validate.

bactopia/bactopia

Rules and reliable local tests for keeping Campfire's foss flavor F-Droid-compatible — a clean source scan (using scandelete, never scanignore) and a byte-for-byte reproducible build.

r0adkll/Campfire

Primary Python tool for 40+ bioinformatics services. An agent skill from davila7/claude-code-templates.

davila7/claude-code-templates

Access COSMIC cancer mutation database. An agent skill from davila7/claude-code-templates.

davila7/claude-code-templates

Molecular machine learning toolkit. An agent skill from davila7/claude-code-templates.

davila7/claude-code-templates

Query Ensembl genome database REST API for 250+ species. An agent skill from davila7/claude-code-templates.

davila7/claude-code-templates

Query NCBI Gene via E-utilities/Datasets API. An agent skill from davila7/claude-code-templates.

davila7/claude-code-templates

Therapeutics Data Commons. An agent skill from davila7/claude-code-templates.

davila7/claude-code-templates

Use ChemGraph Python and CLI workflows, agent-written batch scripts, and attached chemistry MCP tools.

argonne-lcf/ChemGraph

Fact-checks OpenSpec user documentation with a fresh-context subagent that re-runs commands and checks claims against source.

goern/forgejo-mcp

Fact-check a teaching claim against sources so the learner can trust the single interface.

vasanthsreeram/Alvarmethod

Retrieves gene expression and omics datasets from ArrayExpress and BioStudies with gene disambiguation, experiment quality assessment, and structured reports.

wu-yc/LabClaw

Query PubChem, search by name/CID/SMILES, retrieve properties, similarity/substructure searches, bioactivity, for cheminformatics.

google-deepmind/science-skills

Query public biology databases and APIs including UniProt, RCSB PDB, AlphaFold DB, ClinVar, dbSNP, gnomAD, Ensembl, GEO, InterPro, KEGG, OpenTargets, Reactome, and STRING.

DrugClaw/DrugClaw

Walks a Web of Science full-record page through to the publisher's site to locate and download the paper's PDF, or reports why it could not.

cookjohn/wos-skills

Automated PCI Secure Software Standard (SSS) v2.0 readiness gap-assessment of an application from its source code and documentation.

transilienceai/communitytools

Unified math capabilities - computation, solving, and explanation.

parcadei/Continuous-Claude-v3

A skill your agent uses when the user asks to "generate daily paper", "search arXiv for EEG papers", "find EEG decoding papers", "review brain-computer interface papers", or wants to create paper…

brycewang-stanford/Auto-Empirical-Research-Skills

Expert guidance for implementing FHIR Bulk Data Access (Flat FHIR) following the HL7 specification.

aehrc/pathling

Write comprehensive clinical reports including case reports (CARE guidelines), diagnostic reports (radiology/pathology/lab), clinical trial reports (ICH-E3, SAE, CSR), and patient documentation…

davila7/claude-code-templates

Academic venue paper discovery — activate when you need to find papers accepted at specific conferences or journals (ACL, EMNLP, NeurIPS, ICML, ICLR, MLSys, etc.), analyze venue acceptance…

nanoAgentTeam/research-claw

Applies the epidemiological reasoning and population-health frameworks of Albert Hofman (Harvard epidemiologist, Rotterdam Study).

K-Dense-AI/mimeographs

[production-grade internal] Optimizes AI/ML/LLM usage when you need model selection, prompt engineering, cost reduction, or experiment design.

nagisanzenin/production-grade

Search academic papers (OpenAlex no-key by default, or Scopus with a built-in key) and download full-text PDFs concurrently — OA direct link → Unpaywall → Sci-Hub fallback (on by default).

wentorai/Research-Claw

박사급 학위 논문 글쓰기 스킬. An agent skill from idoforgod/Dissertation-Simulator-AgenticWorkflow.

idoforgod/Dissertation-Simulator-AgenticWorkflow

Structured peer-review of academic papers. An agent skill from HezaoHezao/poirot.

HezaoHezao/poirot

Simulate noisy quantum circuits with MindQuantum. An agent skill from mindspore-ai/mindquantum.

mindspore-ai/mindquantum

Build and preflight submission-ready LaTeX/PDF artifacts for Light stage 11.

Light0305/Light-skills

深度调研技能：对任意命题进行系统性调研并输出专业研究报告. An agent skill from 312362115/claude.

312362115/claude

生成研究/项目架构图、流程图、层次图（swimlane / processflow / hierarchytree）。适合 PPT 汇报、技术文档、综述插图。输出风格接近 draw.io，可选 graphviz（高质量）/ matplotlib（零依赖）双后端。

csmar432/finai-research

Review a LaTeX paper for argument-level logic, cross-section consistency, and house style.

eunomia-bpf/ActPlane

Find and read academic papers: disambiguate queries, discover papers (search, citation traversal, recommendations, arXiv monitoring, trending, GitHub search), evaluate (TLDR, citations, code, SOTA)…

AI4Scientist/nano-scientist

Step 5 of the PaperOrchestra pipeline (arXiv:2604.05018). An agent skill from Ar9av/PaperOrchestra.

Ar9av/PaperOrchestra

Analyzes Neuropixels extracellular recordings end-to-end with SpikeInterface.

K-Dense-AI/scientific-agent-skills

Generates and iteratively refines research ideas for a given area, checking each one's novelty against Semantic Scholar and arXiv, and scoring it on interestingness, feasibility and novelty.

lingzhi227/agent-research-skills

Create new tools or upgrade existing tools for the agent. An agent skill from AgentTeam-TaichuAI/ScienceClaw.

AgentTeam-TaichuAI/ScienceClaw

Turns raw flux balance analysis output and a COBRApy model into gene essentiality maps, phenotypic phase planes, flux sampling results, pathway summaries and secretion predictions.

aiming-lab/AutoResearchClaw

Runs computational fluid dynamics simulations with the FluidSim Python framework: 2D and 3D Navier-Stokes, shallow water and stratified flow solvers plus output analysis.

davila7/claude-code-templates

Comprehensive quantum computing toolkit for building, optimizing, and executing quantum circuits.

davila7/claude-code-templates

Generate a self-contained, beautifully styled HTML analysis of an academic paper.

ysyecust/lecture-to-notes

學術研究的 Idea 產生技能——從發散到收斂，系統化地產出高品質研究構想。當使用者想腦力激盪研究方向、找新 research idea、或問「我接下來可以做什麼研究」時，一定要使用此技能。觸發詞包括：brainstorm、想 idea、研究方向、下一步做什麼、有什麼可以研究的、找 gap、research proposal。適用於任何階段的學術研究構想生成。

voidful/academic-skills