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Science & Research

About Science & Research

The Science & Research domain offers AI Agent Skills optimized for scientific computing, bioinformatics, academic paper analysis, and experimental design. For instance, the `paper-context-resolver` Skill helps you quickly grasp the context and core content of complex research papers. These tools empower researchers, academics, and data scientists to significantly enhance efficiency and depth of discovery.

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All Science & Research Skills

50 / 68 skills
reproducibility

paper-context-resolver

by @lllllllama

Resolves key contextual information in AI paper reproduction, supplementing technical details like dataset versions, evaluation protocols, and checkpoint mappings, providing actionable evidence.

4.8(656)
127.9K
environment-setup

env-and-assets-bootstrap

by @lllllllama

Prepares the runtime environment and dependencies for AI paper reproduction, automatically detecting missing model checkpoints, datasets, and cache directories, supporting various cloud storage.

4.8(636)
127.5K
information-gathering

persona-researcher

by @googleworkspace

Organizes research work, manages references and notes, and collaborates efficiently with team members to enhance research productivity.

4.5(152)
15.4K
academic-publishing

nature-skills

by @Yuan1z0825

This is an AI-powered toolkit designed to help researchers efficiently prepare and publish academic papers. It offers functionalities such as Nature-standard figure generation, academic prose polishing, citation management, data availability statements, reviewer response drafting, and paper-to-PPT conversion, comprehensively enhancing the quality and efficiency of research output.

4.5(120)
6.6K
academic-research

academic-researcher

by @shubhamsaboo

Curates excellent LLM applications built with technologies like OpenAI and Anthropic, featuring AI agents and RAG capabilities.

4.4(46)
4.8K
research

firecrawl-deep-research

by @firecrawl

Conduct multi-source deep research using Firecrawl, synthesizing web evidence to produce sourced briefings and answer technical or market questions, providing comprehensive insights.

4.4(120)
3.3K
research

firecrawl-research-papers

by @firecrawl

This skill leverages Firecrawl to find and synthesize academic resources such as research papers, whitepapers, PDFs, and technical reports. It automates literature retrieval, content extraction, and structured summarization, helping users quickly generate literature reviews, paper summaries, or research landscape analyses, ensuring reliable and comprehensive information sourcing.

4.4(120)
3.3K
paper

ljg-paper

by @lijigang

Paper reading assistant that extracts core ideas from academic papers for non-academics, focusing on understanding rather than critique to quickly grasp key research points.

4.4(20)
3.0K
discussion

ljg-roundtable

by @lijigang

Truth-seeking structured multi-person dialectical roundtable discussion. Auto-generates ASCII thinking framework diagrams each round, with multiple roles exploring complex issues from different stances.

4.4(11)
3.0K
thinking

ljg-rank

by @lijigang

Dimensionality reduction engine that, given a domain, identifies the irreducible independent generators — the minimal set of core principles driving that field.

4.4(8)
2.8K
paper-analysis

ljg-paper-flow

by @lijigang

Completes paper reading, interpretation generation, and card minting with one command, supporting parallel processing of multiple papers, with optional comic, long image, or infographic output modes.

4.4(5)
2.7K
academic-writing

research-paper-writer

by @ailabs-393

Guides the writing of formal academic research papers that meet IEEE and ACM conference/journal publication standards.

4.4(20)
2.6K
paper

ljg-paper-river

by @lijigang

Paper lineage tool that recursively mines predecessor papers (up to 5 layers) using reverse reading and tracks latest advances, narrating the complete evolution of a problem from its origins.

4.4(10)
2.6K
citation-management

source-management

by @anthropics

Source Management skill, understanding available data sources, helping connect new data sources, and managing existing ones.

4.3(27)
2.5K
academic

academic-research-skills

by @Imbad0202

A comprehensive academic research skill suite covering research → write → review → revise → finalize. 13-agent research team with Socratic mode, 12-agent paper writing with style calibration, 5-person peer review with Devil's Advocate, and a 10-stage pipeline orchestrator.

4.3(25)
2.5K
academic-research

academic-search

by @claude-office-skills

Helps you efficiently retrieve academic literature, gain deep understanding of scientific fields, and discover relevant research, serving as a powerful assistant for your academic exploration.

4.3(20)
2.3K
latex

latex-paper-en

by @bahayonghang

Provides assistance for existing English LaTeX academic paper projects, simplifying workflows, helping identify modules, and running tasks to improve paper writing efficiency.

4.3(64)
2.2K
academic

academic-paper-reviewer

by @imbad0202

Simulates international journal peer review process, automatically identifies paper fields, configures editors-in-chief, reviewers, and dissenters, provides multi-perspective review comments.

4.3(10)
2.1K
research-papers

academic-writing

by @jamditis

Specializes in academic writing, research methodology, and scholarly communication, helping users write high-quality academic papers.

4.3(45)
2.0K
latex

latex-thesis-zh

by @bahayonghang

Assist with Chinese LaTeX thesis projects, diagnose build issues, check formatting, and provide review-friendly suggestions.

4.3(58)
1.9K
academic-paper

academic-paper

by @imbad0202

A 12-agent academic paper writing pipeline covering all disciplines. It handles literature search, outline generation, drafting, citation compliance, formatting, and peer review. Features include style calibration, writing quality checks, and support for multiple paper types, citation formats, and output options (LaTeX/DOCX/PDF).

4.3(120)
1.8K
arxiv

read-arxiv-paper

by @karpathy

Based on an ArXiv paper URL, normalizes the link and retrieves the paper's TeX source code, not the PDF version, for in-depth analysis and processing.

4.3(21)
1.7K
research-methodology

active-research

by @actionbook

Deep research and analysis tool capable of generating comprehensive HTML reports, aiding in complex information exploration.

4.3(20)
1.6K
literature-review

literature-review

by @davila7

Follows rigorous academic methods to conduct systematic and comprehensive literature reviews, supporting searches across multiple literature databases and synthesizing research findings.

4.3(20)
1.5K
information-retrieval

tooluniverse-sequence-retrieval

by @mims-harvard

Retrieves biological sequences (DNA, RNA, proteins) from NCBI and ENA, supporting gene disambiguation and accession type handling.

4.3(52)
1.4K
research

autoresearchclaw-autonomous-research

by @aradotso

Fully automated 23-stage research pipeline, from natural language topics to complete academic papers, including real citations and data analysis.

4.3(26)
1.4K
manimgl

manimgl-best-practices

by @adithya-s-k

Introduces best practices for the ManimGL animation library, helping users efficiently create high-quality mathematical and scientific visualization animations.

4.3(20)
1.2K
experiment-tracking

resume

by @alirezarezvani

Resume paused experiment contexts, reading full history and continuing execution, supporting breakpoint resume and state management for long-running experiments.

4.3(20)
1.2K
experiment-tracking

run

by @alirezarezvani

Execute a single experiment iteration: review history, decide changes, edit code, commit, and evaluate results, supporting a systematic experimental process with scientific methods.

4.3(20)
1.2K
academic-writing

scientific-writing

by @sickn33

Write high-quality scientific papers, research reports, and technical documentation, clearly and accurately conveying complex information.

4.3(46)
1.2K
scientific-presentations

scientific-slides

by @davila7

Focuses on scientific presentation creation, offering effective methods to communicate research findings and discoveries, helping academic and professional audiences understand complex information.

4.2(26)
994
academic-research

implement-paper

by @marimo-team

Convert academic papers into interactive marimo notebooks, automatically extracting formulas, charts, and code, supporting reproducible research and teaching demonstrations.

4.2(20)
978
data-visualization

scientific-visualization

by @davila7

Transforms scientific data into clear, accurate charts for publication and presentation, supporting the creation of journal-quality plots with multi-panel layouts.

4.2(20)
974
academic-writing

academic-research-writer

by @endigo

Writes academic research documents following academic standards, citing peer-reviewed sources from academic databases like Google Scholar.

4.2(20)
968
arxiv-api

arxiv-search

by @yorkeccak

Searches arXiv for preprints in physics, mathematics, and computer science to access the latest research findings.

4.2(20)
950
academic-writing

paper-writing

by @vishalsachdev

Provides end-to-end guidance for academic and research paper writing, covering structure planning, argumentation logic, writing style, and revision best practices.

4.2(20)
821
pubmed-api

pubmed-database

by @sickn33

Directly access the PubMed database via REST API, supporting advanced Boolean/MeSH queries and E-utilities API.

4.2(32)
798
scientific-method

scientific-critical-thinking

by @davila7

Systematic critical thinking process for evaluating scientific rigor, including methodology, experimental design, and statistical validity.

4.2(25)
784
academic-writing

ml-paper-writing

by @zechenzhangagi

Provides expert guidance for writing machine learning papers for top AI and systems conferences, ensuring papers meet publication standards, covering NeurIPS, ICML, etc.

4.2(34)
769
scientific-illustration

scientific-schematics

by @davila7

Transforms complex scientific concepts into clear visual diagrams and schematics for publication and communication, enhancing expressive power and simplifying understanding.

4.2(22)
701
literature-review

systematic-literature-review

by @huangwb8

Used when explicitly requested for "systematic review/literature review/related work/literature survey". AI defines search terms, multi-source retrieval → deduplication → AI reads and scores articles (1-10 semantic relevance & sub-topic grouping) → selects articles by high-score priority → auto-generates review word count budget → senior domain expert free writing (fixed abstract/intro/sub-topics/discussion/outlook/conclusion), with strict body text and reference count validation, forced PDF/Word export. Supports multi-language translation and smart compilation (en/zh/ja/de/fr/es).

4.2(20)
691
scientific-method

scientific-brainstorming

by @davila7

Acts as a research ideation partner, generating novel scientific research ideas through conversational processes, fostering innovation and academic exploration.

4.2(20)
687
ai

academic-figure-generator

by @LigphiDonk

Academic Figure Generator is an AI-driven platform for generating accompanying figures for academic papers. Users simply upload their papers, and the AI intelligently analyzes the content to generate figure descriptions (prompts), then creates high-quality scientific research figures with a single click. It aims to simplify the traditional time-consuming and labor-intensive process of creating paper figures into three steps: upload, confirm, and download, significantly boosting research efficiency. It also provides various resolutions, color schemes, and image-to-image editing functionalities.

4.2(23)
586
mathematics

math

by @parcadei

Provides unified mathematical computation and explanation capabilities, routing to appropriate tools based on user requests, supporting various math tasks.

4.2(22)
574
academic-writing

research-writing-skill

by @Norman-bury

The Research Writing Assistant is an AI Skill designed for undergraduate and postgraduate thesis writing. It adheres to principles of systematization, evidence-based reasoning, conciseness, and verification, offering core functionalities such as brainstorming, chapter writing, literature reviews, and LaTeX output. Its goal is to help users complete academic papers, graduation projects, and research articles efficiently and with high quality, while avoiding impromptu creation, fabricating references, and mechanical expression, thereby ensuring a rigorous writing process and reliable outcomes.

4.2(23)
571
anthropic-claude

claude-scientific-skills

by @sickn33

Master scientific research and analysis methods, capable of data collection, experimental design, and results interpretation.

4.2(20)
553
code-review

peer-review

by @davila7

Systematically peer-reviews scientific manuscripts, evaluating methodology, statistical data, and experimental design.

4.2(37)
524
research-writing

research-writing-harness

by @4everWZ

This skill serves as an on-demand paper-writing and evidence-management layer for deep learning research projects. It assists users with literature search, citation management, paper index maintenance, idea refinement from academic papers, converting code into paper sections, citation auditing, and preparing for paper handoff. It is not an autonomous research system and activates only upon explicit user request, aiming to enhance the efficiency and quality of academic writing.

4.2(120)
520
latex

latex-posters

by @davila7

Provides a comprehensive guide to LaTeX research posters for scientific communication at academic conferences.

4.2(23)
509
research

academic-deep-research

by @kesslerio

Deep research, exhaustive analysis, and literature review, supporting multi-source verification and evidence hierarchy, generating academic-style reports with citations.

4.2(20)
477