Topic · Research & Science

Best scientific writing skills for Claude Code, Codex and other agents.

Skills that draft and polish scientific papers and manuscripts.
skills
258
official
2

Scientific writing skills, ranked

Ranked by score. Sort bymost stars,trending,newest,recently updated

Scientific writing skills, ranked
#SkillRepositoryStarsUsed inTokensAuto-checkLicenceUpdated
1

Composes, revises or audits research proposals and opening reports through an evidence-first state machine with argument maps, section contracts and dynamic expert reviewers.

Yuan1z0825/nature-skills46k2 repos~1.1kAutomated safety check: PassMITtoday
2

Reference guidance for checking every citation in academic writing against canonical sources such as DOI, arXiv, CrossRef and Semantic Scholar, to catch fake or wrong references.

Galaxy-Dawn/claude-scholar5.7k3 repos~1.9kAutomated safety check: PassMIT14 days ago
3

Creates, revises, audits and exports manuscript-ready scientific figures in Python or R, and routes AI-generated graphical abstracts to a separate workflow.

Yuan1z0825/nature-skills46k—~2.9kAutomated safety check: PassApache-2.0today
4

Finds papers in OpenAlex, PubMed and Google Scholar, turns DOIs, PMIDs and arXiv IDs into clean BibTeX, and validates citations for a manuscript or thesis.

K-Dense-AI/claude-scientific-writer2.4k2 repos~3.9kAutomated safety check: NotesMIT7 days ago
5

Systematic writing framework for philosophy and interdisciplinary academic papers from optimized outline to submission-ready manuscript.

lishix520/academic-paper-skills1.4k2 repos~6.3kAutomated safety check: PassMIT9 mo ago
6

Runs a 12-agent pipeline that plans, drafts, cites, reviews and formats academic papers, with modes for revision, rebuttals, abstracts and citation checks.

Imbad0202/academic-research-skills51k—~16kAutomated safety check: PassUnknown4 days ago
7

Supplies LaTeX templates and formatting rules for journals, conferences, posters, and grant proposals, then can check a draft against them.

davila7/claude-code-templates32k9 repos~5.1kAutomated safety check: NotesMITtoday
8

Simulates a journal peer review of a manuscript with a five-seat reviewer panel, an editorial synthesizer and several review modes.

Imbad0202/academic-research-skills51k—~11kAutomated safety check: PassUnknown4 days ago
9

Covers publication-ready matplotlib figures for academic papers, slides, and reports—bars, trends, scatter, heatmaps, and multi-panel layouts—with…

ChenLiu-1996/figures4papers8.1k—~557Automated safety check: PassUnknownyesterday
10

Pre-pipeline aggregator that scans AI agent cache directories (.claude, .cursor, .antigravity, .openclaw) or any user-specified directory for experimentation logs, extracts insights and numeric…

Ar9av/PaperOrchestra6762 repos~3.5kAutomated safety check: PassUnknown15 days ago
11

Improve the clarity and voice of AI-assisted academic writing (papers, theses, rebuttals) and funding proposals (NSF Project Summary/Description, NIH Specific Aims): preserve scholarly conventions…

AIScientists-Dev/academic-humanizer1.8k1 repo~4.2kAutomated safety check: PassMIT3 mo ago
12

Orchestrates a ten-stage academic workflow from research to finished manuscript, including integrity checks, two rounds of peer review and revision.

Imbad0202/academic-research-skills51k—~15kAutomated safety check: PassUnknown4 days ago
13

科研论文写作助手,提供 30 个 Prompt 模板覆盖论文写作全流程. An agent skill from alfonso0512/research-writing-skill.

alfonso0512/research-writing-skill4861 repo~818Automated safety check: PassMIT2 mo ago
14

Structures benchmark and evaluation papers around five pillars, with a completeness audit, an Introduction logic chain, a section skeleton and a pre-submission checklist.

HKUSTDial/Supervisor-Skills8.4k—~2.8kAutomated safety check: PassCC-BY-4.01 mo ago
15

A router skill that sends academic work such as literature reviews, drafting, citation checks, peer review and revision to the right workflow in the ARS suite.

Imbad0202/academic-research-skills-codex12k—~12kAutomated safety check: PassUnknown3 days ago
16

学术论文写作检查与优化助手。基于 MLNLP-World 社区整理的论文写作技巧,帮助检查和优化学术论文。Use when: (1) 检查论文 LaTeX 格式和排版, (2) 优化公式符号使用, (3) 改进图表设计, (4) 润色英文学术表达, (5) 检查参考文献格式, (6) 投稿前终稿检查, (7) 用户询问论文写作技巧或规范。

MLNLP-World/Paper-Writing-Tips4.7k—~630Automated safety check: PassNo licence11 days ago
17

Expert economics paper writing assistant synthesizing advice from 50+ top guides by Cochrane, McCloskey, Shapiro, Head, Bellemare, Goldin, Glaeser, Kremer, and other leading economists.

hanlulong/econ-writing-skill6442 repos~14kAutomated safety check: PassMIT2 mo ago
18

Stops defensive writing across the entire paper lifecycle — writing, revising, cutting, and organizing experiments.

Adkid-Zephyr/anti-defensive-writing-Skill2.3k1 repo~1.6kAutomated safety check: PassMITtoday
19

Audits or rewrites the statistical reporting in a manuscript: experimental units, replication, tests, uncertainty and figure legends, without inventing missing details.

Yuan1z0825/nature-skills46k2 repos~2.1kAutomated safety check: PassApache-2.0today
20

Rewrites a math modeling competition paper into an English EI conference submission, using a bundled IEEE LaTeX template, with evidence tracked back to the original paper.

jihe520/MathModelAgent6.2k—~688Automated safety check: PassNo licence4 days ago
21

Chains research-refine and experiment-plan to turn a vague research direction into a focused proposal and a claim-driven experiment roadmap.

zjYao36/Auto-Research-Refine1286 repos~1.4kAutomated safety check: NotesNo licence6 mo ago
22

Dynamic academic writing skill generator. An agent skill from WantongC/journal-adapt-writing-skill.

WantongC/journal-adapt-writing-skill7931 repo~5.2kAutomated safety check: PassMIT4 mo ago
23

Three modes for CS-conference papers (CVPR/ICCV/ECCV vision, ACL/EMNLP/NAACL NLP, ICLR/NeurIPS/ICML/AAAI ML).

Spark-To-Paper-Skills/paperjury1.2k—~5.3kAutomated safety check: PassMIT1 mo ago
24

An 18-agent pipeline that turns one topic line into a drafted research paper, literature review, or thesis chapter.

federicodeponte/opendraft506—~8.2kAutomated safety check: PassApache-2.05 days ago
25

Indexes research papers on the Hugging Face Hub from arXiv, links them to models and datasets, claims authorship and generates markdown research articles from templates.

huggingface/skills11k5 repos~4.2kAutomated safety check: PassApache-2.06 days ago
26

Drafts the Introduction of a technical paper as six paragraphs of flowing prose, positioning the work and matching contributions to challenges, with an outline on request.

HKUSTDial/Supervisor-Skills8.4k—~2.4kAutomated safety check: PassCC-BY-NC-SA-4.01 mo ago
27

Writes, restructures, reviews and polishes the rationale section of NSFC research grant applications in LaTeX, with backups and a diff before every write.

huangwb8/ChineseResearchLaTeX2.9k—~945Automated safety check: PassMIT3 days ago
28

Fills an existing LaTeX project with sample sections, tables and figure narratives, protecting the template structure and previewing before writing.

huangwb8/ChineseResearchLaTeX2.9k1 repo~744Automated safety check: PassMIT3 days ago
29

Draft, revise, and audit scientific manuscripts or reports with explicit evidence provenance, reporting-guideline coverage, authorship accountability, confidentiality controls, and local consistency…

K-Dense-AI/claude-scientific-writer2.4k2 repos~3.5kAutomated safety check: PassMIT7 days ago
30

Builds an academic conference poster as a single HTML and CSS file with measurement-based gates, real paper figures and a print-ready PDF rendered through headless Chromium.

wanshuiyin/Auto-claude-code-research-in-sleep17k1 repo~4.5kAutomated safety check: NotesMITtoday
31

Edits drafts to strip needless caveats, hedges and disclaimers while keeping the limits that matter for accuracy, ethics, law, safety and method.

Kiterlin/anti-defensive-writing815—~3.5kAutomated safety check: PassMIT6 days ago
32

Industrial-grade math modeling contest agent for CUMCM, 51MCM, and MCM/ICM.

xuec699-sudo/math-modeling-skills245—~3.7kAutomated safety check: PassNo licence4 mo ago
33

论文写作、修改、压缩和实验组织全流程中阻止【防御性写作】。把论文视为一场学术发布会, 而不是项目总结、实验日志或自我审查报告:识别这项工作最值得发表的价值,围绕它建立 最有利、最完整、最有说服力的叙事。不平均展示、不主动示弱、不写实验流水账、不替审稿人 攻击自己。

Adkid-Zephyr/anti-defensive-writing-Skill2.3k1 repo~535Automated safety check: PassMITtoday
34

A skill your agent uses when asked to review, edit, or improve the writing quality of a scientific or engineering manuscript.

labarba/sciwrite850—~2.4kAutomated safety check: PassCC-BY-4.02 mo ago
35

Turns pasted peer-review comments into a per-concern rebuttal plan, with reviewer mindset matching and strategy priorities, but not the final rebuttal text.

HKUSTDial/Supervisor-Skills8.4k—~1.3kAutomated safety check: PassUnknown1 mo ago
36

Core skill for the deep research and writing tool. An agent skill from neflibata-feng/MyArxiv-Agent.

neflibata-feng/MyArxiv-Agent12618 repos~8.4kAutomated safety check: NotesMIT3 days ago
37

Recommends journals for a manuscript by filtering a bundled impact-factor catalog, verifying scope and quality online, and writing a ranked Markdown report.

huangwb8/ChineseResearchLaTeX2.9k—~1.7kAutomated safety check: PassMIT3 days ago
38

Writes Chinese and English abstracts for NSFC grant applications, with a recommended title and five alternatives, within set character limits.

huangwb8/ChineseResearchLaTeX2.9k1 repo~1.3kAutomated safety check: PassMIT3 days ago
39

Prepare journal manuscripts, conference papers, research posters, and grant documents using venue-specific formatting guidance and bundled LaTeX scaffolds.

K-Dense-AI/claude-scientific-writer2.4k2 repos~2.9kAutomated safety check: PassMIT7 days ago
40

Verifies that every reference in a manuscript is real, correctly identified and actually supports its claim, and produces a citation registry for typesetting.

Light0305/Light-skills640—~3.4kAutomated safety check: PassMIT3 mo ago
41

Drafts and revises academic prose in the author's voice, repairs sentence flow, traces systems-paper claims to evidence and prepares reviewer responses.

donghuixin/AI-Vibe-Writing-Skills496—~616Automated safety check: PassMIT24 days ago
42

Drafts the research significance section of an NSFC grant application from your project inputs, backed by searched policy documents and statistics.

HuiyuLi-2000/Chinese-Grant-Writer-Skills4281 repo~790Automated safety check: PassMIT3 mo ago
43

Runs a mathematical proof project as a stateful pipeline of run directories: a local attempt first, then a manual GPT Pro handoff package, with an optional DeepSeek audit.

wanshuiyin/Auto-claude-code-research-in-sleep17k1 repo~4.7kAutomated safety check: PassMITtoday
44

Helps draft, diagnose, review and revise social science papers, from topic and research question to literature review, citation risks and pre-submission checks.

fakerqwq/social-science-paper-writing-skill367—~7kAutomated safety check: PassNo licence4 mo ago
45

Systematic framework for evaluating scholarly and research work based on the ScholarEval methodology.

jimmc414/Kosmos5942 repos~2.5kAutomated safety check: PassNo licence3 days ago
46

Guides pre-writing planning for academic papers with 4 structured steps: story design (task-challenge-insight-contribution-advantage), experiment planning (comparisons + ablations), figure design…

EvoScientist/EvoSkills4743 repos~2.4kAutomated safety check: PassApache-2.06 days ago
47

Builds a single-file HTML survey paper on an AI or ML topic from a research bundle the agent curates, with prose and SVG figures written by Kimi K2.6.

dair-ai/dair-academy-plugins6142 repos~2.1kAutomated safety check: NotesMIT2 mo ago
48

Revise Chinese or English academic writing for lower unnecessary textual overlap while preserving meaning, evidence, numbers, equations, terminology, and citations.

lin1111-1/academic-integrity-rewrite102—~1.1kAutomated safety check: PassMIT26 days ago

Questions, answered from the data.

What is the best scientific writing skill?

Researchwrite Proposal Pipeline from Yuan1z0825/nature-skills ranks first of the 258 scientific writing skills listed here, with the highest score: its repository has 46k GitHub stars, 2 other GitHub owners carry a copy, its SKILL.md loads about 1.1k tokens and it passes the automated safety check with no findings. Next come Citation Verification Guide and Nature-Style Scientific Figures.

Which scientific writing skills are official?

2 of the 258 scientific writing skills are official, published by the vendor's own GitHub organization: Hugging Face Paper Publisher and Arxiv Search.

How are these skills ranked?

By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.