Topics / #writing

Writing projects on GitHub

Resources and tools for improving and producing written content.

As of , the most-starred Writing projects on GitHub are up (68.9K stars), awesome-chatgpt-prompts-zh (63.7K stars) and marktext (62.7K stars). GitHub.Locker tracks 57 Writing repositories with 729.7K stars combined. The fastest-growing on October 16 was humanizer, with +280 stars in a day.

57Projects
729.7KStars in total
+2.2KStars in a day
Browse in the catalog →github.com/topics/writing ↗

Hot right now

Most stars gained in a day · Oct 16

+280

humanizer

blader/humanizer · ★ 57.8K

Humanizer is an agent skill that rewrites AI-sounding text so it reads like a person wrote it, without changing the meaning. It works by detecting 25 known patterns of AI-generated writing and rewriting the draft to remove them.

+251

Research-Starter-Kit

LAMDA-NeSy/Research-Starter-Kit · ★ 7.6K

A Chinese-language handbook for students new to academic research, teaching the basics of how to do research and write papers from scratch.

+223

nature-skills

Yuan1z0825/nature-skills · ★ 48.8K

nature-skills is a collection of reusable AI agent skills focused on Nature-style academic writing and scientific figure production, built for real research workflows like paper translation, polishing, PPT generation, and review response letters.

+145

academic-research-skills

Imbad0202/academic-research-skills · ★ 52.5K

A comprehensive suite of Claude Code skills covering the full academic research pipeline — literature review, writing, peer review, and revision — built to act as a copilot rather than an autopilot for academic papers.

The all-time top

57 projects · by stars

  1. #1 · byoungd/up

    up

    An open, continuously updated book on lifelong learning in the AI era: it starts from learning English and expands into AI learning, real projects, startup failure and recovery.

    68.9K
  2. #2 · PlexPt/awesome-chatgpt-prompts-zh

    awesome-chatgpt-prompts-zh

    A curated Chinese-language collection of ChatGPT prompt templates ('调教指南') covering dozens of roles and use cases, from acting as a Linux terminal to writing novels, translating text, or running mock interviews.

    63.7K
  3. #3 · marktext/marktext

    marktext

    MarkText is an open-source markdown editor focused on speed and usability, with a realtime WYSIWYG preview and a clean, distraction-free writing interface. It runs on Linux, macOS and Windows.

    62.7K
  1. 4

    humanizer

    57.8Kblader/humanizer · Python

    Humanizer is an agent skill that rewrites AI-sounding text so it reads like a person wrote it, without changing the meaning. It works by detecting 25 known patterns of AI-generated writing and rewriting the draft to remove them.

  2. 5

    academic-research-skills

    52.5KImbad0202/academic-research-skills · Python

    A comprehensive suite of Claude Code skills covering the full academic research pipeline — literature review, writing, peer review, and revision — built to act as a copilot rather than an autopilot for academic papers.

  3. 6

    nature-skills

    48.8KYuan1z0825/nature-skills · Python

    nature-skills is a collection of reusable AI agent skills focused on Nature-style academic writing and scientific figure production, built for real research workflows like paper translation, polishing, PPT generation, and review response letters.

  4. 7

    awesome-ai-research-writing

    34.9KLeey21/awesome-ai-research-writing

    It is a curated collection of academic-writing prompt templates and agent skills, built from the real workflows of researchers at top labs like MSRA and Seed and students from Peking University, USTC and SJTU, to help polish, translate and de-AI-ify research papers written in LaTeX or Word.

  5. 8

    mdBook

    22.2Krust-lang/mdBook · Rust

    mdBook is a command-line utility that turns a folder of Markdown files into a modern online book — a static website you can host anywhere. Think Gitbook, but written in Rust.

  6. 9

    khazix-skills

    21.5KKKKKhazix/khazix-skills · Python

    A collection of AI Agent Skills the author uses daily in his own projects, open-sourced as structured instruction sets (SKILL.md files) that an agent can load directly, following the open Agent Skills standard. It includes goal-definition, disk cleanup, AI news lookup, project doc hygiene, deep research reports, and a personal writing-style skill.

  7. 10

    Humanizer-zh

    19.9Kop7418/Humanizer-zh · Python

    Humanizer-zh is a Chinese-localized Claude Code Skill that detects and removes AI-generated writing patterns, rewriting text so it reads more like natural human writing.

  8. 11

    howto-make-more-money

    18.7Keasychen/howto-make-more-money · PHP

    This is a book (in Chinese) about how programmers in China can earn extra side income, covering ideas like selling courses, writing, affiliate schemes, and other monetization paths specific to the Chinese internet ecosystem.

  9. 12

    overleaf

    18.2Koverleaf/overleaf · JavaScript

    Overleaf is an open-source, web-based real-time collaborative LaTeX editor; this repo is the self-hostable Community Edition, while the hosted version runs at overleaf.com.

  10. 13

    stop-slop

    18.1Khardikpandya/stop-slop

    A skill file that teaches Claude (or any LLM) to spot and remove typical AI writing patterns from prose, like throat-clearing openers, em dashes, and passive voice.

  11. 14

    chinese-copywriting-guidelines

    15.8Ksparanoid/chinese-copywriting-guidelines

    A style guide for writing and typesetting Chinese text correctly — covering spacing between Chinese and Latin characters/numbers, punctuation usage, full-width vs half-width characters, and correct casing of proper nouns — meant to reduce miscommunication within teams and make websites look more polished.

  12. 15

    learning_research

    15.2Kpengsida/learning_research

    A free, open-source guide to doing academic research, written in Chinese by researcher Peng Sida. It distills his research experience in written form so lab newcomers can learn the craft without word-of-mouth training.

  13. 16

    languagetool

    15.2Klanguagetool-org/languagetool · Java

    Open-source proofreading software that checks grammar and style in English, German, French, Spanish, Polish, Dutch and more — over 25 languages — catching many errors a simple spell checker misses.

  14. 17

    til

    14.2Kjbranchaud/til · Vim Script

    A personal collection of short write-ups called Today I Learned: small things the author picks up day to day across many languages and technologies, too minor for a full blog post.

  15. 18

    Zettlr

    13.8KZettlr/Zettlr · TypeScript

    Zettlr is a free and open-source desktop app for writing in Markdown, aimed at academic publishing: draft notes and papers with built-in citations and export to whatever pipeline your school or publisher requires.

  16. 19

    no-ai-slop

    12.5Kpetergyang/no-ai-slop · Python

    No AI Slop is an editing skill that strips 20+ overused AI writing patterns (like 'It's not X. It's Y.' or fake-profound endings) out of any text while keeping your own voice intact, and it can also detect slop or generate parody slop for fun.

  17. 20

    patent-disclosure-skill

    11.8KhandsomestWei/patent-disclosure-skill · Python

    An AI-agent skill for Chinese patents: it mines patentable points from your project materials and writes disclosure documents (invention / utility-model / design), rewrites disclosures into application files, runs bibliographic search, explains published patents in plain language, and helps draft examination responses.

  18. 21

    inkos

    10.4KNarcooo/inkos · TypeScript

    InkOS is an open-source story-creation AI agent system: it plans, writes, reviews and revises long serialized novels, short stories, screenplays, storyboards, interactive film-games and translations, all from one workbench.

  19. 22

    gridea

    10.2Kgetgridea/gridea · TypeScript

    Gridea is a static blog writing client: a desktop app where you write posts in Markdown and publish them as a static blog — pitched for recording your life, mood, knowledge, notes and ideas.

  20. 23

    Supervisor-Skills

    9.8KHKUSTDial/Supervisor-Skills · Python

    Supervisor-Skills is a collection of structured AI skill/prompt files that distill a professor's decade of research experience from top conferences (SIGMOD, VLDB, ICML, NeurIPS) into tools covering the full paper lifecycle, from idea evaluation to writing, figure design, and rebuttal.

  21. 24

    skills

    8Kjakubkrehel/skills · Markdown

    A collection of agent skills for Claude Code that help you build better interfaces, covering UI, typography, colors, accessibility, layout and product writing.

  22. 25

    Research-Starter-Kit

    7.6KLAMDA-NeSy/Research-Starter-Kit

    A Chinese-language handbook for students new to academic research, teaching the basics of how to do research and write papers from scratch.

  23. 26

    Research-Paper-Writing-Skills

    7.5KMaster-cai/Research-Paper-Writing-Skills

    This repository packages a 'research-paper-writing' Skill that teaches AI coding agents how to draft and improve ML/CV/NLP papers (Abstract, Introduction, Method, Experiments, Conclusion), curated and adapted from Prof. Peng Sida's open writing notes.

  24. 27

    ljg-skills

    7.5Klijigang/ljg-skills · TypeScript

    This is the author's personal collection of custom skills for the Codex AI agent, covering tasks like reading, writing, concept breakdown, paper summarization, and even relationship analysis.

  25. 28

    im-not-ai

    6Kepoko77-ai/im-not-ai · Python

    This is a Claude Skill that rewrites Korean text written by AI (ChatGPT, Claude, Gemini) so it reads like it was written by a human, removing translationese, mechanical parallelism and other 'AI tells' without changing the actual content.

  26. 29

    PaperSpine

    6KWUBING2023/PaperSpine · Python

    PaperSpine is a local-first academic writing system that orchestrates research, citation sourcing, drafting, review and delivery of papers, enforcing that every claim is backed by confirmed contributions and evidence before a manuscript can be called submittable.

  27. 30

    avoid-ai-writing

    5.1Kconorbronsdon/avoid-ai-writing · JavaScript

    A portable writing skill that audits text for 'AI writing patterns' (AI-isms like filler phrases, copula avoidance, promotional language) and rewrites it to sound human, or just flags the issues without changing anything.

  28. 31

    asd-ste100-skill

    5.1Kdanyuchn/asd-ste100-skill · Python

    A Claude Code skill that rewrites dense, ambiguous English into ASD-STE100 Simplified Technical English (the controlled-language standard aerospace manuals use), but aimed at text an AI agent has to parse — tool descriptions, error messages, and inter-agent messages — instead of human readers.

  29. 32

    linkedin-skills

    4.9Ksergebulaev/linkedin-skills · Python

    A bundle of 12 Claude Code and Codex skills for LinkedIn: they draft posts, comments and replies in your voice, audit drafts before publishing, and build a publishing cadence, all from your terminal.

  30. 33

    human-writing

    4.1KKKKKhazix/human-writing · Python

    human-writing is an Agent Skill that makes AI-generated Chinese text read like a specific person wrote it instead of generic AI-sounding prose. It covers most Chinese writing scenarios: Zhihu answers, WeChat articles, blogs, forum posts, profiles, explainers, reviews, fiction, and spoken scripts.

  31. 34

    chinese-novelist-skill

    3.9KPenglongHuang/chinese-novelist-skill · Python

    A Claude Code skill that writes a complete Chinese novel of 10-50 chapters from scratch, guiding you through a layered Q&A, then planning, drafting, and auto-checking every chapter on its own.

  32. 35

    anti-defensive-writing-Skill

    3.3KAdkid-Zephyr/anti-defensive-writing-Skill · Python

    A lightweight, zero-dependency Skill and prompt pack that stops 'defensive writing' in academic papers — the habit of pre-emptively hedging, apologizing, and undercutting your own results before reviewers even see them. It pushes writers toward a confident, press-conference style narrative built around the paper's strongest advantage.

  33. 36

    sepia

    3.2KNanako0129/sepia · Python

    Sepia is a de-AI writing skill for coding agents: it fixes AI-sounding prose at the narrative-architecture level — story structure in fiction, venue-matched rules for documents like release notes, PR replies, and postmortems.

  34. 37

    lieflat-less-ai-tone

    2.8Klarashero3-dotcom/lieflat-less-ai-tone · Python

    A research-backed skill that detects and removes 'AI tone' from Chinese writing, based on a statistical study of a 2.83-million-character corpus comparing AI-generated and human-written text.

  35. 38

    linkedin-agent-skill

    2.2KJakeschincariol/linkedin-agent-skill · Python

    A pack of eleven free Claude skills that handle running a LinkedIn account for you: writing posts off 21 hook formulas, commenting, replying, scoring your profile, planning the week, and a humanizer that strips AI-sounding text before you post.

  36. 39

    yomiyasu

    2.1Knanaism/yomiyasu · Python

    yomiyasu is an Agent Skill that revises AI-generated Japanese text into more natural, information-dense Japanese, meant to be loaded into AI coding environments such as Codex, Claude Code, and Cursor.

  37. 40

    natural-japanese

    1.9Kcoji/natural-japanese · Python

    An Agent Skill for writing and revising clear, natural Japanese for work documents — meeting minutes, reports, internal guides, proposals, blog posts. Its whole point is stripping the telltale 'AI smell' from machine-written prose.

  38. 41

    instagram-agent-skill

    1.8KJakeschincariol/instagram-agent-skill · Python

    Thirteen Claude Skills that run an Instagram account end-to-end: Reels scripts scored against 26 hook formulas, a viral-research skill, a caption linter, a profile scorer, a weekly planner, and a text humanizer. It's free, MIT-licensed, and needs no signup or API key.

  39. 42

    screenwriting-skills

    1.7Kjtydhr88/screenwriting-skills · Python

    A collection of 13 Claude Code skills that teach an AI agent the craft of screenwriting, television writing and dramaturgy, distilled from 19 Chinese, American and Japanese screenwriting books plus the complete works of Chekhov and Ozu Yasujiro.

  40. 43

    lieflat-gongwen

    1.5Klarashero3-dotcom/lieflat-gongwen · Python

    It's a 'Chinese official document writing' skill distilled from 1.02 million characters of real government writing samples, turning stylistic traits into measurable, checkable quantitative parameters so an AI agent can reproduce 7 typical official-document styles.

  41. 44

    neo

    1.5Khughhowey/neo · JavaScript

    NEO is a distraction-free word processor built specifically for writing novels, made by novelist Hugh Howey. It runs locally, saves manuscripts as plain files on disk, and needs no accounts or subscriptions.

  42. 45

    simplified-technical-english

    1K0xpili/simplified-technical-english · Python

    This is an Agent Skill that makes an LLM write and check text in Simplified Technical English (STE), the ASD-STE100 controlled language used by the aerospace and defense industries for manuals. It ships the SKILL.md rules, the approved word list, and a Python check tool.

  43. 46

    compass

    979AgriciDaniel/compass · JavaScript

    Compass is a complete Obsidian vault template that runs your life as a Life OS: nightly journaling questions, quarterly retreats, planning, habits, tasks, reading, writing, and an AI assistant — all plain Markdown.

  44. 47

    AI-drama-pound

    561POUND0423/AI-drama-pound

    ai-short-drama-screenwriter is an agent skill for ChatGPT desktop Codex, Codex CLI, and IDE extensions that handles topic selection, structure, characters, scenes, dialogue, conflict, twists, and revisions for short/vertical dramas written in Traditional Chinese.

  45. 48

    ai-aug-edu

    467HytidelLegend/ai-aug-edu · Python

    A Chinese-language toolbox of Agent Skills for AI-assisted learning, teaching and research, built for students, teachers and academics.

  46. 49

    sun-style-writing

    409KKKKhazix/sun-style-writing

    A Claude/Codex agent skill (sun-style-writing) that distills ten Chinese narrative writing techniques from a viral personal essay, teaching an AI model to write with concrete actions, numbers, objects and silence instead of explaining emotions directly.

  47. 50

    ASu-resume-skills

    385Claycui828/ASu-resume-skills · Python

    Two matched Codex agent skills: one writes a high-density, source-verified technical resume, and the other audits any resume by breaking its claims down into evidence-checked atomic statements.

  48. 51

    clarity

    273addyosmani/clarity · JavaScript

    Clarity is an Agent Skill that applies a set of writing rules (useful, clear, yours) when you draft, rewrite, or review prose with a coding agent.

  49. 52

    bigpeng-hot-gzh

    272BigPengSays/bigpeng-hot-gzh

    It's a Claude Skill that generates viral headline and topic ideas for WeChat public account (公众号) articles, distilled from about 100 viral AI articles into 7 reusable title formulas and 8 topic templates.

  50. 53

    Evidence-Bound-Press-Conference-Revision-Skill

    270lensback940701/Evidence-Bound-Press-Conference-Revision-Skill · Python

    It is an evidence-bound revision skill for academic manuscripts in social science research. It strips out defensive, self-protective prose (hedging, work-log narration, anticipatory rebuttals) while keeping every scope condition, evidence-status distinction, and rival explanation that the evidence actually supports.

  51. 54

    marketing-agi

    232holy-templar/marketing-agi

    Marketing AGI is a single Claude skill made of 14 modules that cover the full surface a marketer touches: scored audits, copy grading, a hook engine, ad diagnosis, GEO, email, launches, positioning and pricing.

  52. 55

    cumcm-paper-hand-skill

    212Mr-potato-123/cumcm-paper-hand-skill · TeX

    An Agent Skill that works with an AI agent (such as Claude Code) inside your contest folder to help write up a CUMCM (China Undergraduate Mathematical Contest in Modeling) paper in LaTeX, delivering a compiled 论文.tex plus PDF.

  53. 56

    Mars-Editor-Web

    194whyubel1eve/Mars-Editor-Web · TypeScript

    Mars Editor is a Markdown writing tool that converts your draft into inline-style rich text with one click, so you can paste it directly into the WeChat official account (微信公众号) editor without losing formatting.

  54. 57

    iso-24495-skill

    154danyuchn/iso-24495-skill

    A Claude Code skill that rewrites your text into plain language following ISO 24495-1:2023 — the standard that defines plain language by reader outcome: readers can find what they need, understand it on first reading, and use it. It works on English and Traditional Chinese.

Often tagged together