Research Writing
alfonso0512/research-writing-skill
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.
Review and polish LaTeX research papers for clarity and style
$ npx skills add wentorai/research-plugins --skill paper-polish-guide -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install wentorai/research-plugins paper-polish-guide --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/wentorai/research-plugins.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/writing/polish/paper-polish-guide .claude/skills/paper-polish-guide && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "paper-polish-guide" agent skill from https://github.com/wentorai/research-plugins/tree/main/skills/writing/polish/paper-polish-guide into .claude/skills/paper-polish-guide/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-polish-guide", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/wentorai/research-plugins/tree/main/skills/writing/polish/paper-polish-guideType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add wentorai/research-plugins --skill paper-polish-guide -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install wentorai/research-plugins paper-polish-guide --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wentorai/research-plugins.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/writing/polish/paper-polish-guide .agents/skills/paper-polish-guide && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "paper-polish-guide" agent skill from https://github.com/wentorai/research-plugins/tree/main/skills/writing/polish/paper-polish-guide into .agents/skills/paper-polish-guide/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-polish-guide", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add wentorai/research-plugins --skill paper-polish-guide -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install wentorai/research-plugins paper-polish-guide --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wentorai/research-plugins.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/writing/polish/paper-polish-guide .cursor/skills/paper-polish-guide && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "paper-polish-guide" agent skill from https://github.com/wentorai/research-plugins/tree/main/skills/writing/polish/paper-polish-guide into .cursor/skills/paper-polish-guide/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-polish-guide", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/wentorai/research-plugins.git --path skills/writing/polish/paper-polish-guide--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add wentorai/research-plugins --skill paper-polish-guide -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install wentorai/research-plugins paper-polish-guide --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wentorai/research-plugins.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/writing/polish/paper-polish-guide .gemini/skills/paper-polish-guide && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "paper-polish-guide" agent skill from https://github.com/wentorai/research-plugins/tree/main/skills/writing/polish/paper-polish-guide into .gemini/skills/paper-polish-guide/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-polish-guide", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install wentorai/research-plugins paper-polish-guideInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add wentorai/research-plugins --skill paper-polish-guide -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/wentorai/research-plugins.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/writing/polish/paper-polish-guide .github/skills/paper-polish-guide && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "paper-polish-guide" agent skill from https://github.com/wentorai/research-plugins/tree/main/skills/writing/polish/paper-polish-guide into .github/skills/paper-polish-guide/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-polish-guide", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add wentorai/research-plugins --skill paper-polish-guide -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install wentorai/research-plugins paper-polish-guide --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wentorai/research-plugins.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/writing/polish/paper-polish-guide .opencode/skills/paper-polish-guide && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "paper-polish-guide" agent skill from https://github.com/wentorai/research-plugins/tree/main/skills/writing/polish/paper-polish-guide into .opencode/skills/paper-polish-guide/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-polish-guide", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
paper-polish-guideReview and polish LaTeX research papers for clarity and style
Paper Polish Guide is an agent skill from wentorai/research-plugins. Review and polish LaTeX research papers for clarity and style
Its SKILL.md is about 1.8k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Documents & Office, covering LaTeX. It works with LaTeX. The repository describes itself as: 350+ academic research skills, MCP configs, and plugins for Research-Claw and AI agents. The licence is MIT.
Read from SKILL.md and the folder at commit bf44b3c. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md (its code samples are latex and bash).
From the folder's file list and the shell code blocks in SKILL.md.
Links to these hosts (documentation or services it may open):
nongnu.orgFrom URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Paper Polish Guide loads about 1.8k tokens when it runs. Until then it costs about 20 tokens; SKILL.md has 858 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from wentorai/research-plugins at commit bf44b3c, republished under its MIT licence (© wentorai). 858 words, ~1,841 tokens.
.claude/skills/paper-polish-guide/SKILL.md (or your agent's skills folder).The difference between a good paper and a great paper often lies in the final polishing stage. After the scientific content is solid and the structure is sound, a thorough polish pass addresses clarity, conciseness, consistency, and correctness at the sentence and paragraph level. This is where awkward phrasing is smoothed, redundancies are eliminated, and the prose is tightened to convey ideas with maximum precision and minimum friction.
This skill provides a systematic approach to polishing research papers, with a particular focus on LaTeX manuscripts. It covers common writing issues in academic papers, a multi-pass review strategy, specific patterns to search for and fix, and tools that can assist the process. The techniques apply across all academic disciplines but include LaTeX-specific advice for formatting and typographic polish.
The skill is designed for the final stages of writing, after the content and structure are complete. It is not about rewriting sections—it is about refining the existing prose to its best possible form.
Polish your paper in multiple focused passes rather than trying to fix everything at once. Each pass targets a specific aspect of the writing:
Read each paragraph and check:
Read each sentence and check:
Review word choice throughout:
For LaTeX manuscripts, check these formatting details:
% Non-breaking spaces before citations and references
as shown in prior work~\cite{smith2024}
in Figure~\ref{fig:architecture}
in Table~\ref{tab:results}
in Section~\ref{sec:methods}
% Correct dash usage
pages 1--10 % en-dash for ranges
state-of-the-art % hyphen for compound adjectives
--- and % em-dash for parenthetical (or use --)
% Math mode consistency
$n$-dimensional % variable in math mode even in text
$O(n \log n)$ % Big-O in math mode
% Consistent use of \emph{} vs \textit{}
% Use \emph{} for emphasis, \textit{} only when italic is the content (e.g., species names)\cite{} keys resolve to entries in your .bib file| Wordy | Concise |
|---|---|
| "In order to" | "To" |
| "Due to the fact that" | "Because" |
| "A large number of" | "Many" |
| "In the event that" | "If" |
| "At the present time" | "Now" / "Currently" |
| "It is possible that" | "May" / "Could" |
| "Has the ability to" | "Can" |
| "With regard to" | "Regarding" / "About" |
| "For the purpose of" | "To" / "For" |
| "On the basis of" | "Based on" |
Avoid starting sentences with:
Academic writing traditionally uses passive voice, but overuse makes prose sluggish. Use active voice for your contributions and passive for standard procedures:
Complement manual review with these tools:
chktex or lacheck to catch common LaTeX issues (missing tildes, inconsistent quotes, etc.)aspell or your editor's built-in spell checker with a custom dictionary for technical termstextlint or writegood can flag passive voice, weasel words, and other style issues# Find common issues with chktex
chktex -v3 main.tex
# Check spelling with aspell
aspell --mode=tex check main.tex
# Find inconsistent terminology
grep -n "data set\|dataset" main.tex
grep -n "pre-train\|pretrain" main.texBefore declaring the paper polished:
\cite, \ref, and \eqref commands$3.2\,\text{ms}$© wentorai, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in skills/writing/polish/paper-polish-guide of wentorai/research-plugins.
Open the folder on GitHubat commit bf44b3c
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in wentorai/research-plugins, which our catalogue first saw on October 7, 2026.
Paper Polish Guide next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Paper Polish Guide this skillwentorai/research-plugins | 298 | 1 repos | ~1.8k | Automated safety check: Pass | MIT | |
| Research Writingalfonso0512/research-writing-skill | 490 | 1 repos | ~818 | Automated safety check: Pass | MIT | |
| Paper WritingMLNLP-World/Paper-Writing-Tips | 4.7k | — | ~630 | Automated safety check: Pass | None | |
| PaperjurySpark-To-Paper-Skills/paperjury | 1.2k | — | ~5.3k | Automated safety check: Pass | MIT | |
| Literature Surveyai4s-research/ai4s-skills | 237 | 2 repos | ~2k | Automated safety check: Pass | MIT | |
| Venue TemplatesK-Dense-AI/claude-scientific-writer | 2.4k | 2 repos | ~2.9k | Automated safety check: Pass | MIT |
alfonso0512/research-writing-skill
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.
MLNLP-World/Paper-Writing-Tips
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。
Spark-To-Paper-Skills/paperjury
Three modes for CS-conference papers (CVPR/ICCV/ECCV vision, ACL/EMNLP/NAACL NLP, ICLR/NeurIPS/ICML/AAAI ML).
ai4s-research/ai4s-skills
A skill your agent uses when the user wants a comprehensive literature survey on a specific research topic.
K-Dense-AI/claude-scientific-writer
Prepare journal manuscripts, conference papers, research posters, and grant documents using venue-specific formatting guidance and bundled LaTeX scaffolds.
OpenRaiser/NanoResearch
Draft a LaTeX research paper from all previous stage outputs
wentorai/research-plugins
Craft structured research abstracts that maximize clarity and journal acceptance
wentorai/research-plugins
Manage academic citations across BibTeX, APA, MLA, and Chicago formats
wentorai/research-plugins
Summarize academic papers with structured extraction of key elements
wentorai/research-plugins
Evidence-based study techniques for academic learning and retention
wentorai/research-plugins
Adjust writing tone and register for academic audiences and venues
wentorai/research-plugins
Academic translation, post-editing, and Chinglish correction guide
Works with
Categories
Review and polish LaTeX research papers for clarity and style. Paper Polish Guide is an agent skill from wentorai/research-plugins.
Paper Polish Guide fits situations like: tasks that involve LaTeX.
Run `npx skills add wentorai/research-plugins --skill paper-polish-guide -a claude-code`. Or copy the skill folder (skills/writing/polish/paper-polish-guide in wentorai/research-plugins) into .claude/skills/paper-polish-guide in your project. Claude Code loads it when a task matches its description.
Run `npx skills add wentorai/research-plugins --skill paper-polish-guide -a codex`. Or copy the skill folder (skills/writing/polish/paper-polish-guide in wentorai/research-plugins) into .agents/skills/paper-polish-guide in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add wentorai/research-plugins --skill paper-polish-guide -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/paper-polish-guide, .gemini/skills/paper-polish-guide, .github/skills/paper-polish-guide and .opencode/skills/paper-polish-guide in your project.
SKILL.md names no scripts, command-line tools or credentials: Paper Polish Guide is instructions for the agent only.
SKILL.md names 1 domain. As links in the text: nongnu.org. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Paper Polish Guide is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.8k tokens (SKILL.md is roughly 7.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Paper Polish Guide: Research Writing (alfonso0512/research-writing-skill, 490 stars), Paper Writing (MLNLP-World/Paper-Writing-Tips, 4.7k stars), Paperjury (Spark-To-Paper-Skills/paperjury, 1.2k stars) and Literature Survey (ai4s-research/ai4s-skills, 237 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
wentorai (a GitHub user) maintains it in wentorai/research-plugins, which has 298 GitHub stars. The repository holds 405 skills in this directory. The repository was last updated on June 19, 2026.
Source: wentorai/research-plugins on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.