Hypothesis Generation
spacering-net/codeg
Structured hypothesis formulation from observations. An agent skill from spacering-net/codeg.
沁言学术通用论文润色优化 - 按照专业学术规范对中英文学术论文、学位论文和专业报告进行语言润色，提升表达质量、逻辑连贯性和格式规范性。适用于未指定期刊的常规润色；若用户明确要求 Nature/Nature Communications 风格、章节级论证重构、声称—证据边界审查或投稿级英文精修，改用 qinyan-nature-polishing。触发词：论文润色、论文修改、润色优化、paper…
Install Qinyan Paper Polish
$ npx skills add LeonChaoX/qinyan-academic-skills --skill qinyan-paper-polish -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install LeonChaoX/qinyan-academic-skills qinyan-paper-polish --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/LeonChaoX/qinyan-academic-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/'skills/沁言学术skills/qinyan-paper-polish' .claude/skills/qinyan-paper-polish && 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 "qinyan-paper-polish" agent skill from https://github.com/LeonChaoX/qinyan-academic-skills/tree/main/skills/%E6%B2%81%E8%A8%80%E5%AD%A6%E6%9C%AFskills/qinyan-paper-polish into .claude/skills/qinyan-paper-polish/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qinyan-paper-polish", 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/LeonChaoX/qinyan-academic-skills/tree/main/skills/%E6%B2%81%E8%A8%80%E5%AD%A6%E6%9C%AFskills/qinyan-paper-polishType 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 LeonChaoX/qinyan-academic-skills --skill qinyan-paper-polish -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install LeonChaoX/qinyan-academic-skills qinyan-paper-polish --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/LeonChaoX/qinyan-academic-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/'skills/沁言学术skills/qinyan-paper-polish' .agents/skills/qinyan-paper-polish && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "qinyan-paper-polish" agent skill from https://github.com/LeonChaoX/qinyan-academic-skills/tree/main/skills/%E6%B2%81%E8%A8%80%E5%AD%A6%E6%9C%AFskills/qinyan-paper-polish into .agents/skills/qinyan-paper-polish/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qinyan-paper-polish", 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 LeonChaoX/qinyan-academic-skills --skill qinyan-paper-polish -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install LeonChaoX/qinyan-academic-skills qinyan-paper-polish --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/LeonChaoX/qinyan-academic-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/'skills/沁言学术skills/qinyan-paper-polish' .cursor/skills/qinyan-paper-polish && 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 "qinyan-paper-polish" agent skill from https://github.com/LeonChaoX/qinyan-academic-skills/tree/main/skills/%E6%B2%81%E8%A8%80%E5%AD%A6%E6%9C%AFskills/qinyan-paper-polish into .cursor/skills/qinyan-paper-polish/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qinyan-paper-polish", 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/LeonChaoX/qinyan-academic-skills.git --path 'skills/沁言学术skills/qinyan-paper-polish'--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 LeonChaoX/qinyan-academic-skills --skill qinyan-paper-polish -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install LeonChaoX/qinyan-academic-skills qinyan-paper-polish --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/LeonChaoX/qinyan-academic-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/'skills/沁言学术skills/qinyan-paper-polish' .gemini/skills/qinyan-paper-polish && 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 "qinyan-paper-polish" agent skill from https://github.com/LeonChaoX/qinyan-academic-skills/tree/main/skills/%E6%B2%81%E8%A8%80%E5%AD%A6%E6%9C%AFskills/qinyan-paper-polish into .gemini/skills/qinyan-paper-polish/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qinyan-paper-polish", 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 LeonChaoX/qinyan-academic-skills qinyan-paper-polishInstalls 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 LeonChaoX/qinyan-academic-skills --skill qinyan-paper-polish -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/LeonChaoX/qinyan-academic-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/'skills/沁言学术skills/qinyan-paper-polish' .github/skills/qinyan-paper-polish && 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 "qinyan-paper-polish" agent skill from https://github.com/LeonChaoX/qinyan-academic-skills/tree/main/skills/%E6%B2%81%E8%A8%80%E5%AD%A6%E6%9C%AFskills/qinyan-paper-polish into .github/skills/qinyan-paper-polish/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qinyan-paper-polish", 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 LeonChaoX/qinyan-academic-skills --skill qinyan-paper-polish -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install LeonChaoX/qinyan-academic-skills qinyan-paper-polish --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/LeonChaoX/qinyan-academic-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/'skills/沁言学术skills/qinyan-paper-polish' .opencode/skills/qinyan-paper-polish && 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 "qinyan-paper-polish" agent skill from https://github.com/LeonChaoX/qinyan-academic-skills/tree/main/skills/%E6%B2%81%E8%A8%80%E5%AD%A6%E6%9C%AFskills/qinyan-paper-polish into .opencode/skills/qinyan-paper-polish/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qinyan-paper-polish", 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.
Facts
- Skill name
qinyan-paper-polish- GitHub stars
- 944
- Token cost
- ~603 tokens
- SKILL.md length
- 121 words
- Files
- 1
- Skills in repo
- 31
- Repo updated
- First seen
- Licence
- MIT
At a glance
沁言学术通用论文润色优化 - 按照专业学术规范对中英文学术论文、学位论文和专业报告进行语言润色，提升表达质量、逻辑连贯性和格式规范性。适用于未指定期刊的常规润色；若用户明确要求 Nature/Nature Communications 风格、章节级论证重构、声称—证据边界审查或投稿级英文精修，改用 qinyan-nature-polishing。触发词：论文润色、论文修改、润色优化、paper…
- Works in 5 steps: 语言表达优化 → 学术用语规范 → 逻辑与结构 → …
- Research & Science work in your project
- SKILL.md covers 概述, 润色原则, 润色维度 and 工作流程, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Qinyan Paper Polish is an agent skill from LeonChaoX/qinyan-academic-skills. 沁言学术通用论文润色优化 - 按照专业学术规范对中英文学术论文、学位论文和专业报告进行语言润色，提升表达质量、逻辑连贯性和格式规范性。适用于未指定期刊的常规润色；若用户明确要求 Nature/Nature Communications 风格、章节级论证重构、声称—证据边界审查或投稿级英文精修，改用 qinyan-nature-polishing。触发词：论文润色、论文修改、润色优化、paper polishing、academic writing、论文改写、文本润色、报告润色
Its SKILL.md is about 600 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 Research & Science. The repository describes itself as: A curated, multilingual library of 182 installable AI agent skills for end-to-end academic research—spanning literature discovery, scientific writing, grant development… The licence is MIT.
When your agent uses it
- Research & Science work in your project
Example prompts
- “/qinyan-paper-polish”
Workflow steps
5 steps, taken from the step headings in SKILL.md.
What it can do on your machine
Read from SKILL.md and the folder at commit df5a498. It shows what the files ask for, not the result of running them.
Tool permissions
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.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Qinyan Paper Polish loads about 603 tokens when it runs. Until then it costs about 65 tokens; SKILL.md has 121 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.
Safety
Auto-check passed
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.
SKILL.md
The full file from LeonChaoX/qinyan-academic-skills at commit df5a498, republished under its MIT licence (© LeonChaoX). 121 words, ~603 tokens.
Download SKILL.mdSave it as
.claude/skills/qinyan-paper-polish/SKILL.md (or your agent's skills folder).- name
- qinyan-paper-polish
- description
- 沁言学术通用论文润色优化 - 按照专业学术规范对中英文学术论文、学位论文和专业报告进行语言润色，提升表达质量、逻辑连贯性和格式规范性。适用于未指定期刊的常规润色；若用户明确要求 Nature/Nature Communications 风格、章节级论证重构、声称—证据边界审查或投稿级英文精修，改用 qinyan-nature-polishing。触发词：论文润色、论文修改、润色优化、paper polishing、academic writing、论文改写、文本润色、报告润色
沁言学术 - 论文润色优化
概述
本技能按照科学专业的学术规范，对中文论文、英文论文、专业报告等学术文本进行润色优化。提升语言表达质量、逻辑连贯性和学术规范性，同时保持作者的原始观点和研究内容不变。
技能路由： 本技能处理通用语言润色。用户明确指定 Nature 系列期刊，或需要章节级逻辑重构、证据边界校准、去模板化 AI 文风和投稿级忠实度核验时，使用 qinyan-nature-polishing。
学术诚信声明：
- 润色仅限于语言表达层面的优化，不改变原文的核心观点、数据和结论
- 不会添加原文中不存在的研究内容或数据
- 不会替代作者的原创性工作
- 润色结果应由作者本人审核确认
润色原则
核心原则
- 忠实原意：准确保留作者的原始观点、逻辑和论述
- 学术规范：符合学术写作的通用规范和领域惯例
- 清晰精炼：消除冗余表达，提升行文简洁度
- 逻辑连贯：确保段落之间、句子之间的逻辑衔接流畅
- 术语准确：使用准确的专业术语，避免口语化表达
不做的事
- 不改变研究结论或夸大研究成果
- 不添加未经证实的论述
- 不删除关键信息或数据
- 不改变文章的整体结构（除非用户明确要求）
润色维度
1. 语言表达优化
- 消除语法错误和拼写错误
- 修正标点符号使用不当
- 改善句式结构，避免过长或过短的句子
- 消除重复表述和冗余词语
- 统一人称和时态使用
2. 学术用语规范
- 将口语化表达替换为学术用语
- 使用领域标准术语，保持术语一致性
- 适当使用学术衔接词和过渡短语
- 避免绝对化表述（如"证明了"改为"表明"/"揭示了"）
- 使用客观、中性的学术语气
3. 逻辑与结构
- 检查论证逻辑的完整性和连贯性
- 优化段落之间的过渡衔接
- 确保因果关系表述准确
- 检查前后文的一致性
4. 中文论文特殊规范
- 中文标点符号使用规范（全角标点）
- 数字与单位的使用规范
- 中英文混排时的空格和格式规范
- 参考《GB/T 7713.2-2022 学术论文编写规则》
5. 英文论文特殊规范
- 学术英语时态使用（方法用过去时，结论用现在时等）
- 避免非正式缩写（don't → do not）
- 主被动语态的合理使用
- 冠词和介词的准确使用
- 参考目标期刊的写作风格指南
工作流程
第一步：接收文本
接收用户提供的待润色文本，确认：
- 文本语言（中文/英文）
- 文本类型（学术论文/专业报告/学位论文/综述等）
- 所属学科领域
- 特殊要求（如目标期刊的风格要求）
第二步：全面分析
分析文本存在的主要问题：
- 语言问题（语法、用词、句式）
- 逻辑问题（论证不清、衔接不当）
- 格式问题（标点、术语不一致）
- 学术规范问题（用语不当、表述不严谨）
第三步：润色输出
提供润色后的完整文本，并附上修改说明。
输出格式
方式一：全文润色（默认）
## 润色结果
[润色后的完整文本]
---
## 修改说明
### 主要修改
1. [修改点1]: 原文"..." → 修改为"..."，理由：...
2. [修改点2]: 原文"..." → 修改为"..."，理由：...
...
### 修改统计
- 语言表达优化：X 处
- 术语规范化：X 处
- 逻辑衔接优化：X 处
- 格式规范化：X 处方式二：逐段润色（用户要求时）
对每个段落单独给出原文和润色后的对比。
方式三：批注模式（用户要求时）
在原文基础上标注修改建议，由用户自行决定是否采纳。
特殊场景处理
摘要(Abstract)润色
- 严格控制字数（中文300-500字，英文150-300词，或按期刊要求）
- 确保包含：研究背景、目的、方法、结果、结论五要素
- 语言精炼，避免使用"本文"开头（英文避免"In this paper"）
引言(Introduction)润色
- 确保研究背景→研究现状→研究空白→本文工作的逻辑递进
- 文献引用描述准确、客观
结论(Conclusion)润色
- 避免引入新内容
- 与摘要中的表述保持一致但不完全重复
- 适当展望未来研究方向
示例
润色前（中文）
我们通过实验证明了这个方法是最好的。实验结果很好地说明了我们提出的算法能够非常有效地提高性能。润色后（中文）
实验结果表明，所提方法在多项评估指标上均取得了显著提升，验证了该算法的有效性。修改说明
- "我们"→ 隐去主语，使用更客观的学术表达
- "证明了...是最好的"→ "表明...取得了显著提升"，避免绝对化表述
- "很好地"→ 删除，消除口语化修饰
- 合并两句冗余表述为一句精炼表达
© LeonChaoX, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in skills/沁言学术skills/qinyan-paper-polish of LeonChaoX/qinyan-academic-skills.
Open the folder on GitHubat commit df5a498
Compare with similar skills
Qinyan Paper Polish 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 |
|---|---|---|---|---|---|---|
| Qinyan Paper Polish this skillLeonChaoX/qinyan-academic-skills | 944 | — | ~603 | Automated safety check: Pass | MIT | |
| Hypothesis Generationspacering-net/codeg | 3.9k | 14 repos | ~3.6k | Automated safety check: Notes | MIT | |
| GitHub Deep Researchbytedance/deer-flow | 84k | 4 repos | ~1.3k | Automated safety check: Pass | MIT | |
| Nature Paper CardYuan1z0825/nature-skills | 47k | 2 repos | ~2.1k | Automated safety check: Pass | Apache-2.0 | |
| Content Research Writerweapp-tailwindcss/weapp-tailwindcss | 1.9k | 25 repos | ~3.5k | Automated safety check: Pass | MIT | |
| Last30daysmvanhorn/last30days-skill | 64k | — | ~7.9k | Automated safety check: Notes | MIT |
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Nature Paper Card
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Content Research Writer
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Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section.
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Research what people actually say about any topic in the last 30 days.
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Structured manuscript/grant review with checklist-based evaluation.
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Questions about Qinyan Paper Polish
What does Qinyan Paper Polish do?
沁言学术通用论文润色优化 - 按照专业学术规范对中英文学术论文、学位论文和专业报告进行语言润色，提升表达质量、逻辑连贯性和格式规范性。适用于未指定期刊的常规润色；若用户明确要求 Nature/Nature Communications 风格、章节级论证重构、声称—证据边界审查或投稿级英文精修，改用 qinyan-nature-polishing。触发词：论文润色、论文修改、润色优化、paper…. Qinyan Paper Polish is an agent skill from LeonChaoX/qinyan-academic-skills.
When should I use Qinyan Paper Polish?
Qinyan Paper Polish fits situations like: research & Science work in your project.
How do I install Qinyan Paper Polish in Claude Code?
Run `npx skills add LeonChaoX/qinyan-academic-skills --skill qinyan-paper-polish -a claude-code`. Or copy the skill folder (skills/沁言学术skills/qinyan-paper-polish in LeonChaoX/qinyan-academic-skills) into .claude/skills/qinyan-paper-polish in your project. Claude Code loads it when a task matches its description.
How do I install Qinyan Paper Polish in Codex?
Run `npx skills add LeonChaoX/qinyan-academic-skills --skill qinyan-paper-polish -a codex`. Or copy the skill folder (skills/沁言学术skills/qinyan-paper-polish in LeonChaoX/qinyan-academic-skills) into .agents/skills/qinyan-paper-polish in your project. Codex loads it when a task matches its description.
Can I use Qinyan Paper Polish in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add LeonChaoX/qinyan-academic-skills --skill qinyan-paper-polish -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/qinyan-paper-polish, .gemini/skills/qinyan-paper-polish, .github/skills/qinyan-paper-polish and .opencode/skills/qinyan-paper-polish in your project.
What does Qinyan Paper Polish need to run?
SKILL.md names no scripts, command-line tools or credentials: Qinyan Paper Polish is instructions for the agent only.
Does Qinyan Paper Polish access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Qinyan Paper Polish safe to install?
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.
What licence does Qinyan Paper Polish use?
Qinyan Paper Polish is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Qinyan Paper Polish use?
About 603 tokens (SKILL.md is roughly 2.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Qinyan Paper Polish?
Skills that share tags, products or a category with Qinyan Paper Polish: Hypothesis Generation (spacering-net/codeg, 3.9k stars), GitHub Deep Research (bytedance/deer-flow, 84k stars), Nature Paper Card (Yuan1z0825/nature-skills, 47k stars) and Content Research Writer (weapp-tailwindcss/weapp-tailwindcss, 1.9k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Qinyan Paper Polish?
LeonChaoX (a GitHub user) maintains it in LeonChaoX/qinyan-academic-skills, which has 944 GitHub stars. The repository holds 31 skills in this directory. The repository was last updated on July 20, 2026.
Source: LeonChaoX/qinyan-academic-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.