Literature Review
neflibata-feng/MyArxiv-Agent
Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.).
沁言学术文献检索 - 支持从 Google Scholar、万方(Wanfang)、PubMed、ArXiv 四大学术数据库检索文献。智能选择检索策略：中文优先万方、英文优先Google Scholar、医学类优先PubMed、理工计算机类优先ArXiv。使用沁言学术OpenAPI。触发词：文献检索、论文搜索、搜索论文、查找文献、paper search、find papers、search…
Install Qinyan Paper Search
$ npx skills add LeonChaoX/qinyan-academic-skills --skill qinyan-paper-search -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install LeonChaoX/qinyan-academic-skills qinyan-paper-search --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-search' .claude/skills/qinyan-paper-search && 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-search" 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-search into .claude/skills/qinyan-paper-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qinyan-paper-search", 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-searchType 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-search -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install LeonChaoX/qinyan-academic-skills qinyan-paper-search --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-search' .agents/skills/qinyan-paper-search && 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-search" 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-search into .agents/skills/qinyan-paper-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qinyan-paper-search", 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-search -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install LeonChaoX/qinyan-academic-skills qinyan-paper-search --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-search' .cursor/skills/qinyan-paper-search && 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-search" 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-search into .cursor/skills/qinyan-paper-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qinyan-paper-search", 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-search'--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-search -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install LeonChaoX/qinyan-academic-skills qinyan-paper-search --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-search' .gemini/skills/qinyan-paper-search && 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-search" 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-search into .gemini/skills/qinyan-paper-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qinyan-paper-search", 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-searchInstalls 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-search -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-search' .github/skills/qinyan-paper-search && 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-search" 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-search into .github/skills/qinyan-paper-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qinyan-paper-search", 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-search -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-search --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-search' .opencode/skills/qinyan-paper-search && 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-search" 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-search into .opencode/skills/qinyan-paper-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qinyan-paper-search", 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-search- GitHub stars
- 944
- Token cost
- ~918 tokens
- SKILL.md length
- 227 words
- Files
- 2 (incl. scripts)
- Skills in repo
- 31
- Repo updated
- First seen
- Licence
- MIT
At a glance
沁言学术文献检索 - 支持从 Google Scholar、万方(Wanfang)、PubMed、ArXiv 四大学术数据库检索文献。智能选择检索策略：中文优先万方、英文优先Google Scholar、医学类优先PubMed、理工计算机类优先ArXiv。使用沁言学术OpenAPI。触发词：文献检索、论文搜索、搜索论文、查找文献、paper search、find papers、search…
- Works in 2 steps: 已设置 QINYAN_API_KEY 环境变量（前往… → 环境中可用 curl 和 python3
- Tasks that involve Academic paper search
- SKILL.md covers 概述, 前置条件, 智能检索策略 and 使用方法, plus 2 more sections
- Runs Shell scripts from its folder; calls bash; needs QINYAN_API_KEY
What it does
Qinyan Paper Search is an agent skill from LeonChaoX/qinyan-academic-skills. 沁言学术文献检索 - 支持从 Google Scholar、万方(Wanfang)、PubMed、ArXiv 四大学术数据库检索文献。智能选择检索策略：中文优先万方、英文优先Google Scholar、医学类优先PubMed、理工计算机类优先ArXiv。使用沁言学术OpenAPI。触发词：文献检索、论文搜索、搜索论文、查找文献、paper search、find papers、search literature
Its SKILL.md is about 920 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including scripts (for example `scripts/search.sh`).
It sits in Research & Science, covering Academic paper search. It works with arXiv, PubMed and OpenAPI. 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
- Tasks that involve Academic paper search
Example prompts
- “/qinyan-paper-search”
Requirements
- A Bash shell
- A credential in QINYAN_API_KEY
Workflow steps
2 steps, taken from the first numbered list in SKILL.md.
- 已设置 QINYAN_API_KEY 环境变量（前往 https://platform.qinyanai.com/ 申请）
- 环境中可用 curl 和 python3
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
Ships 1 file in scripts/ (Shell), which the agent can run.
Shell commands in SKILL.md call:
bash
From the folder's file list and the shell code blocks in SKILL.md.
Network
Links to these hosts (documentation or services it may open):
platform.qinyanai.com
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names these keys or tokens, usually read from environment variables:
QINYAN_API_KEY
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Qinyan Paper Search loads about 918 tokens when it runs. Until then it costs about 57 tokens; SKILL.md has 227 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); the scripts in this folder are not scanned.
SKILL.md
The full file from LeonChaoX/qinyan-academic-skills at commit df5a498, republished under its MIT licence (© LeonChaoX). 227 words, ~918 tokens.
Download SKILL.mdSave it as
.claude/skills/qinyan-paper-search/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- qinyan-paper-search
- description
- 沁言学术文献检索 - 支持从 Google Scholar、万方(Wanfang)、PubMed、ArXiv 四大学术数据库检索文献。智能选择检索策略：中文优先万方、英文优先Google Scholar、医学类优先PubMed、理工计算机类优先ArXiv。使用沁言学术OpenAPI。触发词：文献检索、论文搜索、搜索论文、查找文献、paper search、find papers、search literature
沁言学术 - 文献检索
概述
本技能通过沁言学术OpenAPI，支持从 Google Scholar、万方(Wanfang)、PubMed、ArXiv 四大学术数据库进行文献检索。根据用户查询的语言和学科领域，智能选择最优检索策略。
学术诚信声明： 所有检索结果均来自真实学术数据库，严禁捏造或猜测文献信息。如检索结果不完整，应如实告知用户。
前置条件
使用前请确保：
- 已设置
QINYAN_API_KEY环境变量（前往 https://platform.qinyanai.com/ 申请） - 环境中可用
curl和python3
export QINYAN_API_KEY="your-api-key-here"智能检索策略
收到用户的检索请求后，请按以下策略选择数据源：
语言策略
- 中文查询：优先使用 万方(Wanfang)，可同时检索 Google Scholar
- 英文查询：优先使用 Google Scholar，可同时检索其他英文数据库
学科策略
- 医学/生物医学/生命科学：优先使用 PubMed（不支持中文query，需翻译为英文）
- 计算机科学/理工/数学/物理：优先使用 ArXiv（不支持中文query，需翻译为英文）
- 社科/人文/综合：优先使用 Google Scholar 或 万方
重要提醒
- PubMed 和 ArXiv 不支持中文检索：如用户使用中文关键词且需检索这两个数据库，必须先将查询词翻译为准确的英文学术术语，再发起检索
- 可同时检索多个数据库以获取更全面的结果
- 向用户说明实际使用了哪些数据库进行检索
使用方法
通过 scripts/search.sh 脚本调用API，指定数据源和检索参数：
bash scripts/search.sh <source> '<json_payload>'其中 <source> 为：google | wanfang | pubmed | arxiv
各数据库参数说明
Google Scholar
bash scripts/search.sh google '{"query": "deep learning", "max_results": 20, "offset": 0, "date_from": "2020", "date_to": "2025", "author": "Hinton", "journal": "Nature", "language": "english"}'| 参数 | 类型 | 必填 | 说明 |
|---|---|---|---|
| query | string | 是 | 检索关键词，支持布尔表达式（1-300字符） |
| max_results | int | 否(默认20) | 返回数量，最大20 |
| offset | int | 否(默认0) | 分页偏移量 |
| date_from | string | 否 | 起始年份，如 "2020" |
| date_to | string | 否 | 截止年份，如 "2025" |
| author | string | 否 | 按作者筛选 |
| journal | string | 否 | 按期刊筛选 |
| language | string | 否 | "english" 或 "中文"，留空不限 |
万方(Wanfang)
bash scripts/search.sh wanfang '{"query": "人工智能 教育", "max_results": 50, "date_from": "2020", "date_to": "2025"}'| 参数 | 类型 | 必填 | 说明 |
|---|---|---|---|
| query | string | 是 | 检索关键词，支持中英文（1-300字符） |
| max_results | int | 否(默认50) | 返回数量，1-100 |
| date_from | string | 否 | 起始年份 |
| date_to | string | 否 | 截止年份 |
PubMed
bash scripts/search.sh pubmed '{"query": "cancer immunotherapy", "max_results": 50, "offset": 0, "date_from": "2020", "date_to": "2025"}'| 参数 | 类型 | 必填 | 说明 |
|---|---|---|---|
| query | string | 是 | 检索关键词，支持PubMed查询语法（1-300字符，仅英文） |
| max_results | int | 否(默认50) | 返回数量，1-200 |
| offset | int | 否(默认0) | 分页偏移量 |
| date_from | string | 否 | 起始日期，"YYYY" 或 "YYYYMMDD" |
| date_to | string | 否 | 截止日期，"YYYY" 或 "YYYYMMDD" |
ArXiv
bash scripts/search.sh arxiv '{"query": "transformer attention", "max_results": 50, "offset": 0, "date_from": "2020", "date_to": "2025", "author": "Vaswani"}'| 参数 | 类型 | 必填 | 说明 |
|---|---|---|---|
| query | string | 是 | 检索关键词，支持ArXiv查询语法（1-300字符，仅英文） |
| max_results | int | 否(默认50) | 返回数量，1-100 |
| offset | int | 否(默认0) | 分页偏移量 |
| date_from | string | 否 | 起始日期 |
| date_to | string | 否 | 截止日期 |
| author | string | 否 | 按作者筛选 |
输出格式
检索结果以结构化方式呈现给用户：
- 说明检索策略：告知用户选择了哪些数据库及原因
- 结果列表：每条文献包含：
- 标题（加粗）
- 作者列表
- 发表年份 / 期刊或来源
- 摘要（适当截断）
- DOI链接（如有）
- PDF链接（如有）
- 数据来源标注
- 结果统计：总计检索到多少条结果
示例工作流
用户输入中文查询
用户: 帮我检索关于"深度学习在医学影像中的应用"的文献- 识别为中文查询 + 医学领域
- 将查询翻译为英文: "deep learning medical imaging applications"
- 优先检索 万方（中文文献）和 PubMed（英文医学文献）
- 整合结果返回用户
用户输入英文查询
用户: Search papers about "large language models for code generation"- 识别为英文查询 + 计算机领域
- 优先检索 Google Scholar 和 ArXiv
- 整合结果返回用户
© 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
SKILL.md and 1 other file (scripts) in skills/沁言学术skills/qinyan-paper-search of LeonChaoX/qinyan-academic-skills.
- SKILL.md
- scripts/search.sh
Open the folder on GitHubat commit df5a498
Compare with similar skills
Qinyan Paper Search 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 Search this skillLeonChaoX/qinyan-academic-skills | 944 | — | ~918 | Automated safety check: Pass | MIT | |
| Literature Reviewneflibata-feng/MyArxiv-Agent | 126 | 20 repos | ~5.9k | Automated safety check: Notes | MIT | |
| Citation ManagementK-Dense-AI/claude-scientific-writer | 2.4k | 2 repos | ~3.9k | Automated safety check: Notes | MIT | |
| Citation Managementneflibata-feng/MyArxiv-Agent | 126 | 19 repos | ~8.1k | Automated safety check: Notes | MIT | |
| Paper Searchopenags/paper-search-mcp | 2.8k | — | ~1.2k | Automated safety check: Notes | MIT | |
| Nature Academic Searchwp-a/nature-academic-search | 304 | — | ~1.4k | Automated safety check: Pass | MIT |
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Categories
Questions about Qinyan Paper Search
What does Qinyan Paper Search do?
沁言学术文献检索 - 支持从 Google Scholar、万方(Wanfang)、PubMed、ArXiv 四大学术数据库检索文献。智能选择检索策略：中文优先万方、英文优先Google Scholar、医学类优先PubMed、理工计算机类优先ArXiv。使用沁言学术OpenAPI。触发词：文献检索、论文搜索、搜索论文、查找文献、paper search、find papers、search…. Qinyan Paper Search is an agent skill from LeonChaoX/qinyan-academic-skills.
When should I use Qinyan Paper Search?
Qinyan Paper Search fits situations like: tasks that involve Academic paper search.
How do I install Qinyan Paper Search in Claude Code?
Run `npx skills add LeonChaoX/qinyan-academic-skills --skill qinyan-paper-search -a claude-code`. Or copy the skill folder (skills/沁言学术skills/qinyan-paper-search in LeonChaoX/qinyan-academic-skills) into .claude/skills/qinyan-paper-search in your project. Claude Code loads it when a task matches its description.
How do I install Qinyan Paper Search in Codex?
Run `npx skills add LeonChaoX/qinyan-academic-skills --skill qinyan-paper-search -a codex`. Or copy the skill folder (skills/沁言学术skills/qinyan-paper-search in LeonChaoX/qinyan-academic-skills) into .agents/skills/qinyan-paper-search in your project. Codex loads it when a task matches its description.
Can I use Qinyan Paper Search 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-search -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-search, .gemini/skills/qinyan-paper-search, .github/skills/qinyan-paper-search and .opencode/skills/qinyan-paper-search in your project.
What does Qinyan Paper Search need to run?
Going by SKILL.md and its folder, Qinyan Paper Search needs a shell for the scripts in its folder, the command-line tools its instructions call (bash) and credentials named QINYAN_API_KEY. Our summary lists: A Bash shell; A credential in QINYAN_API_KEY.
Does Qinyan Paper Search access the network?
SKILL.md names 1 domain. As links in the text: platform.qinyanai.com. This is read from the text; nothing was executed.
Is Qinyan Paper Search 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Qinyan Paper Search use?
Qinyan Paper Search 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 Search use?
About 918 tokens (SKILL.md is roughly 3.7k 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 Search?
Skills that share tags, products or a category with Qinyan Paper Search: Literature Review (neflibata-feng/MyArxiv-Agent, 126 stars), Citation Management (K-Dense-AI/claude-scientific-writer, 2.4k stars), Citation Management (neflibata-feng/MyArxiv-Agent, 126 stars) and Paper Search (openags/paper-search-mcp, 2.8k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Qinyan Paper Search?
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.