Academic Paper Writing Pipeline
Imbad0202/academic-research-skills
Runs a 12-agent pipeline that plans, drafts, cites, reviews and formats academic papers, with modes for revision, rebuttals, abstracts and citation checks.
当用户明确要求"核查/优化综述 {主题}review.tex 的正文引用"、"运行 research-citation-check"，或要求使用旧名 check-review-alignment skill 时使用。通过宿主 AI 的语义理解逐条核查引用是否与文献内容吻合，只在发现致命性引用错误时对"包含引用的句子"做最小化改写，并优先复用 research-literature-review…
Install Research Citation Check
$ npx skills add huangwb8/ChineseResearchLaTeX --skill research-citation-check -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install huangwb8/ChineseResearchLaTeX research-citation-check --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/huangwb8/ChineseResearchLaTeX.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/research-citation-check .claude/skills/research-citation-check && 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 "research-citation-check" agent skill from https://github.com/huangwb8/ChineseResearchLaTeX/tree/main/skills/research-citation-check into .claude/skills/research-citation-check/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "research-citation-check", 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/huangwb8/ChineseResearchLaTeX/tree/main/skills/research-citation-checkType 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 huangwb8/ChineseResearchLaTeX --skill research-citation-check -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install huangwb8/ChineseResearchLaTeX research-citation-check --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/huangwb8/ChineseResearchLaTeX.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/research-citation-check .agents/skills/research-citation-check && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "research-citation-check" agent skill from https://github.com/huangwb8/ChineseResearchLaTeX/tree/main/skills/research-citation-check into .agents/skills/research-citation-check/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "research-citation-check", 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 huangwb8/ChineseResearchLaTeX --skill research-citation-check -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install huangwb8/ChineseResearchLaTeX research-citation-check --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/huangwb8/ChineseResearchLaTeX.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/research-citation-check .cursor/skills/research-citation-check && 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 "research-citation-check" agent skill from https://github.com/huangwb8/ChineseResearchLaTeX/tree/main/skills/research-citation-check into .cursor/skills/research-citation-check/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "research-citation-check", 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/huangwb8/ChineseResearchLaTeX.git --path skills/research-citation-check--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 huangwb8/ChineseResearchLaTeX --skill research-citation-check -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install huangwb8/ChineseResearchLaTeX research-citation-check --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/huangwb8/ChineseResearchLaTeX.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/research-citation-check .gemini/skills/research-citation-check && 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 "research-citation-check" agent skill from https://github.com/huangwb8/ChineseResearchLaTeX/tree/main/skills/research-citation-check into .gemini/skills/research-citation-check/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "research-citation-check", 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 huangwb8/ChineseResearchLaTeX research-citation-checkInstalls 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 huangwb8/ChineseResearchLaTeX --skill research-citation-check -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/huangwb8/ChineseResearchLaTeX.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/research-citation-check .github/skills/research-citation-check && 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 "research-citation-check" agent skill from https://github.com/huangwb8/ChineseResearchLaTeX/tree/main/skills/research-citation-check into .github/skills/research-citation-check/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "research-citation-check", 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 huangwb8/ChineseResearchLaTeX --skill research-citation-check -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install huangwb8/ChineseResearchLaTeX research-citation-check --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/huangwb8/ChineseResearchLaTeX.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/research-citation-check .opencode/skills/research-citation-check && 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 "research-citation-check" agent skill from https://github.com/huangwb8/ChineseResearchLaTeX/tree/main/skills/research-citation-check into .opencode/skills/research-citation-check/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "research-citation-check", 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
research-citation-check- GitHub stars
- 2.9k
- Token cost
- ~906 tokens
- SKILL.md length
- 201 words
- Files
- 8 (incl. scripts)
- Skills in repo
- 27
- Repo updated
- First seen
- Licence
- MIT
At a glance
当用户明确要求"核查/优化综述 {主题}review.tex 的正文引用"、"运行 research-citation-check"，或要求使用旧名 check-review-alignment skill 时使用。通过宿主 AI 的语义理解逐条核查引用是否与文献内容吻合，只在发现致命性引用错误时对"包含引用的句子"做最小化改写，并优先复用 research-literature-review…
- Tasks that involve Citation management
- SKILL.md covers 流程 and 约束
- Runs Python scripts from its folder; calls python3
- Tasks that involve Literature review
What it does
Research Citation Check is an agent skill from huangwb8/ChineseResearchLaTeX. 当用户明确要求"核查/优化综述 {主题}review.tex 的正文引用"、"运行 research-citation-check"，或要求使用旧名 check-review-alignment skill 时使用。通过宿主 AI 的语义理解逐条核查引用是否与文献内容吻合，只在发现致命性引用错误时对"包含引用的句子"做最小化改写，并优先复用 research-literature-review 的渲染脚本输出 PDF/Word，过渡期允许 fallback 到旧名 systematic-literature-review。核心原则：不为了改而改，无法确定是否为致命性错误时保留原样并在报告中警告。⚠️ 不适用：用户只是想生成系统综述正文（应使用 research-literature-review）；用户只是想新增/核对 BibTeX 条目（应使用专门的 bib 管理流程）。
Its SKILL.md is about 910 tokens, which your agent loads only when the skill is triggered. The skill folder holds 8 other files, including scripts (for example `CHANGELOG.md`, `README.md` and `config.yaml`).
It sits in Research & Science, covering Citation management, Literature review and LaTeX. It works with LaTeX. The licence is MIT.
When your agent uses it
- Tasks that involve Citation management
- Tasks that involve Literature review
- Tasks that involve LaTeX
Example prompts
- “核查/优化综述 {主题}review.tex 的正文引用”
- “运行 research-citation-check”
- “包含引用的句子”
- “/research-citation-check”
Requirements
- Python 3
What it can do on your machine
Read from SKILL.md and the folder at commit b8b4142. 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 4 files in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
python3
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
Research Citation Check loads about 906 tokens when it runs. Until then it costs about 105 tokens; SKILL.md has 201 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 huangwb8/ChineseResearchLaTeX at commit b8b4142, republished under its MIT licence (© huangwb8). 201 words, ~906 tokens.
Download SKILL.mdSave it as
.claude/skills/research-citation-check/SKILL.md (or your agent's skills folder). This skill also uses 7 other files; get the full folder from GitHub.- name
- research-citation-check
- description
- 当用户明确要求"核查/优化综述 `{主题}_review.tex` 的正文引用"、"运行 research-citation-check"，或要求使用旧名 check-review-alignment skill 时使用。通过宿主 AI 的语义理解逐条核查引用是否与文献内容吻合，只在发现致命性引用错误时对"包含引用的句子"做最小化改写，并优先复用 `research-literature-review` 的渲染脚本输出 PDF/Word，过渡期允许 fallback 到旧名 systematic-literature-review。核心原则：不为了改而改，无法确定是否为致命性错误时保留原样并在报告中警告。⚠️ 不适用：用户只是想生成系统综述正文（应使用 research-literature-review）；用户只是想新增/核对 BibTeX 条目（应使用专门的 bib 管理流程）。
- metadata.author
- Bensz Conan
Research Citation Check
- 用于检查已有
{主题}_review.tex的正文引用是否真的与对应论文内容一致。 - 只在确认存在致命错误时最小化改写“包含该引用的句子”。
- 渲染 PDF/Word 优先依赖
research-literature-review；准备结构化输入不依赖该 skill。 - 兼容旧名
check-review-alignment的 prompt 触发；.check-review-alignment/仍是稳定历史工作区名。
输入
work_dir：包含*_review.tex与.bib- 可选
--tex：指定 tex 文件名
核心原则
- 不为了改而改
- 无法确认时不动
- 只改必要句子
- 保留所有 LaTeX 命令结构
流程
输入
按用户请求和配置文件提供必要输入；缺失信息应明确列出并停止依赖该输入的步骤。
执行步骤
- 当用户环境中出现因本 skill 设计缺陷导致的 bug 时，优先使用
bensz-collect-bugs按规范记录到~/.bensz-skills/bugs/，严禁直接修改用户本地 Claude Code / Codex 中已安装的 skill 源码。 - 若 AI 仍可通过 workaround 继续完成用户任务，应先记录 bug，再继续完成当前任务。
- 当用户明确要求“report bensz skills bugs”等公开上报动作时，调用本地
gh与bensz-collect-bugs，仅上传新增 bug 到huangwb8/bensz-bugs；不要 pull / clone 整个 bug 仓库。
依赖检查
- 只有执行渲染时才强制检查
research-literature-review，过渡期可 fallback 到systematic-literature-review - 若只是
--prepare，不要求渲染依赖可用
预检与定位
- 找到
*_review.tex与对应.bib - 缺任何核心文件时立即停止
结构化上下文抽取
cd /path/to/research-citation-check
python3 scripts/run_ai_alignment.py --work-dir "/path/to/work_dir" --prepare- 生成
ai_alignment_input.json - 输入中至少包含：句子、bibkey、文献元信息、DOI/URL、PDF 摘要段或 BibTeX 摘要
AI 语义核查
- 证据优先级：PDF 摘要段 > BibTeX abstract/title > 仅从句子推断
- 每条引用都要判断是否为：
fake_citationwrong_citationcontradictory_citationweak_supportoverclaimstyle_issue
- 无法确认时保持原样，并记录到 Warnings
报告
- 报告至少包含：
- Summary
- 具体细节
- Critical Fixes (P0)
- Warnings (P1)
- Rendering Result
- 每条引用的细节至少包含：标题、DOI、原句、文献实际内容、合理性评估、问题级别
渲染
cd /path/to/research-citation-check
python3 scripts/run_ai_alignment.py --work-dir "/path/to/work_dir" --render输出
{work_dir}/.check-review-alignment/ai_alignment_report.md{work_dir}/.check-review-alignment/ai_alignment_input.json- 修改后的
{主题}_review.tex - 新生成的
{主题}_review.pdf - 新生成的
{主题}_review.docx
输出管理
本 Skill 的新任务中间文件统一写入 ./.bensz-api/task-{yyyymmdd-hhmm}-{简短描述}/{skill名}/input|output|log/。同一任务复用一个任务根目录；多 Skill 协作才创建 shared/。正式交付物不写入该目录，历史隐藏目录只允许显式兼容读取、迁移或清理。
校验
- 配置见
config.yaml - 脚本入口：
scripts/run_ai_alignment.py - 渲染依赖：
research-literature-review（fallback：systematic-literature-review）
失败与恢复
保留错误证据和已完成产物；仅在输入、环境或外部依赖恢复后从最近的失败步骤重试。
约束
- P0：必须修，允许最小改写或修正错误 bibkey
- P1：仅警告，不改写
- P2：完全跳过
- 禁止：
- 改写未包含引用的句子
- 整段重写
- 引入新 bibkey（除非修复错误 key）
- 伪造论文内容
公共硬约束
- 任务需要落盘时，使用唯一的
./.bensz-api/task-{yyyymmdd-hhmm}-{简短描述}/根目录；共享材料放入shared/，Skill 专属材料放入该 Skill 的input/、output/、log/。 - 正式交付物、源代码和正式计划按项目约定保存，不写入任务工作区；未经授权不覆盖、删除、迁移或远程写入。
- 项目维护变更检查 BAC 可用性并记录需求、AI 产出、工具结果、文件改动和验证摘要；BAC 只做过程审计，不替代署名、责任或合规判断。
- 不记录 API Key、访问令牌、密码、Cookie、环境/凭据文件、私有 Prompt、身份信息、本地用户名、主机名或不必要的大体积原始数据。
- 文件路径必须规范化并限制在授权项目范围内；外部 URL、子进程和网络访问遵循最小权限，防止路径遍历、SSRF 和命令注入。
- Skill 版本唯一记录在自身
config.yaml:skill_info.version；公开 API、协议、目录或配置变更同步文档与CHANGELOG.md。 - 仅将 Skill 或 Bensz 基础设施本身的设计缺陷交给
bensz-collect-bugs；先脱敏写入~/.bensz-skills/bugs/，当前任务不中断，只有用户明确要求才公开上报，禁止直接修改用户已安装的 Skill 源码。
<!-- End of canonical common constraints. -->Skill 专属约束
不得超出本 Skill description 和上方流程所声明的范围；不将未验证的信息伪装成确定结论。
© huangwb8, 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 7 other files (scripts) in skills/research-citation-check of huangwb8/ChineseResearchLaTeX.
- SKILL.md
- CHANGELOG.md
- README.md
- config.yaml
- scripts/bib_utils.py
- scripts/paragraph_analyzer.py
- scripts/run_ai_alignment.py
- scripts/runtime_utils.py
Open the folder on GitHubat commit b8b4142
Compare with similar skills
Research Citation Check 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 |
|---|---|---|---|---|---|---|
| Research Citation Check this skillhuangwb8/ChineseResearchLaTeX | 2.9k | — | ~906 | Automated safety check: Pass | MIT | |
| Academic Paper Writing PipelineImbad0202/academic-research-skills | 51k | — | ~16k | Automated safety check: Pass | Custom licence | |
| Arxiv MCP Serverblazickjp/arxiv-mcp-server | 3.2k | — | ~353 | Automated safety check: Pass | Apache-2.0 | |
| Arxiv Paper Writerappautomaton/latex-arxiv-SKILL | 458 | — | ~2.3k | Automated safety check: Pass | MIT | |
| Arxiv Paper Writeryunshenwuchuxun/latex-paper-skills | 267 | — | ~3.2k | Automated safety check: Pass | MIT | |
| Paper SkillcLin-c/paper-skill | 119 | — | ~2.6k | Automated safety check: Pass | MIT |
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Related
Works with
Categories
Questions about Research Citation Check
What does Research Citation Check do?
当用户明确要求"核查/优化综述 {主题}review.tex 的正文引用"、"运行 research-citation-check"，或要求使用旧名 check-review-alignment skill 时使用。通过宿主 AI 的语义理解逐条核查引用是否与文献内容吻合，只在发现致命性引用错误时对"包含引用的句子"做最小化改写，并优先复用 research-literature-review…. Research Citation Check is an agent skill from huangwb8/ChineseResearchLaTeX.
When should I use Research Citation Check?
Research Citation Check fits situations like: tasks that involve Citation management; tasks that involve Literature review; tasks that involve LaTeX.
How do I install Research Citation Check in Claude Code?
Run `npx skills add huangwb8/ChineseResearchLaTeX --skill research-citation-check -a claude-code`. Or copy the skill folder (skills/research-citation-check in huangwb8/ChineseResearchLaTeX) into .claude/skills/research-citation-check in your project. Claude Code loads it when a task matches its description.
How do I install Research Citation Check in Codex?
Run `npx skills add huangwb8/ChineseResearchLaTeX --skill research-citation-check -a codex`. Or copy the skill folder (skills/research-citation-check in huangwb8/ChineseResearchLaTeX) into .agents/skills/research-citation-check in your project. Codex loads it when a task matches its description.
Can I use Research Citation Check 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 huangwb8/ChineseResearchLaTeX --skill research-citation-check -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/research-citation-check, .gemini/skills/research-citation-check, .github/skills/research-citation-check and .opencode/skills/research-citation-check in your project.
What does Research Citation Check need to run?
Going by SKILL.md and its folder, Research Citation Check needs Python for the scripts in its folder and the command-line tools its instructions call (python3). Our summary lists: Python 3.
Does Research Citation Check 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 Research Citation Check 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 Research Citation Check use?
Research Citation Check 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 Research Citation Check use?
About 906 tokens (SKILL.md is roughly 3.6k 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 Research Citation Check?
Skills that share tags, products or a category with Research Citation Check: Academic Paper Writing Pipeline (Imbad0202/academic-research-skills, 51k stars), Arxiv MCP Server (blazickjp/arxiv-mcp-server, 3.2k stars), Arxiv Paper Writer (appautomaton/latex-arxiv-SKILL, 458 stars) and Arxiv Paper Writer (yunshenwuchuxun/latex-paper-skills, 267 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Research Citation Check?
huangwb8 (a GitHub user) maintains it in huangwb8/ChineseResearchLaTeX, which has 2,880 GitHub stars. The repository holds 27 skills in this directory. The repository was last updated on October 4, 2026.
Source: huangwb8/ChineseResearchLaTeX on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.