ChineseResearchLaTeX is a collection of LaTeX templates and an AI-assisted workflow for preparing Chinese research documents such as grant proposals, papers, theses, and academic CVs. Researchers use it to plan, format, review, compile, and revise these documents with human oversight. The catalogue skills and instructions support its agent-based research-writing workflow.
Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add huangwb8/ChineseResearchLaTeX --skill paper-know-journalgit clone --depth 1 https://github.com/huangwb8/ChineseResearchLaTeXWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/huangwb8/chineseresearchlatex/paper-know-journal)<a href="https://agentmods.dev/skills/huangwb8/chineseresearchlatex/paper-know-journal"><img src="https://agentmods.dev/badge/skills/huangwb8/chineseresearchlatex/paper-know-journal/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/huangwb8/chineseresearchlatex/paper-know-journal"><img src="https://agentmods.dev/badge/skills/huangwb8/chineseresearchlatex/paper-know-journal.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00175 | $0.02552 |
| Opus 5 | $0.00088 | $0.01276 |
| Sonnet 5 | $0.00035 | $0.00510 |
| Haiku 4.5 | $0.00017 | $0.00255 |
Grade A, and why
paper-know-journal scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 4d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 148 lines — stays where its author put it; the contents beside it link to each section on GitHub.
paper-know-journal
输入与输出
输入:期刊/杂志名;可附加输出目录、工作区、关注方向、目标文体/文章类型(如 Article、Original Research、Review、Brief Communication、Case Report、Letter)或目标 manuscript 类型。
输出:KnowJournal-{杂志名}.md,默认在用户当前工作目录根目录;用户指定输出位置时按指定保存。文件名中的 /\:*?"<>| 等路径危险字符替换为 -。
中间文件:默认全部放入 .bensz-api/task-{yyyymmdd-hhmm}-{简短描述}/paper-know-journal/{yyyy-mm-dd-hh-mm}/。除最终 Markdown 和用户明确指定输出外,不得在隐藏工作区外写检索日志、网页摘录、截图、草稿、JSON、临时下载或运行缓存。
测试区:轻量验证用 ./tests/paper-know-journal/;测试证据不得混入最终报告。
流程
输入
按用户请求和配置文件提供必要输入;缺失信息应明确列出并停止依赖该输入的步骤。
执行步骤
- 因本 skill 设计缺陷导致的 bug,先用
bensz-collect-bugs规范记录到~/.bensz-skills/bugs/,不要直接修改用户本地已安装的 skill 源码;若有 workaround,先记 bug,再继续完成任务。 - 只有用户明确要求“report bensz skills bugs”等公开上报时,才用本地
gh上传新增 bug 到huangwb8/bensz-bugs;不要 pull / clone 整个仓库。
初始化
先运行脚本创建隔离工作区、测试区和安全输出路径:
python3 /path/to/paper-know-journal/scripts/init_workspace.py \
--journal "Cancer Cell" \
--cwd "$PWD"
脚本会打印 workspace_dir、output_path、test_dir、manifest_path、sources_path。所有中间产物写入 workspace_dir。如提示 output_path already exists,覆盖前先向用户确认或改用新路径。
如用户指定输出目录或工作区:
python3 /path/to/paper-know-journal/scripts/init_workspace.py \
--journal "Journal for ImmunoTherapy of Cancer" \
--cwd "$PWD" \
--output-dir "/path/to/output" \
--workspace-dir "/path/to/.bensz-api/task-{yyyymmdd-hhmm}-{简短描述}/paper-know-journal"
调研
必须联网核验,至少覆盖:
- 官方来源:期刊官网、作者指南、投稿系统说明、manuscript preparation / formatting guidelines、出版商政策页、费用页、编辑政策页。
- 社区/第三方来源:SciRev、LetPub、ResearchGate、Reddit、X/Twitter、论坛、机构图书馆说明、作者经验贴等。第三方只作体验线索,不替代官方政策。
优先查证这些信息:
- 期刊全称、出版社/学会、ISSN、官网、投稿入口。
- scope、文章类型、字数/摘要/图表/参考文献限制。
- 目标文体/文章类型的具体要求:用户指定文体时必须覆盖该文体;未指定时先列出官方文章类型,再选择 2-3 个最常见或最相关类型(通常包括原创研究与综述)展开。逐项核验该类型的名称、正文/摘要字数或页数、摘要类型、关键词数量、章节标题与顺序、图表/补充材料/参考文献限制、报告规范清单和特殊提交材料。
- 投稿形式要求:标题页、作者信息、摘要类型与字数、关键词、正文结构、章节标题、文件组成、模板、行距/页码/编号、图表文件格式与分辨率、补充材料、参考文献格式、cover letter、报告规范清单。
- OA/订阅模式、APC、许可证、是否有会员折扣或豁免。
- 审稿方式、首轮决定时间、接收到上线时间、接收率;没有官方数据时标明来源类型和不确定性。
- 格式要求:标题页、摘要、关键词、正文结构、图像分辨率、补充材料、参考文献格式、声明章节、数据/代码/AI 使用政策。
- 近期文章格式:抽样 2-3 篇近年同类文章,归纳摘要、正文结构、图表数量、声明与参考文献风格。
- 社区评价:速度、沟通、拒稿/大修体验、费用争议、透明度、常见槽点;与官方信息分开写。
What ships with it
7 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 4d ago Changed · +21 lines d930d88e987e
- 13d ago First seen · 127 lines · 175 tokens per session scan A 51ad0a5a0fcd
paper-know-journal is a skill published in the GitHub repository huangwb8/ChineseResearchLaTeX (2,726 stars, last pushed yesterday), licensed MIT. It adds 175 tokens to every session and 2,552 once invoked, about $0.0009 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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