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 research-guide-updatergit 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/research-guide-updater)<a href="https://agentmods.dev/skills/huangwb8/chineseresearchlatex/research-guide-updater"><img src="https://agentmods.dev/badge/skills/huangwb8/chineseresearchlatex/research-guide-updater/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/research-guide-updater"><img src="https://agentmods.dev/badge/skills/huangwb8/chineseresearchlatex/research-guide-updater.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 | $0.00085 | $0.01682 |
| Opus 5 | $0.00043 | $0.00841 |
| Sonnet 5 | $0.00017 | $0.00336 |
| Haiku 4.5 | $0.00009 | $0.00168 |
Grade A, and why
research-guide-updater 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 3d 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 — 104 lines — stays where its author put it; the contents beside it link to each section on GitHub.
项目指南更新器
先决条件
每次更新前快速自检：
- 不新增新的
##级标题；只在既有小节/列表中"融入"新增要点。 - 不改动既有标题文本、编号、顺序；不为"整理美观"重排大量内容。
- 新增内容默认写成 1 条或少量 bullet，紧贴相邻条目的写法与语气。
- 涉及事实/文献：只写可核验信息；无法核验则标注"待核验"，不要编造详细信息。
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。
将对话中新产生的可复用写作洞见实时沉淀到项目指南文件，保持术语口径一致、结构稳定、可检验与可复现。
旧名 guide-updater 仅作为 prompt 兼容别名保留；安装新版本时系统级旧目录会被清理。
调用此技能时，必须在参数中指定指南文件路径：
/research-guide-updater --guide-path <路径>
或自然语言形式：
-
"更新项目指南（路径：projects/MyProject/项目指南.md）"
-
"把这些内容同步到指南文件 docs/写作指南.md"
-
将用户表达拆成若干条"可落笔"的要点，每条只包含一个主张/规则/写法。
-
为每条要点附 1 句"写进指南的目的"（例如：统一口径/防评审质疑/可复现/风险控制）。
-
需要更细的落点规则时，先读
skills/research-guide-updater/references/guide-structure-map.md再动手。 -
写作原则/禁区/句式 →
## 写作哲学 -
术语、缩写、大小写、核心概念定义 →
## 命名与术语 -
方法链条、验证口径、评估指标 →
## 基本原理 -
范式定位、对照坐标系、差异化要点 →
## 文献综述与创新性 -
具体写到哪一节（文档结构映射） →
## 落点清单 -
评审问答口径 →
## 评审专家可能的问题及回答 -
风险与对策 →
## 研究风险 -
"可核验事实锚点"（源码、参数、流程） →
## 附录
不确定放哪：优先放到"最能减少未来写作返工"的位置；仍不确定就先问用户"更希望作为写作哲学/技术路线/风险控制哪一类沉淀？"再改文件。
- 只做"增量补丁"：新增 1--3 条 bullet 或在既有 bullet 末尾补 1 句澄清。
- 不新开大段长文；如果洞见很大，先拆成多个 bullet 分散落在对应小节。
- 与已有术语保持一致（参考项目既有术语表）。
| 目录 | 用途 |
|---|---|
scripts/ |
校验 项目指南.md 是否保持关键结构与必要标题 |
references/ |
记录结构映射与落点规则，避免反复判断放置位置 |
输出
输出 Skill description 所承诺的交付物，并明确格式、路径和失败返回形式。
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
- 运行
python skills/research-guide-updater/scripts/validate_guide.py <指南文件路径>（或手动确认关键##标题仍存在）。 - 搜索是否意外新增
##级标题或引入"另起炉灶"的新结构。
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
遵守以下公共约束，并执行本 Skill 的专属边界。
What ships with it
5 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.
- 3d ago Changed · +6 lines 4e218b90c33d
- 12d ago First seen · 98 lines · 85 tokens per session scan A ce902d56ff87
research-guide-updater is a skill published in the GitHub repository huangwb8/ChineseResearchLaTeX (2,726 stars, last pushed yesterday), licensed MIT. It adds 85 tokens to every session and 1,682 once invoked, about $0.0004 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.
Other skills, from other repositories
git-workflow
This skill should be used when the user asks to "create git commit", "manage branches", "follow git workflow", "use Conventional Commits", "handle merge conflicts", or asks about git branching strategies, version control best practices, pull request workflows. Provides comprehensive Git workflow guidance for team…
daily-paper-generator
Use when the user asks to generate daily paper digests on a general topic. This skill supports both arXiv and bioRxiv (or either one), then produces structured Chinese/English summaries for selected papers.
codex-autoresearch
Run autonomous, measurable experiments in a Git repository: change one hypothesis, verify a numeric metric, keep improvements, and revert failures. Use when the user wants Codex to keep iterating toward a numeric target in the foreground or as a detached background run. Do not use for ordinary one-shot coding…
clipboard
Copy text to clipboard with optional rich formatting. Triggers on "copy to clipboard", "copy that", "pbcopy", "copy formatted", "copy rich text".
neo4j-modeling-skill
Design, review, and refactor Neo4j graph data models. Use when choosing node labels vs relationship types vs properties, migrating relational/document schemas to graph, detecting anti-patterns (generic labels, supernodes, missing constraints), designing intermediate nodes for n-ary relationships, enforcing schema with…
git-commit
A Git assistant for reviewing local changes and creating conventional commit messages, which are standardized summaries of code changes. It can also run Git hooks and push the commit.