Agent skill

NSFC Research Foundation Writer

by huangwb8 in huangwb8/ChineseResearchLaTeX

Writes or restructures the research foundation section of an NSFC grant proposal in LaTeX, with matching work conditions and research risk responses.

MITAuto-check passedResearch & Science

SKILL.md written in Chinese; this summary is our English description.

Install NSFC Research Foundation Writer

skills CLI
$ npx skills add huangwb8/ChineseResearchLaTeX --skill nsfc-research-foundation-writer -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install huangwb8/ChineseResearchLaTeX nsfc-research-foundation-writer --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/huangwb8/ChineseResearchLaTeX.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/nsfc-research-foundation-writer .claude/skills/nsfc-research-foundation-writer && rm -rf skills-src

Use ~/.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/

Facts

Skill name
nsfc-research-foundation-writer
GitHub stars
2.9k
Used in
1 other repo
Token cost
~1.3k tokens
SKILL.md length
340 words
Files
11 (incl. scripts, references)
Skills in repo
27
Repo updated
First seen
Licence
MIT

At a glance

Writes or restructures the research foundation section of an NSFC grant proposal in LaTeX, with matching work conditions and research risk responses.

  • Works in 5 steps: 定位项目与目标文件 → 生成 3.1 研究基础(证据链优先) → 在 3.1 中显式写“研究风险的应对措施” → …
  • Drafting the research foundation part of an NSFC proposal
  • SKILL.md covers 流程 and 约束
  • Runs Python scripts from its folder; calls python3

What it does

The skill is written in Chinese and fills exactly two files in an NSFC proposal template: extraTex/3.1.研究基础.tex, which also holds the research risk response, and extraTex/3.2.工作条件.tex. It never edits main.tex, the config file or any class or style files. Its aim is to answer a reviewer's three questions with an evidence chain, conditions matched to the research content and a risk plan: have you done it, can you pull it off, and what if something goes wrong.

You can supply a project_root and an output_mode, where preview only prints the two LaTeX drafts with their target paths and apply, the default, writes them. Missing facts are collected through an info form. The foundation part lists research accumulation and interim results that can be verified, with placeholders for details you must fill, and gives one to three supports each for theory, technique, team and conditions. The risk part needs at least three risks covering technical, schedule and resource issues, each with early signals and a fallback route.

The work conditions part lists conditions already in place, such as platforms, datasets, samples, computing power, team roles and compliance, and lists what is missing with a way to close each gap. Consistency checks compare the conditions with the key tasks in section 2.1 and the risk plans with the yearly milestones in 2.3, marking gaps for you. Scripts for checking outputs and validating the skill, a config file and reference checklists ship with it.

When your agent uses it

  • Drafting the research foundation part of an NSFC proposal
  • Matching work conditions and risk plans to the proposed research content
  • Previewing LaTeX drafts of the foundation and conditions sections without writing files

Example prompts

  • “Write the research foundation and work conditions for my NSFC proposal in projects/NSFC_Young.”
  • “Preview the research foundation section without writing any files.”
  • “Check that the work conditions support every key task in section 2.1 and add the risk responses.”

Requirements

  • An NSFC LaTeX proposal project with an extraTex folder

Workflow steps

5 steps, taken from the first numbered list in SKILL.md.

  1. 定位项目与目标文件
  2. 生成 3.1 研究基础(证据链优先)
  3. 在 3.1 中显式写“研究风险的应对措施”
  4. 生成 3.2 工作条件(条件对位研究内容)
  5. 一致性校验

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

NSFC Research Foundation Writer loads about 1.3k tokens when it runs, and up to ~2.3k if it reads all its reference files. Until then it costs about 36 tokens; SKILL.md has 340 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~36
When it runs · the whole SKILL.md, loaded when a task matches
~1.3k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~2.3k

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). 340 words, ~1,266 tokens.

Download SKILL.mdSave it as .claude/skills/nsfc-research-foundation-writer/SKILL.md (or your agent's skills folder). This skill also uses 10 other files; get the full folder from GitHub.
name
nsfc-research-foundation-writer
description
当用户明确要求"写/改研究基础""研究基础+工作条件+风险应对编排"时使用。为 NSFC 正文"(三)研究基础"写作/重构,并同步编排"工作条件"和"研究风险应对",用证据链证明项目可行、资源条件对位研究内容、风险预案可执行。
metadata.author
Bensz Conan

NSFC(三)研究基础编排写作器

目标输出(契约)
  • 写入落点(2 个文件):
    • extraTex/3.1.研究基础.tex(包含“研究风险的应对措施”)
    • extraTex/3.2.工作条件.tex
  • 禁止改动:main.tex、extraTex/@config.tex、任何 .cls/.sty
  • 核心目标:用“证据链 + 条件对位 + 风险预案”回答评审的三个问题:你做过吗?你做得成吗?出问题你怎么兜底?
参数与输出模式(建议显式提供)
  • project_root:标书项目根目录(如 projects/NSFC_Young)
  • output_mode(默认 apply):
    • preview:只输出两段可复制的 LaTeX 正文草稿(并标注应写入的目标文件路径),不写入文件
    • apply:仅写入两份目标文件(见“目标输出”),不触碰其他文件
必需输入(最小信息表)

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。
  1. 定位项目与目标文件:
    • 验证 project_root 是否存在,不存在时报错并提示用户指定正确路径
    • 检查 extraTex/ 目录是否存在,不存在时提示用户先初始化/拷贝模板项目;必要时可在用户确认后创建
    • 确认 project_root 和 output_mode(默认为 apply)
      • preview 模式:只生成内容预览,不写入文件(适合调试)
      • apply 模式:将生成的内容写入 extraTex/3.1.研究基础.tex 和 extraTex/3.2.工作条件.tex
    • 仅编辑这两个文件,禁止修改 main.tex、extraTex/@config.tex、任何 .cls/.sty
  2. 生成 3.1 研究基础(证据链优先):
    • 研究积累:围绕 2.1 的关键任务,列出“做过什么/掌握什么/已有平台什么”。
    • 阶段性成果:只写可核验内容(论文/专利/数据/原型/预实验现象);不确定的细节用占位符要求用户补齐。
    • 可行性四维:理论/技术/团队/条件各给 1–3 个支撑点,并与研究内容逐条对齐。
  3. 在 3.1 中显式写“研究风险的应对措施”:
    • 至少 3 条风险(技术/进度/资源各至少 1 条)
    • 每条:风险描述 → 早期信号(触发阈值/现象)→ 预案/替代路线(含降级目标与可交付)
  4. 生成 3.2 工作条件(条件对位研究内容):
    • 已具备条件:逐条列出,格式建议:
      • 平台:XXX 平台(已具备 / 可访问)
      • 数据:XXX 数据集(已获取 / 可公开获取)
      • 样本:XXX 医院/机构(已签署合作协议 / 伦理审批中)
      • 算力:XXX 服务器 / GPU(已配置 / 共享使用)
      • 团队分工:成员 A 负责 XX,成员 B 负责 YY
      • 合规路径:伦理审批(XXX 委员会,周期 X 个月)
    • 尚缺条件与解决途径:逐条列出,格式建议:
      • 缺少条件:XXX(影响:YYY)
      • 解决途径:采购 / 合作 / 替代数据源 / 实验降级方案
      • 时间表与责任人:如用户提供,应写入;如未提供,用占位符标记
  5. 一致性校验:
    • 校验 1:检查 3.2 工作条件 是否能逐条支撑 2.1 的关键任务
      • 方法:列出 2.1 的每个关键任务,确认 3.2 中有对应的条件支撑
      • 示例:
        • 任务 1:XXX 实验 → 条件:XXX 平台、XXX 样本
        • 任务 2:YYY 算法 → 条件:YYY 算力、ZZZ 数据
    • 校验 2:检查风险预案是否与年度计划可兼容
      • 方法:列出 2.3 的每年里程碑,确认风险预案有对应的降级方案
      • 示例:
        • 第一年:样本获取 → 风险:样本入组慢 → 预案:有替代数据源与降级验证方案
    • 校验失败时的处理:
      • 如果发现不一致,标记为 [需补充:XXX] 并提示用户
      • 如果用户未提供 2.1 或 2.3,跳过对应校验并提示用户
Q1: 项目目录中没有 extraTex/ 目录怎么办?

A: 建议先确认 project_root 指向正确的标书项目根目录;若确实缺少 extraTex/,请手动创建:

bash
mkdir -p "<你的project_root>/extraTex"
Q2: 我还没有写 2.1 研究内容,可以直接写 3.1 研究基础 吗?

A: 不建议。3.2 工作条件 需要与 2.1 的关键任务对齐。建议先使用 nsfc-research-content-writer 完成 2.1。

Q3: 信息表中的某些内容我不方便公开怎么办?

A: 可以提供"可核验线索"而非完整内容。例如:

  • ❌ "我们在 Nature 上发表了论文 XXX"
  • ✅ "我们发表过相关论文(可提供 DOI/题录/接收函编号等可核验线索)"
Q4: 风险应对必须写 3 条吗?

A: 是的,至少 3 条(技术/进度/资源各至少 1 条)。即便你认为风险较低,也建议按三类各写 1 条“低风险 + 监测信号 + 预案”,避免评审认为你没有兜底意识。

Q5: 我的信息表内容很少,能生成完整的研究基础吗?

A: 可以。AI 会根据你提供的信息生成内容,并在不确定的地方使用占位符(如 [请补充:XXX]),请你后续补全。

  • 本技能的变更历史记录在本目录的 CHANGELOG.md,并同步到根级 CHANGELOG.md;SKILL.md 仅维护“AI 执行规范”。
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
质量契约验证(来自 config.yaml)
  • 研究基础必须覆盖:
    • 与本项目相关的研究积累(证据链)
    • 已取得的阶段性成果(可核验)
    • 可行性要点(理论/技术/团队/条件)
    • 研究风险与应对措施(显式写出)
  • 工作条件必须覆盖:
    • 已具备条件(平台/数据/样本/算力/团队/合规)
    • 尚缺条件与解决途径(时间/预算/合作/采购/替代方案)
详细检查清单

见:references/dod_checklist.md

可选脚本自检(只读)
  • 仅校验 skill 自身结构一致性:python3 skills/nsfc-research-foundation-writer/scripts/validate_skill.py
  • 同时检查某个项目的输出文件(存在性 + 轻量内容启发式):python3 skills/nsfc-research-foundation-writer/scripts/run_checks.py --project-root <你的project_root>
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

  1. 仅编辑两份 extraTex/3.*.tex 文件;不得修改 main.tex、extraTex/@config.tex、任何 .cls/.sty
  2. 目标文件若已包含标题命令(如 \\subsection{...} / \\subsubsection{...}),只替换正文内容,不改标题与结构层级
  3. 信息不全时先提问补齐;不得捏造论文题目/期刊/专利号/样本量/指标等“看起来像真的”细节
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 10 other files (scripts, references) in skills/nsfc-research-foundation-writer of huangwb8/ChineseResearchLaTeX.

  • SKILL.md
  • CHANGELOG.md
  • README.md
  • config.yaml
  • references/dod_checklist.md
  • references/example_output.md
  • references/info_form.md
  • scripts/_yaml_utils.py
  • scripts/check_project_outputs.py
  • scripts/run_checks.py
  • scripts/validate_skill.py

Open the folder on GitHubat commit b8b4142

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in huangwb8/ChineseResearchLaTeX, which our catalogue first saw on October 7, 2026.

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Works with

Questions about NSFC Research Foundation Writer

What does NSFC Research Foundation Writer do?

Writes or restructures the research foundation section of an NSFC grant proposal in LaTeX, with matching work conditions and research risk responses. tex.tex, the config file or any class or style files.

When should I use NSFC Research Foundation Writer?

NSFC Research Foundation Writer fits situations like: drafting the research foundation part of an NSFC proposal; matching work conditions and risk plans to the proposed research content; previewing LaTeX drafts of the foundation and conditions sections without writing files.

How do I install NSFC Research Foundation Writer in Claude Code?

Run `npx skills add huangwb8/ChineseResearchLaTeX --skill nsfc-research-foundation-writer -a claude-code`. Or copy the skill folder (skills/nsfc-research-foundation-writer in huangwb8/ChineseResearchLaTeX) into .claude/skills/nsfc-research-foundation-writer in your project. Claude Code loads it when a task matches its description.

How do I install NSFC Research Foundation Writer in Codex?

Run `npx skills add huangwb8/ChineseResearchLaTeX --skill nsfc-research-foundation-writer -a codex`. Or copy the skill folder (skills/nsfc-research-foundation-writer in huangwb8/ChineseResearchLaTeX) into .agents/skills/nsfc-research-foundation-writer in your project. Codex loads it when a task matches its description.

Can I use NSFC Research Foundation Writer 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 nsfc-research-foundation-writer -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/nsfc-research-foundation-writer, .gemini/skills/nsfc-research-foundation-writer, .github/skills/nsfc-research-foundation-writer and .opencode/skills/nsfc-research-foundation-writer in your project.

What does NSFC Research Foundation Writer need to run?

Going by SKILL.md and its folder, NSFC Research Foundation Writer needs Python for the scripts in its folder and the command-line tools its instructions call (python3). Our summary lists: An NSFC LaTeX proposal project with an extraTex folder.

Does NSFC Research Foundation Writer 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 NSFC Research Foundation Writer 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 NSFC Research Foundation Writer use?

NSFC Research Foundation Writer 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 NSFC Research Foundation Writer use?

About 1.3k tokens (SKILL.md is roughly 5.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 1k tokens, read only when the agent opens those files.

What are the alternatives to NSFC Research Foundation Writer?

Skills that share tags, products or a category with NSFC Research Foundation Writer: Academic Paper Writing Pipeline (Imbad0202/academic-research-skills, 51k stars), Scientific Venue Templates (davila7/claude-code-templates, 33k stars), Econ Write (hanlulong/econ-writing-skill, 651 stars) and Paper Orchestra (Ar9av/PaperOrchestra, 679 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains NSFC Research Foundation Writer?

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.