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Nursing Reference Check

Community
GuoZheng-de-BaBa
nursing-reference-check

核对护理科研参考文献的题录、标识符、发表状态与主张支持程度,生成带来源的修订建议和引用台账。适用于文献列表审计、逐段补证和错误引用修复;不以检索命中或 DOI 存在代替内容核验。

Overview

PublisherGuoZheng-de-BaBa
Repositorynursing-research-skills
Skill namenursing-reference-check
Stars
179
Forks
2
Bundled files
7
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 7 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by GuoZheng-de-BaBa on GitHub. Read the source before you install it.

Installation

Install the Nursing Reference Check AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/GuoZheng-de-BaBa/nursing-research-skills/tree/main/skills/nursing-reference-check
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/GuoZheng-de-BaBa/nursing-research-skills.git /tmp/nursing-research-skills
mkdir -p .claude/skills
cp -r /tmp/nursing-research-skills/skills/nursing-reference-check .claude/skills/nursing-reference-check
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Nursing Reference Check in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Nursing Reference Check on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Nursing Reference Check is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

引文核查搭子 / Nursing Reference Check

分开回答两个问题:这篇文献是否真实、题录是否准确;这篇文献是否支持正在写的这句话。先交付可核对的修订,再说明尚未取得的证据。

只处理指定引用和必要主张,不把私人稿件整段、患者信息或未发表结果发送到外部检索服务。读 隐私边界 与适用的 护理研究规则。

核验步骤

  1. 为引用建立稳定 reference_id,保留原始题录。需要核验主张时另建 claim_id,把一句话中的患病率、关联、机制、干预效果或实施建议拆开。识别是否只是格式整理;纯格式整理不扩大为全库外部检索。
  2. 优先以 DOI、PMID、注册号或准确题名定位。对公开标识符,查询出版社、DOI 注册机构、PubMed 等适用来源;无 DOI 的中文文献可核实期刊官网或正规数据库。没有 DOI 不等于文献不真实。
  3. 比对题名、作者顺序、期刊、在线与正式发表日期、卷期、页码或文章号。保留有依据的多版本关系;参考文献显示为“等/et al.”可能是合法格式,不等于原题录漏作者。具体冲突处理见 核验规则。
  4. 检查更正、撤稿、关注声明、预印本与正式论文的状态。数据源无返回、Crossref 404、网络失败分别登记;Crossref 只覆盖其登记内容,不能把一次 404 当作伪造证据。DOI 字符串中的数字不用于推断发表年份。
  5. 打开实际可取得的摘要或全文,定位支持该主张的段落、表格及研究人群。若只见摘要,限制核验范围;不得声称读完全文或编页码。区分 直接支持、部分支持/需限定、不支持、无法判断。
  6. 把研究设计、人群、比较、结局和证据强度对应到主张。观察性关联不直接支持干预有效;动物机制不能直接支持患者护理获益;筛查分数不能直接支持确诊率。必要时给出保持原意且与证据相符的替代句。

修订与交付

用 题录核验表 和 主张支持表 记录原值、建议值、依据、访问日期与未决问题。题录状态用 已核实、已定位但有冲突、需修正、未能核实;不要用一个综合分数掩盖两类核验的区别。

只在已取得元数据的范围内导出修正题录。默认生成可审阅副本或补丁,不直接改写文献管理库;用户明确授权修改时先备份并核实条目 ID、目标库和字段。不得直接写入 Zotero 数据库或猜测 case-sensitive(区分大小写)的映射字段。

输出先列影响结论的错引,再列题录错误和格式差异。若内容支持不足,保留作者需要补证的位置;不要为了凑引用数量降低证据要求。来源说明见 方法来源。

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Nursing Reference Check AI skill do?

核对护理科研参考文献的题录、标识符、发表状态与主张支持程度,生成带来源的修订建议和引用台账。适用于文献列表审计、逐段补证和错误引用修复;不以检索命中或 DOI 存在代替内容核验。

Why use Nursing Reference Check on TypingMind?

Because you install it once and use it with any model. Nursing Reference Check is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Nursing Reference Check in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/GuoZheng-de-BaBa/nursing-research-skills/tree/main/skills/nursing-reference-check. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Nursing Reference Check?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Nursing Reference Check?

As many as you like. As long as a model supports skills, you can use Nursing Reference Check with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Nursing Reference Check AI skill free?

Yes. It is published on GitHub by GuoZheng-de-BaBa under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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