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Nursing Literature Search

Community
GuoZheng-de-BaBa
nursing-literature-search

为护理研究开展文献检索、检索式设计、题录整理、合法全文获取或文献监测。区分快速发现与系统检索,交付可追溯的检索记录和去重结果;不负责综述正文写作或单篇研究的完整证据评价。

Overview

PublisherGuoZheng-de-BaBa
Repositorynursing-research-skills
Skill namenursing-literature-search
Stars
179
Forks
2
Bundled files
8
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.

  • 8 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 Literature Search 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-literature-search
  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-literature-search .claude/skills/nursing-literature-search
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Nursing Literature Search 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 Literature Search 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 Literature Search 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.

文献检索搭子 / Nursing Literature Search

把护理问题转换为能运行、能解释、能复查的检索。根据任务需要交付文献清单、检索方案或实际执行记录,不强迫每次查找都走系统综述流程。

只处理用户指定的材料。私人研究问题中的可识别信息、未发表结果及整份稿件不进入检索词、上传请求或公开示例;先读 隐私边界。需要研究类型与护理证据判断时读 护理研究共通规则。

选择工作模式

  • **快速发现:**找入门文献、代表性研究或某个问题的支持证据。说明检索范围,核实候选来源;不要声称已经穷尽文献。
  • **系统检索:**根据既有方案确定问题、数据库、平台、时间范围和限制。没有方案时先交付可执行方案;已获授权的检索继续执行,记录实际完成部分。
  • **全文获取:**优先出版社开放版本、机构合法访问、PMC 或作者依法公开版本,核对题名、版本和补充材料。获取失败记录原因,不能把摘要保存成“全文”。
  • **题录整理:**使用已有 RIS、NBIB、BibTeX 或 CSV 进行转换与去重;完整题录的纯格式转换可以离线完成,不必先联网。
  • **文献监测:**记录查询、日期边界、去重键和通知条件。只有用户明确要求时才建立周期自动化或发送消息;一次检索不称持续监测已运行。

执行流程

  1. 明确对象、护理问题、研究类型和交付用途。干预问题可用 PICO(人群、干预、对照、结局),范围问题可用 PCC(人群、概念、情境);按问题选框架,不机械把所有元素都放进检索式。
  2. 选择来源并说明理由。护理与照护问题考虑 CINAHL;生物医学考虑 PubMed/MEDLINE、Embase;精神心理问题考虑 PsycINFO;干预综述考虑 CENTRAL 和注册平台;中文证据按问题考虑中国生物医学文献、知网、万方、维普。只有实际可访问和检索的数据库才计入完成清单。没有某库访问权时保留缺口,不用聚合搜索冒充该库。
  3. 先构建概念组,再把同义词、主题词和自由词适配到各平台。使用可公开的通用术语,保留患者、照护者和护士不同角色。系统检索通常优先敏感性,避免无依据地限“高影响因子”“近三年”或仅英文。细节见 检索与记录。
  4. 用已知相关文献试检索式;检查括号、字段、截词、主题词展开和平台实际解释。记录版本变化及理由。数据库尚未执行时标“待运行”,不生成命中数。
  5. 优先使用可用的专业检索工具或数据库原生界面;没有连接器时提供平台可运行检索式,完成能访问的来源。遇到登录、限流或网络失败,记录失败类型,保留已有结果,避免无限重试。
  6. 保存原始导出副本,建立 record_id 和 report_id。标识符精确匹配优先;题名/作者/年份近似匹配作为人工复核候选。区分同一报告重复导入与同一研究多篇报告;后者保留并关联 study_id,不当作重复文献直接删除。
  7. 核实最终推荐文献的题名、标识符、摘要或正文与问题相关性。题名相近不能证明研究支持目标结论。需要深入证据评价时移交文献拆解任务,并保留来源位置。

交付与交接

根据任务使用 检索计划、检索日志 和 题录关系表。可导出用户需要的 RIS/NBIB/BibTeX,但未知作者、卷期页和 DOI 留空,不补造。

交付说明区分:计划检索、已执行检索、已取得题录、已取得全文、已核实内容。对系统综述给出分库日志、去重前后数量及未完成项;对快速查询给出精简清单和选择依据。检索日志不等于偏倚风险评价或完成整篇系统综述。

公开方法入口和核查日期见 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 Literature Search AI skill do?

为护理研究开展文献检索、检索式设计、题录整理、合法全文获取或文献监测。区分快速发现与系统检索,交付可追溯的检索记录和去重结果;不负责综述正文写作或单篇研究的完整证据评价。

Why use Nursing Literature Search on TypingMind?

Because you install it once and use it with any model. Nursing Literature Search 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 Literature Search 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-literature-search. 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 Literature Search?

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 Literature Search?

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

Is the Nursing Literature Search 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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