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Agent Skill · 研究检索

build-an-app(构建一个应用程序)

build-an-app 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

build-an-app 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为只读;许可证信息还不明确,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 43,099。

总安装 1,011周安装 43GitHub Stars 11下载 354核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
unknown

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:build-an-app(构建一个应用程序)
来源仓库:https://github.com/stanfordspezi/spezivibe
仓库路径:skills/build-an-app
安装命令:
npx skills add https://github.com/stanfordspezi/spezivibe --skill build-an-app
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/stanfordspezi/spezivibe --skill build-an-app

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

build-an-app 用于引导用户从零开始构建数字健康应用,整合规划与实施阶段的多个专业技能。它负责需求分析、技能调度和阶段性交接,确保从想法快速过渡到可运行代码。使用时需明确应用目标和用户群体,系统会自动分派合适的子技能完成后续步骤。安装前请确认仓库权限、维护状态,以及是否会创建新项目文件或调用第三方服务。

适用宿主包括 Codex、Claude、Cursor、Gemini CLI,接入前应确认版本、权限和运行环境要求。

来源仓库内路径:skills/build-an-app

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/stanfordspezi/spezivibe --skill build-an-app;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它标注为只读,先用只读任务试一次,确认行为符合预期再扩大使用范围。

常见问题

6 条

build-an-app 怎么安装?

在终端执行 npx skills add https://github.com/stanfordspezi/spezivibe --skill build-an-app。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

build-an-app 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

build-an-app 需要什么权限?

权限级别是只读。该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

build-an-app 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

build-an-app 用的人多吗?

公开数据是累计安装 1,011 次,近一周安装 43 次,下载 354 次,GitHub 11 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

build-an-app 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 第三方扫描已通过,常见的高风险行为没有命中。
  • 标注为只读权限,试用阶段不容易误改本地文件。

先想清楚的地方

  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。
  • 只想先试试效果、不希望它改动本地文件的人。

不太适合

  • 需要明确授权才能用到公司项目里的场景。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
build-an-app

构建一个应用程序 · 本页

1,01111只读未明确通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

Build an App

Walk a user through building a digital health app from start to finish. This skill orchestrates the other skills in this repository — it figures out what the user needs, runs the right planning skills, and hands off to implementation.

When to Use

Use this skill when a user wants to:

  • build a new digital health app from scratch
  • figure out where to start on a health app idea
  • go from idea to running code with guidance at each step

Do not use this skill if the user wants to run a specific skill directly (e.g., they ask for FHIR data model design). Let them use that skill on its own.

Working Style

You are a conversational guide. Keep it lightweight — don't front-load questions. Listen to what the user says, infer what you can, and only ask about what you can't figure out. Move at their pace.


Step 1: Listen

Start with one open question:

"What do you want to build?"

Let the user describe their idea naturally. They might give you one sentence or three paragraphs — either is fine.

From their answer, look for signals about:

SignalWhat it tells you
Mentions a specific disease, condition, or clinical workflowHealth data and possibly FHIR are involved
Mentions a research study, trial, or enrollmentStudy planning is needed
Mentions patient data, PHI, HIPAA, or regulatory concernsCompliance planning is needed
Mentions HealthKit, vitals, wearables, or sensor dataHealth data modeling is needed
Mentions EHR, Epic, SMART on FHIR, or interoperabilityFHIR data model design is needed
Mentions they already have a repo or projectSkip platform selection
Mentions they already have designs or wireframesUX planning may be lighter or skippable
Says "I don't know where to start" or describes a vague ideaNeeds-finding would help

If you can't tell whether the app involves health data, connects to clinical systems, or is part of a study, ask one follow-up question that covers the gaps. For example:

"Will this app collect or store any health data, and is it tied to a research study?"

Do not ask more than one follow-up. If something is still ambiguous, include the relevant skill in your proposed plan — the user can remove it.


Step 2: Propose a Plan

Based on what you heard, assemble a plan from the available skills. Every skill is conditional — include only what the user's situation calls for.

Skill selection guide

SkillInclude when
biodesign-needs-findingUser is unsure about the problem, has a vague idea, or asks for help scoping
spezi-platform-selectionUser does not already have a project repo — helps choose React Native or Apple-native and clones the template
digital-health-ux-planningUser does not already have designs or wireframes
health-data-model-planningApp stores or processes health data (vitals, assessments, patient records)
fhir-data-model-designApp needs FHIR interoperability or connects to EHRs
digital-health-compliance-planningApp handles PHI or has regulatory concerns
digital-health-study-planningApp is part of a research study with enrollment and assessments
app-build-plannerAlways — produces the implementation plan that drives the build

Present the plan as a short numbered list with one line per skill explaining what it does. Then ask:

"Does this look right, or would you add or remove anything?"

Let the user adjust before proceeding.

Picking up where they left off

If the user already has a project, check for existing planning documents in docs/planning/. Skip any skill whose output already exists. If they already have docs/implementation-plan.md, skip straight to building.


Step 3: Run Each Skill

Work through the selected skills in the order below. For each one:

  1. Tell the user what the skill does and what it will produce (one sentence)
  2. Read the skill's SKILL.md and follow its instructions
  3. After completion, verify the output was saved to the correct path
  4. Briefly summarize what was produced before moving on

Execution order and output paths

Run skills in this order (skipping any that were not selected):

SkillOutput PathWhat it Produces
biodesign-needs-findingdocs/planning/need-statement.mdNeed statement: problem, population, outcome
spezi-platform-selectionCloned template repositoryWorking project directory with template code
digital-health-ux-planningdocs/planning/ux-brief.mdUser journeys, onboarding, workflows
digital-health-study-planningdocs/planning/study-brief.mdStudy protocol, enrollment, assessments
health-data-model-planningdocs/planning/data-model-brief.mdEntities, relationships, FHIR recommendations
fhir-data-model-designdocs/planning/fhir-data-model.mdFHIR resources, terminology, relationships
digital-health-compliance-planningdocs/planning/compliance-brief.mdPrivacy domains, controls, required decisions
app-build-plannerdocs/implementation-plan.mdMilestone-based build sequence

After running spezi-platform-selection, all subsequent outputs are saved inside the cloned template repository.

Between each skill, ask: "Ready to move on, or do you want to adjust anything?"


Step 4: Start Building

After app-build-planner saves docs/implementation-plan.md, summarize everything that was produced — only list documents that were actually created:

Here's what we have:

Project: [cloned template path]

Planning documents:
  [list only the docs that were created]

Implementation plan:
  docs/implementation-plan.md
  [N] milestones, starting with [Milestone 1 name]

Ready to start building Milestone 1?

If the user says yes, read docs/implementation-plan.md, find Milestone 1, and begin implementing it.


Guardrails

  • Every skill is optional except app-build-planner. Include skills based on what the user described, not a fixed checklist.
  • Do not front-load questions. Start with "What do you want to build?" and ask at most one follow-up.
  • When in doubt, include it in the plan. If you're not sure whether a skill is needed, propose it and let the user remove it. It's easier to drop a step than to discover you missed one.
  • Respect the user's pace. Let them review and adjust after each skill completes. Do not auto-advance without checking.
  • Handle the "skip to coding" case. If planning docs already exist, acknowledge them and pick up where they left off.
  • Each skill is interactive. When you read a skill's SKILL.md and follow its instructions, the user should participate — answer questions, review outputs, provide input. Do not simulate their answers.

平台分布

Codex

35.56%
按下载量换算126

Claude

27.97%
按下载量换算99

Cursor

18.74%
按下载量换算66

Gemini CLI

9.07%
按下载量换算32

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

只读

该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。目前只有一个公开来源,建议同时核对源仓库。

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