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Agent Skill · 研究检索

mvp-scoping(MVP 范围界定)

mvp-scoping 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。

mvp-scoping 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 48,626。

总安装 682周安装 29GitHub Stars 114下载 239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:mvp-scoping(MVP 范围界定)
来源仓库:https://github.com/shawnpang/startup-founder-skills
仓库路径:skills/mvp-scoping
安装命令:
npx skills add https://github.com/shawnpang/startup-founder-skills --skill mvp-scoping
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/shawnpang/startup-founder-skills --skill mvp-scoping

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。

用于查找、检索和筛选相关信息。mvp-scoping 属于研究检索类 Skill,可作为该场景下的辅助能力补充。适合根据关键词、任务场景或来源线索快速定位候选结果。可结合来源仓库和原始 README 继续核验具体用法。安装前建议确认权限范围和维护状态,避免误操作。注意是否会触发联网、命令执行或文件读写。

来源仓库内路径:skills/mvp-scoping

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/shawnpang/startup-founder-skills --skill mvp-s…;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

mvp-scoping 怎么安装?

在终端执行 npx skills add https://github.com/shawnpang/startup-founder-skills --skill mvp-scoping。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

mvp-scoping 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。

mvp-scoping 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。

mvp-scoping 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。

mvp-scoping 用的人多吗?

公开数据是累计安装 682 次,近一周安装 29 次,下载 239 次,GitHub 114 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。

mvp-scoping 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
mvp-scoping

MVP 范围界定 · 本页

682114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

MVP Scoping

When to Use

Activate when a founder or PM has an idea or a full feature spec and needs to distill it down to the smallest version worth building. Trigger phrases include "what's our MVP," "what should we cut," "scope this down," "what do we build first," "we only have 4 weeks," or "help me prioritize what to include." Also activate when a team is struggling with scope creep and needs to draw a clear line between must-have and nice-to-have.

Context Required

  • From startup-context: company stage, team size, runway/timeline pressure, existing product (if any), technical stack and constraints.
  • From the user: the full feature vision or spec, target user segment, the core hypothesis being tested, available timeline and resources, any non-negotiable requirements (compliance, security, contractual commitments).

Workflow

  1. State the hypothesis — Define what the MVP is designed to learn or prove. Format: "We believe that [user segment] will [behavior] if we provide [capability], and we'll know we're right when [measurable signal]."
  2. List all candidate features — Enumerate every feature, capability, and requirement from the full vision.
  3. Apply MoSCoW prioritization — Classify every item as Must Have, Should Have, Could Have, or Won't Have (this time).
  4. Identify risks — For each Must Have, identify technical, market, and execution risks. Flag any Must Have that carries high risk and may need a spike or prototype first.
  5. Define the cut line — Draw a clear boundary. Everything above the line ships in v1. Everything below has a specific trigger for when it gets built.
  6. Estimate and validate — Rough-size the Must Haves. If they exceed the available timeline by more than 20%, force-rank the Must Haves and demote the lowest.
  7. Write the MVP spec — Produce a concise scope document with explicit inclusions, exclusions, and deferred items.

Output Format

Hypothesis Statement

One sentence stating what the MVP will test and how success is measured.

MoSCoW Classification

Must Have (v1 — ships or the product fails)
FeatureRationaleRisk LevelEffort Estimate
Feature nameWhy this cannot be cutLow/Med/HighT-shirt size or days
Should Have (v1.1 — ships within 2-4 weeks after launch)

Same table format. These improve the product meaningfully but are not required for the core hypothesis test.

Could Have (v1.2+ — ships if data supports it)

Same table format. These are enhancements contingent on v1 learnings.

Won't Have (not this product/quarter)

List with brief reasoning for each exclusion.

Risk Register

RiskCategoryLikelihoodImpactMitigation
DescriptionTechnical/Market/ExecutionHigh/Med/LowHigh/Med/LowAction to reduce risk

MVP Scope Summary

Concise paragraph describing what v1 does, who it's for, and what it explicitly does not do.

Success Criteria

Specific metrics and thresholds that determine whether the MVP validated the hypothesis.

Frameworks & Best Practices

  • MoSCoW prioritization.

- Must Have: Without this, the product does not work or the hypothesis cannot be tested. Apply ruthlessly. If more than 40% of features are Must Have, your bar is too low. - Should Have: Important but the product can launch without it. Users will notice the gap but can work around it. - Could Have: Nice-to-have. Include only if time permits with zero impact on Must Haves. - Won't Have: Explicitly out of scope this cycle. Naming these prevents scope creep.

  • The "cupcake, not a layer of cake" principle. An MVP is a complete, small experience — not an incomplete large one. A cupcake is a whole dessert. A cake layer with no frosting is an unfinished project.
  • Optimize for learning speed. The MVP's job is to test a hypothesis as fast as possible. Every feature should either be required for the test or removed.
  • Manual before automated. If a process can be done manually for the first 50 users, do not build automation for it in the MVP. Concierge MVPs and Wizard-of-Oz MVPs are valid.
  • One user segment. MVPs that try to serve multiple segments serve none well. Pick the segment with the strongest pain and the shortest sales cycle.
  • Hard conversation forcing function. If the team cannot agree on Must Haves, ask: "If we could only build 3 features, which 3 would we pick?" Start from zero and add, rather than starting from everything and cutting.
  • Deferred is not deleted. Maintain a deferred backlog with explicit triggers: "Build feature X when metric Y reaches threshold Z." This reassures stakeholders that their requests are heard.
  • Risk-first sequencing. Build the riskiest Must Have first. If it fails, you learn early and cheaply. If it works, everything else is lower risk.
  • Scope creep signals. Watch for: "while we're at it," "it would be easy to also," "users will expect," and "competitors have." Each phrase requires the response: "Does this change our hypothesis?"

Related Skills

  • prd-writing — After scoping the MVP, write a PRD for the Must Have set.
  • roadmap-planning — Place Should Have and Could Have items into the roadmap's Next and Later horizons.
  • user-research-synthesis — Use customer insights to validate which features are truly Must Have vs. assumed Must Have.

Examples

Example 1: Scoping a new product MVP

User: "We're building a tool that helps freelancers send invoices, track time, manage expenses, handle taxes, and send contracts. We have 6 weeks and 2 engineers."

Good output excerpt:

Hypothesis: We believe freelancers earning $50K-$150K/year will send at least 3 invoices in their first month if we provide a simple invoice builder with payment tracking, and we'll know we're right when 40% of signups reach this threshold. Must Have: Invoice creation, payment status tracking, email delivery. Should Have: Time tracking (linked to invoices), recurring invoices. Won't Have (this cycle): Expense management, tax calculations, contract management. Rationale for cuts: Time tracking and expenses are adjacent workflows but not required to test the core invoicing hypothesis. Tax and contracts are separate products masquerading as features.

Example 2: Scoping down an existing feature

User: "Our PRD for the analytics dashboard has 15 chart types, custom date ranges, export to PDF/CSV, scheduled reports, and real-time data. Engineering says it's 3 months. We need it in 6 weeks."

Good output should classify the 15 chart types into 4-5 Must Have charts that cover 80% of use cases, defer scheduled reports and real-time data, keep CSV export but cut PDF, and identify that custom date ranges are Must Have because every user interview mentioned them.

平台分布

Codex

35.34%
按下载量换算84

Claude

29.2%
按下载量换算70

Cursor

17.61%
按下载量换算42

Gemini CLI

8.4%
按下载量换算20

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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