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Agent Skill · 研究检索

scoping-cutting(范围切割)

scoping-cutting 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。

scoping-cutting 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 5,635。

总安装 24,960周安装 1,023GitHub Stars 715下载 8,080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:scoping-cutting(范围切割)
来源仓库:https://github.com/refoundai/lenny-skills
仓库路径:skills/scoping-cutting
安装命令:
npx skills add https://github.com/refoundai/lenny-skills --skill scoping-cutting
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/refoundai/lenny-skills --skill scoping-cutting

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。

使用 15 位产品领导者的框架帮助团队确定项目范围并削减功能。

教授基于胃口的计划:设定固定的时间预算并改变范围,而不是延长最后期限 涵盖八项核心原则,包括 MVP 作为验证工具、积极的功能削减以及“构建踏板车,而不是车轴”实现端到端价值的方法 提供绿野仙踪测试指南,以便在工程投资之前手动验证假设 包括在范围界定对话期间要标记的诊断问题和常见错误

来源仓库内路径:skills/scoping-cutting

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/refoundai/lenny-skills --skill scoping-cutting;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

scoping-cutting 怎么安装?

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

scoping-cutting 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。

scoping-cutting 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。

scoping-cutting 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。

scoping-cutting 用的人多吗?

公开数据是累计安装 24,960 次,近一周安装 1,023 次,下载 8,080 次,GitHub 715 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。

scoping-cutting 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
scoping-cutting

范围切割 · 本页

24,960715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

Scoping & Cutting

Help the user scope projects and cut features effectively using frameworks from 15 product leaders.

How to Help

When the user asks for help with scoping:

  1. Understand the hypothesis - Ask what they're trying to learn or validate
  2. Identify the appetite - Determine how much time/resources they're willing to invest
  3. Find the essential core - Help them identify what must be present for the first version
  4. Design for learning - Ensure the scope enables fast feedback, not just fast shipping

Core Principles

Use appetite, not estimates

Ryan Singer: "We're going to go the other way around and we're going to say, what is the maximum amount of time we're willing to go before we actually finish something?" Set a fixed time budget (appetite) and design a version of the solution that fits within it. Vary scope, not deadlines.

MVP is a validation tool

Eric Ries: "MVP is simply for whatever the hypothesis is that we're trying to test, what is the most efficient way to get the validation we need about whether a hypothesis is true or not?" An MVP is not a low-quality product - it's the most efficient way to test a specific hypothesis.

Cut the list in half, then half again

Eric Ries: "Write out the list of features that are necessary in your MVP. Cut it in half and cut it in half again and build that." Founders consistently overestimate what's "minimum." Aggressive cutting is required to reach a true baseline.

Fixed time, small teams

Jason Fried: "Our appetite for any individual feature is no more than six weeks... So we have to figure out the simplest, most effective version of that to get that done within six weeks and get it done by two people." Constraints force creative solutions. Limit team size to maintain focus.

Build the scooter, not the axle

Eeke de Milliano: "If you're trying to build the minimum viable product for a car, don't build just the wheels and the axle, build the scooter first." An MVP should be a functional, end-to-end version of a smaller value proposition, not an incomplete piece of a larger one.

Use Wizard of Oz testing

Crystal W: "It's really this Wizard of Oz experience. We don't have to build anything. I coordinated with a bunch of interns and we were able to validate some of the value prop." Validate value propositions manually before investing in engineering. Use humans to simulate automated features.

Kill projects that don't finish in time

Jason Fried: "If there's any work that's left over that's still on the left side of the hill, meaning we're still pushing it up, we don't know how we're going to do it and we're at our time limit, it almost certainly dies." Let projects die if they aren't completed within their allotted time to prevent never-ending work.

Build the option to pivot into the process

Paige Costello: "We added into our product process a notion that we might pivot or cut from stuff that we put on our roadmap because it felt like once it was on the roadmap, it had to be done." Formalize the ability to cut or pivot from roadmap items to avoid the sunk cost fallacy.

Questions to Help Users

  • "What's the single hypothesis you're trying to validate with this version?"
  • "What's the maximum time you're willing to invest before shipping something?"
  • "What would you cut if you had to ship in half the time?"
  • "Is there a way to test this manually before building automation?"
  • "If this feature doesn't ship in time, will you kill it or extend?"
  • "What's the smallest thing that still delivers complete value?"

Common Mistakes to Flag

  • Estimating instead of time-boxing - Asking "how long will this take?" instead of "what can we do in X weeks?"
  • Building the axle - Shipping incomplete parts of a larger feature instead of complete smaller features
  • Never killing projects - Extending deadlines instead of cutting scope or canceling
  • Over-engineering the MVP - Building too much before testing the core hypothesis
  • Ignoring the Wizard of Oz - Always defaulting to building when manual validation would be faster

Deep Dive

For all 19 insights from 15 guests, see references/guest-insights.md

Related Skills

  • prioritizing-roadmap
  • planning-under-uncertainty
  • problem-definition

平台分布

Codex

32.69%
按下载量换算2,641

Claude

30.97%
按下载量换算2,502

Cursor

18.59%
按下载量换算1,502

Gemini CLI

9.56%
按下载量换算772

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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