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Agent Skill · 研究检索

working-backwards(向后工作)

working-backwards 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。

working-backwards 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 60,488。

总安装 367周安装 15GitHub Stars 8下载 118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:working-backwards(向后工作)
来源仓库:https://github.com/wdavidturner/product-skills
仓库路径:skills/working-backwards
安装命令:
npx skills add https://github.com/wdavidturner/product-skills --skill working-backwards
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/wdavidturner/product-skills --skill working-backwards

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。

working-backwards 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中快速定位候选结果。适用于关键词搜索、任务场景匹配或来源线索筛选等研究检索场景。通过 npx skills add 命令从 GitHub 仓库安装,具体用法可参考原始 README。

安装前需确认权限范围和维护状态,注意是否触发联网、命令执行或文件读写操作。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/working-backwards

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/wdavidturner/product-skills --skill working-ba…;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

working-backwards 怎么安装?

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

working-backwards 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。

working-backwards 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。

working-backwards 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。

working-backwards 用的人多吗?

公开数据是累计安装 367 次,近一周安装 15 次,下载 118 次,GitHub 8 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。

working-backwards 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
working-backwards

向后工作 · 本页

3678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

Working Backwards

What It Is

Working Backwards is Amazon's product development methodology. The core insight: start with the customer problem and work backward to the solution, not the other way around.

Most teams work forward: "We have this technology/capability/idea — what can we build with it?" Working Backwards inverts this: "What problem does the customer have? What would the ideal solution look like? Now, how do we build it?"

The mechanism: Write an internal press release and FAQ *before* building anything. If you can't write a compelling press release, you don't have a compelling product.

As Jeff Bezos put it: "We took it as an article of faith — if we served customers well, if we prioritized customers and delivered for them, things like sales, revenue, and free cash flow would follow."

When to Use It

Use Working Backwards when you need to:

  • Define a new product or major feature before committing resources
  • Evaluate competing product ideas and choose which to build
  • Align stakeholders on what you're building and why
  • Force clarity on vague product concepts
  • Prevent building solutions in search of problems
  • Create a shared vision that engineering, design, and leadership can rally around
  • Decide whether an idea is worth pursuing at all

When Not to Use It

  • The work is incremental optimization (A/B tests, bug fixes)
  • You're executing on an already-defined product
  • The scope is too small to warrant the overhead
  • You're just exploring technical feasibility (do that first, then write the PR/FAQ)

Patterns

Detailed examples showing how to apply Working Backwards correctly. Each pattern shows a common mistake and the correct approach.

Critical (get these wrong and you've wasted your time)

PatternWhat It Teaches
solution-first-thinkingDon't start with the solution and retrofit a problem
missing-problem-paragraphIf you skip the problem, there probably isn't one
vague-customer-definition"Everyone" is not a customer — be specific
writing-pr-after-buildingThe PR comes first, not as documentation after
internal-jargon-in-prPress releases are for customers, not engineers

High Impact

PatternWhat It Teaches
faq-avoids-hard-questionsThe FAQ must address what makes you uncomfortable
hyperbole-instead-of-specificsNo marketing fluff — use data and concrete claims
customer-quote-sounds-fakeCustomer quotes reveal whether you understand the job
too-many-featuresOne press release, one compelling benefit
no-measurable-outcomeDefine what success looks like with numbers
combining-ideasOne PR/FAQ per idea — don't bundle concepts

Medium Impact

PatternWhat It Teaches
skipping-the-iterationPR/FAQs improve through concentric circle review
missing-the-dateThe hypothetical launch date signals ambition and scope
faq-too-shortExternal and internal FAQs serve different purposes

Deep Dives

Read only when you need extra detail.

  • references/working-backwards-playbook.md: Expanded framework detail, checklists, and examples.

Resources

Books:

  • *Working Backwards* by Bill Carr and Colin Bryar — the definitive guide from former Amazon VPs
  • *The Everything Store* by Brad Stone — context on Amazon's culture and innovation

Templates:

  • Working Backwards PR/FAQ Template (available at workingbackwards.com)

Podcasts:

  • Bill Carr on Lenny's Podcast — deep dive on implementing Working Backwards
  • Ian McAllister on Lenny's Podcast — practical application of the process

Other:

  • *Good to Great* by Jim Collins — influenced Amazon's thinking on flywheels and focus
  • *The Lean Startup* by Eric Ries — complementary approach to validating ideas

*Credit: The Working Backwards process was developed at Amazon, primarily during 2004-2007. Key contributors include Jeff Bezos, Bill Carr, Colin Bryar, Jeff Wilke, and many others. This skill synthesizes insights from Bill Carr and Ian McAllister's interviews on Lenny's Podcast.*

平台分布

Codex

34.09%
按下载量换算40

Claude

29.49%
按下载量换算35

Cursor

18.05%
按下载量换算21

Gemini CLI

9.12%
按下载量换算11

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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