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working-backwards向后工作

Agent Skill

working-backwards 用于处理 GitHub 仓库、Issue、Pull Request 和代码协作信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要围绕仓库状态、代码变更或协作事项进行整理时使用。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。

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212

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CodexClaudeCursorGemini CLI

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本站只整理中文说明和来源信息,不托管安装包,也不代用户安装。

GitHub

来源数

2

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unknown

最后核验

2026-05-01

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来源可访问

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/tomaszstaniak/pm-ai-skills
仓库路径:skills/working-backwards
安装命令:
npx skills add https://github.com/tomaszstaniak/pm-ai-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。

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skills.shnpx skills
npx skills add https://github.com/tomaszstaniak/pm-ai-skills --skill working-backwards

简介

用于支持产品管理中以终为始的工作方法。

  • 适合在 Codex、Claude、Cursor、Gemini CLI 中围绕 PRD 和发布目标拆解任务。
  • 通过 GitHub 仓库安装,建议查看原始文档了解模板与检查清单用法。
  • 使用时不能替代产品经理判断,仅作为流程辅助工具。
  • 涉及跨团队协作时,应确保各方对验收标准达成一致。

SKILL.md

Working Backwards (PR/FAQ)

A product development method pioneered at Amazon: start from the customer experience and work backwards to the technology. The centerpiece is the PR/FAQ document — a fictional press release and FAQ written before a single line of code, forcing clarity of thought about who benefits, why they care, and what could go wrong. Includes a built-in pre-mortem step based on Gary Klein's prospective hindsight technique.

Core Principle

If you can't write a compelling press release, you don't understand the product yet. Writing forces thinking. A PR/FAQ written at the start — not the end — of a project exposes fuzzy thinking, missing logic, and unjustified assumptions before any resources are committed. If the press release is boring, the product will be boring.

The Working Backwards process inverts the typical development flow:

Traditional:  Idea → Build → Launch → Explain to customers
Amazon:       Customer need → PR/FAQ → Debate → Build only if compelling

Scoring

Goal: 10/10. When reviewing a PR/FAQ or product proposal, rate it 0-10:

ScoreDescription
0-2No written proposal. Idea is a verbal pitch or a slide deck with bullet points.
3-4Written proposal exists but reads like an internal spec. Customer benefit is vague. No FAQ.
5-6PR/FAQ format used but the press release is generic, FAQ avoids hard questions, no pre-mortem.
7-8Strong PR/FAQ. Clear customer, specific benefit, honest FAQ, identifies key risks.
9-10Exceptional. Press release makes you want the product. FAQ addresses every tough question. Pre-mortem reveals non-obvious risks with mitigations. The document alone could be used to decide go/no-go.

The PR/FAQ Document

Part 1: The Press Release (1 page max)

A fictional press release announcing the finished product. Written in the voice of a real press release, as if the product already exists.

Structure:

SectionContentLength
HeadingProduct name + customer benefit in one line1 sentence
SubheadingWho the customer is + what they can now do1 sentence
Opening paragraphSummary: what it is, who it's for, why it matters3-4 sentences
Problem paragraphThe customer problem or pain point (in the customer's words)3-4 sentences
Solution paragraphHow the product solves it — specific, concrete, no jargon3-4 sentences
Quote from leaderWhy the company built this (vision, mission alignment)2-3 sentences
How it worksSimple explanation a customer can follow3-4 sentences
Quote from customerA fictional customer describing the benefit they experienced2-3 sentences
Call to actionHow to get started1 sentence

Rules:

  • No internal jargon, no technical architecture, no org chart references
  • Every sentence must be understandable by the target customer
  • If you can't explain the benefit simply, the idea isn't clear yet
  • The customer quote should express the emotional benefit, not feature specs
  • Maximum 1 page

Product applications:

ContextApplicationExample
New product ideaWrite PR before any design workForces "what's the headline?" thinking before "what's the architecture?"
Feature proposalWrite a mini-PR for significant features"Acme launches auto-save: never lose your work again"
Pivot decisionWrite PR for the pivot and compare to current directionIf the pivot PR is more compelling, that's a signal

Copy patterns:

  • "[Product] launches [headline benefit]: [one-sentence customer outcome]"
  • "Until now, [customer segment] had to [painful alternative]. Starting today, [product] [specific benefit]."
  • "'[Emotional customer quote about the outcome, not the feature]' — [Name], [Role] at [Company]"

Ethical boundary: The press release must describe a product you genuinely intend to build. Never use PR/FAQ as a marketing exercise for vaporware. If the PR describes capabilities you can't deliver, you're not working backwards — you're fabricating forwards.

See: references/press-release-writing.md

Part 2: The FAQ (2-5 pages)

Two sections: external FAQ (customer questions) and internal FAQ (stakeholder/business questions).

External FAQ (customer perspective):

  • How much does it cost?
  • How is this different from [alternative]?
  • What do I need to get started?
  • What happens to my data?
  • What if it doesn't work for me?

Internal FAQ (business perspective):

  • What is the estimated market size / TAM?
  • What are the unit economics?
  • How long will it take to build? What's the team needed?
  • What are the key dependencies and risks?
  • How will we measure success? What are the metrics?
  • What's the competitive landscape?
  • Why now? What changed that makes this the right time?

Key insights:

  • The FAQ is where honesty lives — the PR is aspirational, the FAQ is realistic
  • If you can't answer the internal FAQ convincingly, the project isn't ready
  • Update the FAQ as you learn — it's a living document
  • The hardest questions to answer are the most important ones to include

Copy patterns:

  • "Q: How is this different from [competitor]? A: Unlike [competitor], [product] [specific differentiator] because [reason]."
  • "Q: What if it doesn't work? A: [Concrete fallback, guarantee, or risk mitigation]."
  • "Q: Why now? A: [Market shift / technology change / customer behavior change] makes this the right moment because [evidence]."

Ethical boundary: Never omit FAQ questions because the answers are unfavorable. The FAQ's value is proportional to its honesty. If an internal FAQ answer reveals a fatal flaw, that's the FAQ doing its job — not a reason to delete the question.

See: references/faq-construction.md

Part 3: The Pre-Mortem (1 page)

Based on Gary Klein's prospective hindsight technique. After writing the PR/FAQ, assume the product has launched and failed. Work backwards from failure to identify what went wrong.

The Pre-Mortem Protocol:

Prompt: "It is [12 months from now]. This product launched and failed
to meet its goals. Customers didn't adopt it. The team is disappointed.
What went wrong?"

Generate 5-7 failure scenarios across these categories:

CategoryQuestionExample failure
CustomerDid we solve a real problem?"Users didn't have this problem often enough to change behavior"
MarketIs the timing/competition right?"A well-funded competitor launched the same thing 2 months before us"
ExecutionCan we actually build and ship this?"The ML model never achieved the accuracy we assumed in the PR"
Business modelDo the economics work?"Customer acquisition cost was 3x what we modeled"
AdoptionWill people switch?"Users were too entrenched in their current workflow to migrate"
InternalDoes the organization support this?"The sales team couldn't explain the product and stopped selling it"

For each failure scenario, specify:

  1. Likelihood (High / Medium / Low)
  2. Impact (High / Medium / Low)
  3. Early warning signal — how would you detect this is happening?
  4. Mitigation — what can you do now to prevent it?

Why pre-mortem works here: By the time you've written a compelling PR and honest FAQ, you're emotionally invested. The pre-mortem is the structured antidote to optimism bias. It leverages "prospective hindsight" — imagining an event has already happened makes people 30% better at identifying reasons for outcomes (Klein, 1989).

Product applications:

ContextApplicationExample
Go/no-go decisionPre-mortem reveals deal-breakers before committing resources"3 of 5 failure scenarios are High likelihood — rethink before proceeding"
Risk planningConvert mitigations into sprint-zero tasks"Build a competitive monitoring dashboard before launch"
Team alignmentShare pre-mortem to build shared understanding of risksTeam sees risks they individually sensed but never voiced

Ethical boundary: The pre-mortem must be genuinely open-ended. Never write it to rubber-stamp a decision already made. If the pre-mortem reveals fatal risks, take them seriously.

See: references/pre-mortem-protocol.md

The Full Working Backwards Process

StepActionTime
1Write the Press Release (1 page)2-4 hours
2Write the FAQ — external + internal (2-5 pages)4-8 hours
3Run the Pre-Mortem (1 page)1-2 hours
4Circulate for feedback — silent reading, written comments1 week
5Revise based on feedback2-4 hours
6Decision meeting: go / no-go / revise1 hour

Key insights:

  • Amazon's rule: documents are read silently at the start of the meeting (no pre-reads). This ensures everyone has the same context.
  • The document is the thinking, not a summary of the thinking. Narrative forces logical structure that bullet points hide.
  • Iteration is expected — most PR/FAQs go through 5-10 revisions before approval
  • A rejected PR/FAQ is a success — you avoided building the wrong thing

Common Mistakes

MistakeWhy It FailsFix
Writing the PR after buildingDefeats the purpose — it's a rationalization, not a thought toolWrite the PR as the very first step, before any design or code
Jargon in the press releaseIf customers can't understand it, you don't understand itRead it to someone outside the team. If they're confused, rewrite.
Softball FAQ questionsAvoids the hard questions that kill projects laterInclude every question that makes you uncomfortable
Skipping the pre-mortemOptimism bias goes unchecked; risks surface too lateAlways do the pre-mortem. It takes 1 hour and can save months.
Treating PR/FAQ as a formalityGoing through motions without genuine debateIf the go/no-go meeting is always "go," the process is broken
Solo authorshipOne person's blind spots become the project's blind spotsProduct trio writes together; diverse perspectives improve quality

Quick Diagnostic

QuestionIf NoAction
Can you state the customer benefit in one sentence?Idea isn't clear enoughWrite the PR headline first — if you can't, keep thinking
Would a customer understand your press release?Too much insider languageRewrite in the customer's words
Does your FAQ include questions you're afraid to answer?You're avoiding hard truthsAdd 3 uncomfortable questions and answer them honestly
Have you run a pre-mortem?Optimism bias is unaddressedSpend 1 hour imagining failure — identify top 5 risks
Has anyone outside the team read the document?Echo chamber riskShare with a skeptic and incorporate their feedback

Reference Files

  • Press Release Writing Guide — Section-by-section guide to writing the PR, common pitfalls, templates, and worked examples for B2B SaaS, consumer apps, and internal tools
  • FAQ Construction — External vs. internal FAQ frameworks, question generation techniques, how to answer hard questions honestly, and FAQ iteration strategies
  • Pre-Mortem Protocol — Gary Klein's prospective hindsight technique adapted for product development, failure category taxonomy, likelihood/impact scoring, and mitigation planning templates
  • Narrative Decision-Making — Why Amazon chose narratives over slide decks, the six-pager format, silent reading protocols, and how to run effective document-based decision meetings

Further Reading

About the Authors

Colin Bryar and Bill Carr are former Amazon executives. Bryar served as Jeff Bezos' "shadow" (Technical Advisor) for two years. Carr led the launch of Amazon's digital media businesses including Prime Video and Amazon Music. Together they spent 27 years at Amazon and witnessed the development of its distinctive management practices firsthand.

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