working-backwards SKILL.md skillA

working-backwards from vandanaajaydubey111/great-pm is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add vandanaajaydubey111/great-pm/working-backwards@git:20260721.86de099

Pins git:20260721.86de099 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
vandanaajaydubey111/great-pm
Path
skills/working-backwards/SKILL.md
Versions recorded
1
Latest version
git:20260721.86de099, committed Jul 21, 2026
Size
3,685 bytes
Repository stars
3
License
MIT

Amazon's Working Backwards / PR-FAQ method — start from the customer problem and desired outcome, write the internal press release + FAQ BEFORE building. Use when defining a new product or major feature, evaluating competing ideas, aligning stakeholders, or forcing clarity on a vague concept before committing engineering resources.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

> **Provenance.** Adapted from `pmprompt/claude-plugin-product-management@working-backwards`
> (MIT License — github.com/pmprompt/claude-plugin-product-management). Framework
> is Amazon's, documented in *Working Backwards* (Bryar & Carr). Vendored into
> great-pm 2026-05-29 with great-pm-convention frontmatter. MIT permits commercial
> use with attribution; this header is the attribution.

# Working Backwards (PR-FAQ)

## What it is

Amazon's product-development method. 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 capability — what can we build?" Working
Backwards inverts it: "What problem does the customer have? What's the ideal
solution? 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.

> "We took it as an article of faith — if we served customers well… things like
> sales, revenue, and free cash flow would follow." — Jeff Bezos

## When to use it

- Define a new product or major feature before committing resources
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add vandanaajaydubey111/great-pm/working-backwards@sha256:0776078a1ac93e7e

The line at the top of this page pins the label git:20260721.86de099, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_e4esg4qsuwncsc6d.svg)](https://markdownregistry.com/a/art_e4esg4qsuwncsc6d)

1 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Jul 21, 2026.

versioncommittedcommitsizeaudit
git:20260721.86de099 latest2026-07-21 86de099 3,685 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (3685 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

vandanaajaydubey111/great-pm · 3 stars · license MIT · pushed 2026-09-20 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_e4esg4qsuwncsc6d
GET https://markdownregistry.com/api/v1/resolve?ref=vandanaajaydubey111/great-pm/working-backwards
GET https://markdownregistry.com/api/v1/blob/0776078a1ac93e7e309c23d020bbbe849608ce186679993215b6efd68b37d627

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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Every file in vandanaajaydubey111/great-pm

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