Product Description skill

The playbook Moonrank's Writer Agent uses to turn a spec sheet into a description a shopper can decide from in seconds — benefits translated, deal-breakers answered, specs still checkable.

Download the methodology, see how the agent translates specs, or run it live inside the Writer Agent.

Category
Writer
Agent
Writer Agent
Format
product-description.md
Price
Free to download

The skill file

product-description.md
---
name: product-description
description: Turn product specs into a scannable, benefit-led description that helps a shopper decide quickly.
owner: Moonrank Writer Agent
---

# Product Description
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About this skill

What is the Product Description skill?

The Product Description skill is how Moonrank's Writer Agent rewrites a spec sheet for the person actually shopping: who the product fits, the three specs that matter translated into their consequences, and the deal-breaker questions — sizing, compatibility, care — answered where the shopper looks.

It's written as a SKILL.md, a plain-language instruction format that people and AI agents can both follow. Read it to rewrite your bestsellers by hand, use it as the standard for your catalog, or let the Writer Agent apply it across every SKU.

Downloading the playbook is free with a Moonrank account. Applying one structure to hundreds of products and keeping it aligned with reviews and returns data is what the Writer Agent does.

Example

See it in action

You ask

“Our product pages are just the manufacturer specs. Rewrite them? We have 400 SKUs.”

Agent does

Spot-checking 20 SKUs: every description opens by restating the product name, and 14 of 20 never say who the product is for. Your returns data shows sizing is the top return reason, yet the size guidance sits below the fold on every page. The fix is one structure — fit line, 4 translated benefit bullets, spec block, sizing answer up top — applied to the 50 SKUs that drive 80% of revenue first, then the rest.

How it works

From input to fix list

  1. 1

    You provide the spec sheet

    The raw specs, the buyer, and — if you have them — reviews and return reasons.

  2. 2

    Moonrank picks what matters

    The 3 specs that decide the purchase for this buyer, chosen over the ones that fill space.

  3. 3

    It translates and structures

    Each spec stated as its consequence, in a fit line, benefit bullets, and a checkable spec block.

  4. 4

    It answers the deal-breakers

    Sizing, compatibility, and care answered where the shopper looks — driven by returns data.

What's included

Everything it checks

Fit line

Who the product is for and its main benefit, in the first sentence.

Spec translation

The 3 specs that matter, each stated as what it means for the buyer.

Checkable spec block

The raw numbers preserved and structured — translation never hides them.

Deal-breaker answers

Sizing, compatibility, materials, care — whatever returns data says people get wrong.

Review language

Benefit phrasing lifted from real reviews, in the buyer's own dialect.

Scan-length format

One paragraph, 3–5 bullets, spec block, deal-breaker line — repeatable across a catalog.

Use cases

When to reach for it

  • Replace pasted manufacturer specs with copy that converts.
  • Cut returns caused by questions the page never answered.
  • Standardize one description structure across hundreds of SKUs.
  • Rewrite bestsellers first, using reviews as the source of phrasing.
  • Give a marketplace listing a fit line that stops the scroll.
Questions

Frequently asked questions

It's the Writer methodology Moonrank's Writer Agent follows — written out step by step, so you can read exactly how the work gets done rather than trusting a black box.

A plain-language instruction file that both people and AI agents can follow. Open it in any editor, paste it into Claude or ChatGPT, or drop it into an agent framework that reads skill files.

Yes. Every skill file is free with a Moonrank account — we ask for an email, not a credit card. Running the skill continuously against your site is what the paid product does.

Absolutely. The file is yours to adapt. Hand it to your team as a standard, run it manually, or point your own agent at it. Nothing in it depends on our platform.

The Writer Agent runs this methodology against your site on a schedule, prioritizes what it finds, and ships copy-ready fixes — no manual runs, no downloads to manage.

Related skills

Pair it with these skills

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