Proofreading skill

The playbook Moonrank's Writer Agent uses to make a final draft correct and consistent — three systematic passes, every fix flagged with its rule, the author's voice untouched.

Download the methodology, see how the agent separates errors from edits, or run it live inside the Writer Agent.

Category
Writer
Agent
Writer Agent
Format
proofreading.md
Price
Free to download

The skill file

proofreading.md
---
name: proofreading
description: Catch grammar, spelling, punctuation, and consistency errors in systematic passes, flagging each fix without rewriting the author's voice.
owner: Moonrank Writer Agent
---

# Proofreading
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About this skill

What is the Proofreading skill?

The Proofreading skill is how Moonrank's Writer Agent takes a final draft to publishable: a mechanics pass, a consistency pass, and a references pass, each finding flagged with its location, exact fix, and the rule it violates — never a silent rewrite.

It's written as a SKILL.md, a plain-language instruction format that people and AI agents can both follow. Read it to proof your own work in the same three passes, hand it to your editor as a shared checklist, or let the Writer Agent run it on everything before it ships.

Downloading the playbook is free with a Moonrank account. Running the passes on every draft, every day, before publish is what the Writer Agent does.

Example

See it in action

You ask

“We published a case study with the client's name spelled two different ways. How do we stop shipping errors like this?”

Agent does

One reread by the author catches almost nothing — they read what they meant to write. Three separate passes on your case study surface 23 findings: 9 mechanics (including a dropped "not" that reversed a claim), 11 consistency (the client's name two ways, "10x" and "ten times" in the same section, three date formats), and 3 broken reference links. Each comes with location, exact fix, and rule — a 20-minute apply, zero rewriting.

How it works

From input to fix list

  1. 1

    You provide the final draft

    The piece that ships after this pass, with its language variant and any style guide.

  2. 2

    Moonrank runs three passes

    Mechanics, then consistency, then references — one category of error at a time.

  3. 3

    It flags every finding

    Location, error, exact replacement text, and the rule it violates. No silent changes.

  4. 4

    It separates judgment calls

    Ambiguities go to the author with a recommendation — then a one-line verdict: ship, or fix-then-ship.

What's included

Everything it checks

Mechanics pass

Spelling, grammar, punctuation, and agreement, in the target language variant.

Consistency pass

Capitalization, hyphenation, numbers, dates — the document's own dominant choice, enforced everywhere.

References pass

Links resolve, quotes match sources, numbers add up, names spell the same way twice.

Structured fix list

Every finding with location, error, exact fix, and rule — apply in minutes.

Judgment-call list

Ambiguities the author decides, kept separate from objective errors.

Voice protection

A hard rule: anything that changes tone or rhythm is an edit, not a fix, and gets cut.

Use cases

When to reach for it

  • Ship a final draft without the post-publish typo screenshot.
  • Make five authors read like one publication.
  • Proof translated or non-native drafts without flattening them.
  • Give an AI agent a pre-publish gate for everything it writes.
  • Enforce a house style without hiring a copy desk.
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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