Polar Bear / Claude Skills / Editing Pack

August 2026 · 5 min read

The Editing Pack for Claude

By Alexey Lobachev, 10 yrs McKinsey · People Strategy

The pack works at three levels. structure-doctor fixes the shape: what comes first and what is buried. line-editor cuts what does not earn its place, sentence by sentence. voice-matcher makes the result sound like you rather than like a model.

What these skills are

A second pass on your writing, as installable Claude skills. The first draft is the part that is easy to get help with. The second pass is the one that decides whether anybody finishes reading, and it is the one most drafts never get. This pack is that pass, split across the three levels a draft can fail at.

There is one rule the whole pack is built on: Claude edits, and the judgment about what you meant stays with you. No skill in this set adds an idea you did not have, smooths a hard sentence into a soft one, or touches a quotation, a name or a number. They diagnose the shape and propose a new order, cut what was never carrying weight, and put your own habits back into prose that had lost them. Every reordering comes with its reasoning and every arguable cut is listed, so you can veto it.

Mechanically, each skill is one folder with a SKILL.md file. All three belong to one person: whoever is doing the writing. They work from one Claude Project with a chat per recurring format, and all three read the same house-style.md, so the skills carry the method while that one file carries your taste.

Download all 3 skills. One zip: ready-to-install skill zips, readable SKILL.md files, and the house style the three of them share. Free, no signup. The same three skills are open on GitHub: polar-bear-org/claude-skills.

The 3 skills you get

One skill per level a draft can fail at: the shape, the sentences, the voice.

The shape

1. Structure Doctor

Use when: Every sentence is fine and the whole thing still does not land

Output: A map of what is currently there, where the reader falls off, and a proposed new order with one line of reasoning per move — the buried lede, the sections doing no work, the promise the ending does not keep

The sentences

2. Line Editor

Use when: The draft is in the right order and about a third longer than it needs to be

Output: The edited text, then three to six lines of what changed and why — only the cuts a reasonable writer might argue with, never a full diff

The voice

3. Voice Matcher

Use when: It says what you meant and it reads like a model wrote it

Output: The rewritten text, preceded by the pattern it extracted from your sample — sentence length, contractions, where the emphasis falls — so you can correct its reading of you before it is used

How a draft flows through the pack

On a long piece the order is the one the pack is named for: shape, then sentences, then voice. structure-doctor first, because reordering is cheap and redrafting is not, and there is no point polishing a paragraph that is about to move. line-editor second, once the draft is in the order it will keep. voice-matcher last, on prose that is already the right shape and the right length. On a short piece line-editor alone is usually enough. All three read resources/house-style.md before touching a word — the defaults, the rhythm, and the list of what never gets touched — so editing that file is how you change the way the whole pack writes.

Setup guide

  1. Download the pack. One zip: an install folder with ready-to-upload skill zips, a skills folder with the same three skills as readable files, and house-style.md in resources.
  2. Install your skills. In Claude, turn on code execution in Settings, Capabilities, then go to Customize, Skills and upload one zip per skill from the install folder. In Claude Code it is two lines instead: /plugin marketplace add polar-bear-org/claude-skills, then /plugin install editing-pack@polar-bear-skills, and all three load at once.
  3. Create your Writing Desk. Make one Project called Writing Desk and add house-style.md to its knowledge: all three skills read it before touching a word, so it is where your taste lives. Then keep one chat per recurring format ("Newsletter", "Client memos") and write "run line-editor". Paste the last thing you wrote. It will cut about a fifth of it and tell you which cuts you should argue with.

Where to start

Your situationSkill to run
Something's off with this doc and you can't say whatStructure Doctor
The reader meets the point on page threeStructure Doctor
The last thing you wrote, and it needs to be shorterLine Editor
A quick "does this sound okay"Line Editor
This sounds like AI wrote itVoice Matcher
A newsletter that has to sound like youVoice Matcher

The quality bar

Every skill in the pack holds the same standard, the one we hold on our own writing:

Who made this

Polar Bear is a people ops consultancy for human-size teams (20 to 200 people). Built by ex-McKinsey founders with a dream to make AI work for People, not instead of them. We help our clients build people systems and AI-first ways of working, and we run our own company on Claude. This pack is the free, self-serve version of how we work.

The pack gives one draft a second pass at a time. When you want your whole team working this way, AI carrying the overhead so people do the thinking, across memos, frameworks, and everyday work, that's what we build with clients.

Meet Alexey. We write a lot at Polar Bear, and the hard part was never the first draft, it was the second pass. Book a 30-minute call · Alexey on LinkedIn