Slop Stop skill

Стоп-Штамп (Slop Stop)

Russian-language skill that strips typical AI writing patterns: empty openers, template structures and monotonous rhythm

9 ★ on the repository
Last commit Apr 13, 2026
MIT

Skill

skosovsky/slop-stopAuthor:Sergey Kosovsky

Install

Works in: Claude Code
Koda
Coddy

In your terminal, with SkillFoxx CLI

npx skillfoxx add skills/stop-shtamp-slop-stop

Detects the agents on your machine, shows the access level and pins the version.

Other ways to install

Access and checks

How we review

Minimal accessThe tool runs nothing and makes no network calls.

Markdown instructions only

This is third-party code. Review the repository files before installing.

What it does

The skill teaches the model to find and remove banned phrases, structural cliches such as binary contrasts and rhetorical setups, and stylistic habits like groups of three. Rules are split between the main SKILL.md and reference files for phrases, structures and before and after examples. Text is scored on five criteria from 1 to 10, and anything under 35 of 50 goes back for a rewrite.

Who it is for. Writers, editors and social media specialists who write in Russian with AI and do not want the text to sound machine-made.

Good fit when

You need to clean AI cliches out of an article or post draft
You want a quick score of how human a text sounds
You want writing rules for every text the agent produces in a project

Not a fit when

You need spelling, punctuation and typography proofreading
The text is in English

Example request

Run this post through slop-stop and remove the cliches

Limitations

It is only a set of rules and does not check facts. Scoring is subjective and done by the model itself. There is no install command; the folder is added manually.

How to disable. Delete the slop-stop folder from the skills directory or remove SKILL.md from the system prompt.

FAQ

Can I use it outside Claude Code?

Yes. SKILL.md can go into a Claude Projects knowledge base, custom instructions or the system prompt of API calls.

How is Стоп-Штамп different from the English stop-slop?

It is a Russian-language skill: it teaches the model to find and remove banned phrases, structural clichés such as binary contrasts and rhetorical lead-ins and habits like triple lists. The rules are built for Russian text.

How do I install the Стоп-Штамп skill and does it work without Claude Code?

The skill is built for Claude Code and connects per the repository instructions. You can copy the rules into any other agent or chat as plain text, but there will be no automatic hookup.

Discussion

No questions or reviews yet.

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README in short

Slop Stop is a skill for removing characteristic AI patterns from Russian texts. It catches banned phrases, structural cliches and stylistic habits described in three reference files. The README explains how to use it in Claude Code, Claude Projects, custom instructions and the API. A five-criterion scoring scale is included. MIT license.

README badge

Original SKILL.md

---
name: slop-stop
description: Удаляет ИИ-паттерны написания из текста. Используйте при написании, редактировании или проверке черновиков, чтобы избавиться от предсказуемых штампов ИИ.
metadata:
trigger: Написание текста, редактирование черновиков, проверка контента на наличие ИИ-паттернов
author: Sergey Kosovsky (https://github.com/skosovsky)
---

# Стоп-Штамп (Slop Stop)

Избавьтесь от предсказуемых ИИ-паттернов в тексте.

## Основные правила

1. **Вырезайте слова-паразиты.** Удаляйте вводные конструкции («прочистку горла») и костыли для привлечения внимания. См. [references/phrases.md](references/phrases.md).

2. **Ломайте шаблонные структуры.** Избегайте бинарных контрастов, драматической фрагментации и риторических подводок. См. [references/structures.md](references/structures.md).

3. **Разнообразьте ритм.** Чередуйте длину предложений. Два элемента лучше, чем три. Заканчивайте абзацы по-разному.

4. **Доверяйте читателю.** Излагайте факты прямо. Пропустите смягчения, оправдания и «ведение за ручку».

5. **Вырезайте «цитаты из пабликов».** Если это звучит как псевдоглубокая цитата (врезка), перепишите.

## Быстрая проверка

Перед сдачей текста:

- Три предложения подряд имеют одинаковую длину? Разбейте одно из них.
- Абзац заканчивается броской однострочной фразой? Измените концовку.
- Тире перед «откровением»? Уберите.
- Объясняете метафору? Поверьте, читатель и так ее поймет.

## Оценка (Scoring)

Оцените текст от 1 до 10 по каждому параметру:

| Параметр | Вопрос |
| --------------- | --------------------------------------------------- |
| Прямолинейность | Это утверждения или анонсы того, что будет сказано? |
| Ритм | Разнообразный или как под метроном? |
| Доверие | Уважает ли текст интеллект читателя? |
| Аутентичность | Звучит ли как человек? |
| Плотность | Можно ли что-то вырезать без потери смысла? |

Ниже 35/50: отправить на переработку.

## Примеры

См. [references/examples.md](references/examples.md) для примеров трансформаций «До/После».

## Лицензия

MIT

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