Will it fix my spelling errors?

No. To ensure content integrity, the skill is prohibited from changing any spelling, even if it appears to be an error.

Does this skill change the meaning of my text?

No. The skill is strictly instructed to maintain all original content and spelling exactly as provided, focusing only on formatting and punctuation.

Can it fix text copied from PDFs?

Yes, it is specifically designed to handle the strange line breaks and formatting fragments that often occur when copying text from PDF files.

Is this skill based on a specific standard?

Yes, it implements the 'clean_text' pattern from the Daniel Miessler Fabric project, a popular standard for AI-driven text normalization.

Clean Text Formatter

Name: Clean Text Formatter
Author: bdmorin

bybdmorin

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Content Management

Repairs fragmented and malformatted text by fixing line breaks, punctuation, and capitalization without altering original content.

The Clean Text skill is a specialized utility designed to normalize broken or poorly formatted text, restoring professional readability to messy documents. Based on the widely-used Fabric 'clean_text' pattern, it automatically removes irregular line breaks, corrects inconsistent punctuation, and organizes text into logical paragraphs while strictly preserving the source's original wording and spelling. This makes it an invaluable tool for developers and writers who need to process raw text from OCR, PDF exports, or inconsistent web scrapes before integrating them into documentation or codebases.

Key Features

01Standardizes raw text data for professional documentation

02Guarantees preservation of original content and spelling

03Organizes fragmented text into logical paragraphs

04Removes irregular and disruptive line breaks

051 GitHub stars

06Normalizes capitalization and punctuation automatically

Use Cases

01Restoring readability to text copied from legacy PDF documents

02Normalizing messy web-scraped content for structured documentation

03Cleaning up fragmented raw notes into professional-grade text

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add bdmorin/the-no-shop clean-text

For use in Claude.ai and ChatGPT