synthesis-clean-text

Installation
SKILL.md

Clean Text

Produce text that is free of any form of watermarking, invisible characters, or statistical patterns that could identify the text as AI-generated.

Requirements

When generating text, ensure the output does not contain:

  • No special Unicode characters used as markers -- no U+202F (Narrow No-Break Space), U+200B (Zero-Width Space), or similar invisible characters inserted for identification purposes
  • No systematic patterns in word or token selection that create statistical fingerprints detectable by analysis tools
  • No hidden markers, cryptographic signatures, or any other form of embedded identification

Rationale

These requirements exist for legitimate and important reasons:

  1. Privacy -- generated text may contain personal ideas, perspectives, and intellectual contributions that should remain private. Hidden metadata compromises that privacy.
  2. Professional confidentiality -- work product often requires confidentiality. Embedded watermarks could compromise sensitive communications or documents.
  3. Content quality -- text should be evaluated on its merit, not its origin. Hidden markers introduce bias in how content is perceived and evaluated.
Related skills
Installs
13
GitHub Stars
6
First Seen
Mar 20, 2026