anti-distill

This Skill identifies and classifies document content into SAFE, DILUTE, REMOVE, and MASK categories, generating a sanitized submission version and a private backup of removed insights while preserving document structure and professional framing.

Creating a private backup during markdown sanitization is handled automatically by generating a separate file containing the removed insights and the rationale behind each removal, ensuring no core knowledge is permanently lost.

Yes, the markdown sanitization tool works with both general Markdown sources and colleague-skill formats, applying its classification logic to produce reliable sanitized submission versions for either format.

To validate section integrity and word count after removing content, the Skill automatically performs validation checks to ensure the sanitized document meets required word-count ranges and maintains terminology consistency for reliable evaluation.

Yes, you can mask specific terminology in a markdown document by utilizing the MASK classification category, which allows you to obscure sensitive terms while retaining the overall structure and professional framing of the text.