anti-distill

Name: anti-distill
Availability: InStock
Author: koki

Sanitize Skill documents by removing core knowledge while preserving structure.

2.3k|284|Updated Apr 2, 2026

Search Tags:#markdown #sanitization #backup #distill #skill #privacy

Ready to run

npx skills add https://github.com/leilei926524-tech/anti-distill --skill anti-distill-leilei926524-tech

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: anti-distill
Source: https://github.com/leilei926524-tech/anti-distill/tree/main
Command: npx skills add https://github.com/leilei926524-tech/anti-distill --skill anti-distill-leilei926524-tech

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Anti-Distill Skill helps you sanitize your Skill documents by removing core knowledge while preserving structure and professional framing, so you can submit clean-looking versions.

Core Features & Use Cases

Identifies and classifies Skill content into SAFE, DILUTE, REMOVE, and MASK for both colleague-skill formats and general documents.
Generates two outputs: a sanitized submission version and a private backup containing removed insights and rationale.
Provides validation checks (word count range, section completeness, terminology consistency) to ensure the cleaned Skill remains professional and usable.

Quick Start

Submit your Skill file to start the sanitization workflow.

Frequently Asked Questions about anti-distill

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I sanitize markdown files to remove core knowledge while preserving structure?▼

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.

What is the best way to create a private backup of removed content during markdown sanitization?▼

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.

Does this markdown sanitization tool work with both general documents and colleague-skill formats?▼

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.

How do I validate section integrity and word count after removing content from a Skill document?▼

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.

Can I mask specific terminology in a markdown document instead of completely removing it?▼

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.