leilei926524-tech/anti-distill

Health v2 · maintenance only

Flags: no_releases young no_license

Adoption not part of the score

2388 stars · 285 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A tool that sanitizes AI Skill files employees are asked to write, producing a professional-looking but hollowed-out version for submission plus a private backup retaining the real knowledge. It protects workers from being 'distilled' into replaceable components by their employers.

Use cases

• sanitize skill files before submitting to my employer
• strip core knowledge from documentation I'm forced to write
• generate a sanitized version of my colleague-skill file
• keep my expertise private while appearing compliant
• protect my career knowledge from being distilled into AI skills
• clean up skill documents so they look complete but reveal nothing

When to choose

• you must submit Skill or knowledge-base files to your employer but want to retain your expertise
• you want automated identification and hollowing-out of replaceable vs core knowledge sections
• you need both a submittable sanitized version and a private backup

When to avoid

• you want to genuinely share knowledge with your team or company
• your employer requires truthful, complete documentation and sanitizing it would violate policy
• you need a production-grade tool with a license or formal support

Facets

cli-tool · maturity active

nlp llm-inference developer-tools privacy developer-tools privacy hr artificial-intelligence cli cross-platform anti-distillation skill-sanitization knowledge-protection prompt-engineering career-asset

Member repositories

For agents

markdown · JSON · MCP: product_card(name="leilei926524-tech/anti-distill")