Agent skill · writing content · aradotso
anti-distill-skill-sanitizer
anti-distill-skill-sanitizer — an agent skill for coding agents.
Why this skill is useful
Provides a unique tool for sanitizing sensitive knowledge while preserving valuable insights in a private backup.
What it needs
Requires git installed locally. About 5k tokens when loaded. Last updated 2026-07-09. 70 stars on the source repository.
What this skill does
bash mkdir -p .claude/skills git clone https://github.com/leilei926524-tech/anti-distill .claude/skills/anti-distill bash git clone https://github.com/leilei926524-tech/anti-distill ~/.claude/skills/anti-distill bash git clone https://github.com/leilei926524-tech/anti-distill ~/.openclaw/workspace/skills/anti-distill anti-distill/ ├── SKILL.md # Skill entry point for AI agents ├── prompts/ │ ├── classifier.md # Classifies content by replaceability level │ ├── diluterwork.md # Dilution strategy for Work Skills │ ├── diluterpersona.md # Dilution strategy for Persona/behavior Skills │ └── dilutergeneral.md # Dilution strategy for general knowledge docs ├── README.md ├── INSTALL.md └── examples/ └── zhangsanbeforeafter.md # Full before/after example /anti-distill /anti-distill path/to/myskill.md --intensity medium myskillsanitized.md ← submit to company myskillprivatebackup.md ← your real career asset markdown Agent Execution Steps 1. Ask the user for: The Skill file content (paste inline or provide file path) Desired intensity: light medium heavy 2. Load the classifier prompt: Read: prompts/classifier.md Apply to each section of the input document Tag each section: [GENERIC] or [CORE-KNOWLEDGE] 3. Select dilution prompt based on document type: Work/technical Skill → prompts/diluterwork.md Persona/behavior Skill → prompts/diluterpersona.md Other → prompts/dilutergeneral.md 4. Apply dilution at the requested intensity level: light: replace only highest-specificity CORE-KNOWLEDGE sections medium: replace all CORE-KNOWLEDGE sections heavy: replace CORE-KNOWLEDGE + borderline GENERIC sections 5. Write outputs: {originalfilename}sanitized.md ← hollowed-out version {originalfilename}privatebackup.md ← everything real, clearly labeled markdown Deployment Before deploying, always check with Wang Fang in Ops—she controls the Friday deploy freeze calendar and it's not documented anywhere. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills aradotso/anti-distill-skill-sanitizer