anti-distill

name	anti-distill
description	Use when sanitizing skill files, runbooks, internal guides, prompt libraries, or tacit workflow documents before sharing them with an employer, client, or team knowledge base. 当你需要在对外共享前清洗技能文档、操作手册、内部指南、提示词库或隐性流程知识时使用。

Anti-Distill

反蒸馏

Overview

概述

This is the Claude Code discovery entrypoint for the canonical implementation in: 这是 Claude Code 的发现入口，真实实现位于：

• anti-distill-skills/anti-distill/

Canonical Files

正式文件

Use the canonical files from this repo root: 请读取仓库根目录中的正式文件：

• Main instructions: ../../../../anti-distill/SKILL.md
• Classifier: ../../../../anti-distill/prompts/classifier.md
• Skill diluter: ../../../../anti-distill/prompts/diluter_skill.md
• Ops diluter: ../../../../anti-distill/prompts/diluter_ops.md
• General diluter: ../../../../anti-distill/prompts/diluter_general.md

Commands Quick Ref

新子命令速查区

Use these subcommands with anti-distill/scripts/anti_distill.py: 使用 anti-distill/scripts/anti_distill.py 时可用以下子命令：

1. analyze - inspect leverage categories, doc type, and risk
2. analyze - 分析杠杆类别、文档类型和风险等级

python .\anti-distill\scripts\anti_distill.py analyze --input <path>

2. plan - generate a defense strategy before rewriting
3. plan - 在改写前生成防护策略

python .\anti-distill\scripts\anti_distill.py plan --input <path> --mode sanitize

3. sanitize - generate cleaned output + private backup + report
4. sanitize - 生成清洗版 + 私有备份 + 报告

python .\anti-distill\scripts\anti_distill.py sanitize --input <path> --output-dir <dir> --level medium --interactive

4. generate-decoy - generate outward-facing decoy package
5. generate-decoy - 生成对外展示诱饵包

python .\anti-distill\scripts\anti_distill.py generate-decoy --input <path> --output-dir <dir>

5. Legacy compatibility - no subcommand defaults to sanitize
6. 兼容旧用法 - 不写子命令时默认走 sanitize

python .\anti-distill\scripts\anti_distill.py --input <path> --output-dir <dir> --level light

Discovery

自动发现

If this project is the current Claude Code workspace root, the .claude/skills/anti-distill folder makes the skill auto-discoverable. 如果当前 Claude Code 工作区根目录就是这个仓库，那么 .claude/skills/anti-distill 会让技能自动被发现。