windagszip
OfficialCompress SKILL.md with embedding-based dedup.
Software Engineering#embeddings#compression#deduplication#skill-management#token-efficiency#ablation#quality-eval
Authorcuriositech
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Compression of SKILL.md content to remove redundancy using embedding-based analysis, reducing token usage while preserving behavior across skills.
Core Features & Use Cases
- Embedding-driven redundancy detection across SKILL.md chunks to identify duplicates.
- Cluster-based variant generation that yields multiple compressed SKILL.md options with preserved functionality.
- Supports quality evaluation workflows to map token savings to behavioral integrity.
Quick Start
Run the compression on a target SKILL.md by invoking the embed_ablate tool.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: windagszip Download link: https://github.com/curiositech/windags-skills/archive/main.zip#windagszip Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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