ai-config-compress
CommunityShrink prompts, boost LLM performance.
Software Engineering#prompt engineering#efficiency#llm optimization#instruction tuning#token compression
Authorfabis94
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill helps reduce the token count of LLM instructions, system prompts, and other text inputs, making them more efficient and cost-effective without sacrificing behavioral intent.
Core Features & Use Cases
- Token Reduction: Compresses instructions using a tiered approach, from mechanical cleanup to semantic suggestions.
- Behavioral Preservation: Focuses on maintaining the original intent and functionality of the instructions.
- Use Case: You have a lengthy system prompt for your AI assistant that's consuming too many tokens. Use this Skill to compress it, making it cheaper to run and potentially faster for the LLM to process, while ensuring it still behaves as intended.
Quick Start
Use the ai-config-compress skill to compress the provided prompt text.
Dependency Matrix
Required Modules
None requiredComponents
references
💻 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: ai-config-compress Download link: https://github.com/fabis94/universal-ai-config/archive/main.zip#ai-config-compress Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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