Token & Context Optimization
CommunityOptimize token usage in TheSearch pipeline stages for efficient AI performance.
AuthorRenzo-Tognella
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill helps manage and reduce token costs in the TheSearch pipeline, improving prompt sizes and context handling, and optimizing for performance.
Core Features & Use Cases
- Token Cost Analysis: Evaluate and reduce token consumption in TheSearch pipeline stages.
- Prompt Caching: Implement caching strategies for repetitive patterns to save tokens.
- Context Management: Compress and cache context to prevent explosion and improve efficiency.
- Use Case: Ideal for scenarios where you have a high volume of data being processed through TheSearch and need to minimize costs while maintaining performance.
Quick Start
Run the token optimization script to analyze and optimize the 'search_pipeline' using the provided guidelines.
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferences
💻 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: Token & Context Optimization Download link: https://github.com/Renzo-Tognella/UniversalThingsForMyAgents/archive/main.zip#token-context-optimization Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 620,000+ vetted skills library on demand.