Intelligence Pipeline
CommunityOptimize search relevance and performance with AI-driven ranking and context understanding.
Software Engineering#search ranking#context awareness#retrieval augmented generation#search relevance#AI-driven search
AuthorRenzo-Tognella
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill improves the search experience by enhancing the relevance, recency, and importance of search results, using advanced ranking techniques and context awareness.
Core Features & Use Cases
- Relevance Fusion: Combines scores from multiple sources to achieve a balanced and accurate ranking.
- Diversification: Ensures diverse results based on prefix matching and similarity thresholds.
- Composite Scoring: Calculates a weighted score considering relevance, recency, and importance for each result.
- Context Compaction: Returns compacted context results with summarized information for efficient browsing.
- Ebbinghaus Reinforcement: Reinforces context with positive feedback to improve future searches.
- Use Case: For applications requiring highly relevant and context-aware search results, such as enterprise knowledge bases or personal information management systems.
Quick Start
Activate the Intelligence Pipeline Skill and input your search query 'product release timeline'.
Dependency Matrix
Required Modules
spreading_activationhydecomposite_scorercontext_compactionebbinghaus_reinforcement
Components
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: Intelligence Pipeline Download link: https://github.com/Renzo-Tognella/UniversalThingsForMyAgents/archive/main.zip#intelligence-pipeline Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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