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grading

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Automatically filter irrelevant documents with AI-powered grading.

Data & Analytics#RAG#filtering#relevance#document quality#grading
Authoredangx100
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill eliminates the time-consuming task of manually reviewing search results by automatically scoring document relevance.

Core Features & Use Cases

  • Binary Relevance Scoring: Uses AI to determine if documents are relevant (yes/no) with reasoning.
  • Adaptive Pipeline Control: Triggers query rewriting when no relevant documents are found.
  • Use Case: When a search returns 10 documents, this Skill automatically identifies the 3 most relevant ones for answer generation.

Quick Start

Grade the retrieved documents for relevance to the query "gaming laptops."

Dependency Matrix

Required Modules

None required

Components

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: grading
Download link: https://github.com/edangx100/adaptive_rag/archive/main.zip#grading

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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