i2
CommunityScreen papers 100x cheaper with Groq LLM.
AuthorHosungYou
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill automates the tedious and time-consuming process of screening research papers for systematic reviews or knowledge repositories, significantly reducing costs and effort.
Core Features & Use Cases
- AI-Powered PRISMA Screening: Utilizes a 6-dimension rubric for efficient inclusion/exclusion decisions.
- Cost-Effective LLM Integration: Defaults to Groq LLM for 100x cost savings compared to Claude, with options for other providers.
- Configurable Project Types: Supports 'knowledge_repository' (lenient) and 'systematic_review' (strict) with different confidence thresholds.
- Hallucination Detection: Validates AI-generated evidence against abstracts to ensure accuracy.
- Use Case: Quickly screen thousands of papers for a systematic review, automatically including relevant ones and flagging others for human review, all while minimizing LLM costs.
Quick Start
Use the i2 skill to screen papers for a systematic review using the provided research question and project path.
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: i2 Download link: https://github.com/HosungYou/Diverga/archive/main.zip#i2 Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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