RAG Knowledge Analyst

Cross-reference conversation files to produce source-cited insights.

Updated Mar 21, 2026

Search Tags:#analysis #ai-agent #cross-reference #data-integration #source-citations #document-analysis

Ready to run

npx skills add https://github.com/Aken-Teams/ai-agents-office --skill rag-knowledge-analyst

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: RAG Knowledge Analyst
Source: https://github.com/Aken-Teams/ai-agents-office/tree/main/server/src/skills/rag-analyst
Command: npx skills add https://github.com/Aken-Teams/ai-agents-office --skill rag-knowledge-analyst

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Cross-reference and analyze all files in a conversation to produce coherent, source-backed insights.

Core Features & Use Cases

Cross-file synthesis: correlate data and content across user uploads and AI-generated documents to reveal patterns and insights.
Source-cited reporting: automatically attach citations to conclusions with precise file references.
Multi-format support: work with PDFs, DOCXs, PPTXs, CSVs, HTMLs, and text formats to cover typical collaboration artefacts.

Quick Start

Analyze all conversation files (uploads and generated documents) and produce a source-backed report with citations.

Frequently Asked Questions about RAG Knowledge Analyst

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I cross-reference multiple documents in a conversation to extract insights?▼

Cross-referencing multiple documents involves correlating data and content across user uploads and AI-generated documents to reveal patterns and produce source-backed insights. The Skill automatically synthesizes cross-document data to ensure coherent reporting.

What file formats are supported for cross-document analysis and citation?▼

Cross-document analysis supports PDFs, DOCXs, PPTXs, CSVs, HTMLs, and text formats to cover typical collaboration artifacts. This multi-format support ensures comprehensive document analysis across various uploaded and generated files.

Can I generate a report with source citations from PDF and CSV files in the same conversation?▼

Yes, you can generate a source-cited report from PDF and CSV files. The Skill automatically attaches citations to conclusions with precise file references, ensuring structured reporting that preserves source citations across all analyzed formats.

What is the best way to synthesize data across user uploads and generated documents?▼

The best way to synthesize data across uploads and generated documents is using automated cross-file synthesis. This correlates content across all conversation files, uncovering patterns and insights while maintaining strict source citation for structured reporting.

Does cross-document synthesis work with HTML artifacts and PPTX presentations?▼

Yes, cross-document synthesis works with HTML artifacts and PPTX presentations alongside PDFs, DOCXs, and CSVs. The analysis correlates content across all supported formats to uncover patterns and ensure precise source citations in the final report.