Document Research

Search a knowledge base, synthesize findings, and cite sources.

8|2|Updated Dec 11, 2025

Search Tags:#documentation #research #information retrieval #search #knowledge base #synthesis

Ready to run

npx skills add https://github.com/djinilabs/helpmaton --skill document-research

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: Document Research
Source: https://github.com/djinilabs/helpmaton/tree/main/apps/backend/src/skills/document-research
Command: npx skills add https://github.com/djinilabs/helpmaton --skill document-research

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill addresses the challenge of efficiently finding and synthesizing information buried within a knowledge base, enabling users to get concise answers without sifting through numerous documents.

Core Features & Use Cases

Deep Search: Performs targeted searches across a knowledge base using specific queries.
Information Synthesis: Consolidates findings from multiple search snippets into a coherent answer.
Citation: Clearly indicates the source documents and sections for each piece of information.
List Extraction: Organizes information into lists as requested by the user, maintaining order.
Use Case: A user needs to understand the configuration limits for a specific feature. The skill can search the documentation, synthesize the relevant limits from different sections, and present them clearly with citations.

Quick Start

Use the Document Research skill to find out how to set up SSO and what its limits are.

Frequently Asked Questions about Document Research

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

FAQPage Schema

How do I search and synthesize information across a technical knowledge base?▼

To search and synthesize across a technical knowledge base, use the 'search_documents' tool to run targeted queries, consolidate relevant snippets, and extract coherent answers with source citations.

How do I extract ordered lists from multiple product documentation files?▼

Extracting ordered lists from product documentation involves querying the knowledge base to locate relevant sections, then organizing the retrieved snippets into a structured list while maintaining the original sequence and citing sources.

What is the best way to find configuration limits buried in technical documentation?▼

The best way to find configuration limits in technical documentation is to perform a deep search across the knowledge base, synthesizing the relevant limits from different sections into a concise, clearly cited summary.

Can I get cited sources when retrieving specific answers from a knowledge base?▼

Yes, retrieving specific answers from a knowledge base provides cited sources by clearly indicating the origin documents and sections for each piece of synthesized information returned by the search.

Does information synthesis from documentation work for product and technical research?▼

Information synthesis from documentation works effectively for product and technical research by handling specific queries, consolidating findings across multiple document snippets, and presenting organized results with citations.

What are the limitations of using automated search for documentation research?▼

Limitations of automated documentation research include relying entirely on the 'search_documents' tool's ability to locate relevant snippets, meaning poorly indexed or fragmented knowledge bases may yield incomplete synthesis results.