knowledge-synthesis

Combine and deduplicate search results from multiple enterprise data sources.

4|2|Updated Mar 9, 2026
One-click install
npx skills add https://github.com/kyopark2014/agent-plugins --skill knowledge-synthesis-kyopark2014
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: knowledge-synthesis
Source: https://github.com/kyopark2014/agent-plugins/tree/main/application/plugins/enterprise-search/skills/knowledge-synthesis
Command: npx skills add https://github.com/kyopark2014/agent-plugins --skill knowledge-synthesis-kyopark2014

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill transforms scattered search results from multiple sources into a single, coherent, and trustworthy answer, saving users from sifting through raw data.

Core Features & Use Cases

  • Deduplication: Merges identical information found across different sources (e.g., chat, email, documents).
  • Source Attribution: Clearly cites the origin of every piece of information in the synthesized answer.
  • Confidence Scoring: Assesses the trustworthiness of information based on freshness and source authority.
  • Summarization: Condenses large result sets into digestible summaries with options to drill down.
  • Use Case: When asked about a project decision, it can combine information from meeting notes, Slack discussions, and design documents into a single, clear explanation, noting who said what and when.

Quick Start

Synthesize the search results from the provided sources into a coherent answer with clear source attribution.

Frequently Asked Questions about knowledge-synthesis

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

FAQPage Schema
How do I synthesize enterprise search results from multiple data sources?

To synthesize enterprise search results, this Skill merges disparate data from various internal knowledge bases into a unified answer, applying deduplication and confidence scoring based on recency and source authority.

What is the best way to deduplicate overlapping information found across enterprise search results?

The best way to deduplicate overlapping information is to route multiple search results into this Skill, which automatically merges identical data found across different sources like chat, email, and documents into a single coherent answer.

Can I get source attribution when summarizing information from internal knowledge bases?

Yes, you can get source attribution. The synthesized answer clearly cites the origin of every piece of information, noting who said what and when from your internal knowledge bases.

How does confidence scoring work for synthesized search results?

Confidence scoring assesses the trustworthiness of synthesized search results by evaluating information freshness and source authority, ensuring you receive actionable intelligence derived from diverse internal data.

Does knowledge synthesis support condensing large result sets into digestible summaries?

Knowledge synthesis supports condensing large result sets by applying various summarization strategies tailored to different result set sizes, providing digestible summaries with options to drill down for details.

When do I need source attribution and deduplication for enterprise search?

You need source attribution and deduplication for enterprise search when information is fragmented across multiple data sources like meeting notes and Slack discussions, preventing the need to manually sift through raw data.