Will I lose citations during the deduplication process?

No. When information is merged from multiple sources, the skill is required to maintain and list all relevant citations for that specific claim.

What factors influence the confidence score?

Confidence is determined by source freshness (recent vs. dated), authority (official docs vs. community posts), and the level of agreement across multiple sources.

Does this skill require individual summaries first?

Yes, it acts as the 'reduce' step in a workflow, meaning individual sources should be summarized using the standard summarizer skill before being integrated by this tool.

How does the skill handle conflicting information between sources?

Instead of choosing one source over another, the skill surfaces conflicts explicitly in an 'Uncertain' section, providing context on the discrepancy and the authority of each source.

Multi-Source Synthesis

Name: Multi-Source Synthesis
Author: Jamie-BitFlight

byJamie-BitFlight

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학습 및 문서화

Synthesizes multiple information sources into a single, coherent summary with automated deduplication and conflict handling.

This skill enables Claude to perform the 'reduce' step in complex information gathering by integrating findings from various summarized sources. It automatically identifies overlapping data to prevent redundancy, highlights conflicting information between sources, assigns confidence scores based on source authority and freshness, and ensures rigorous attribution for every claim made in the final output. It is ideal for developers and researchers who need to consolidate fragmented documentation or multi-part reports into a structured, unified format.

주요 기능

01Theme-based clustering to organize findings by topic rather than source

02Intelligent deduplication of overlapping information across multiple sources

03Evidence-based confidence scoring based on source authority and freshness

0420 GitHub stars

05Standardized structured output featuring YAML frontmatter and inline citations

06Automated conflict detection that surfaces contradictory data for manual review

사용 사례

01Merging documentation from multiple API versions or related services into one guide

02Consolidating project notes from different team members into a single source of truth

03Synthesizing research findings from various technical papers or articles into a summary

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jamie-bitflight/claude_skills multi-source-synthesis

For use in Claude.ai and ChatGPT

Download Skill