research-synthesizer

Synthesize cross-source evidence to identify consensus and gaps.

3|2|Updated Feb 27, 2026
One-click install
npx skills add https://github.com/grasberg/sofia --skill research-synthesizer-grasberg
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: research-synthesizer
Source: https://github.com/grasberg/sofia/tree/main/workspace/skills/research-synthesizer
Command: npx skills add https://github.com/grasberg/sofia --skill research-synthesizer-grasberg

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Cross-source research synthesis identifies consensus, disagreements, and gaps across sources rather than listing them individually, saving time and improving decision quality.

Core Features & Use Cases

  • Structured evaluation: scores sources using a standardized matrix to determine reliability.
  • Thematic synthesis: groups findings by themes and highlights convergences and divergences.
  • Citations-ready output: generates traceable citations and a clear summary for reports or submissions.
  • Use Case: support an evidence review where multiple studies address a question and you need a concise, defendable conclusion.

Quick Start

Provide a cross-source evidence synthesis for a defined question and deliver a structured, citation-backed summary

Frequently Asked Questions about research-synthesizer

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

FAQPage Schema
How do I synthesize cross-source evidence to identify consensus and gaps in research?

To synthesize cross-source evidence, the Skill groups findings by themes to highlight convergences and divergences, applying a standardized evaluation matrix to score sources and produce a defendable conclusion for evidence reviews.

What is the best way to evaluate source reliability and detect bias in a literature review?

Evaluating source reliability and detecting bias is achieved through a structured evaluation matrix that scores sources using a standardized grading scheme, ensuring thematic synthesis identifies inconsistencies across studies.

Can I generate citation-ready structured summaries for an evidence review?

Yes, generating citation-ready structured summaries is supported by producing traceable citations and clear thematic summaries, enabling you to output concise, defendable conclusions directly for reports or submissions.

How does thematic synthesis group findings when comparing multiple research sources?

Thematic synthesis groups findings by themes to highlight convergences and divergences across sources, applying bias detection and evidence grading to produce a structured, citation-backed summary rather than listing sources individually.

Does cross-source research synthesis work for comparing studies without specific dependencies?

Cross-source research synthesis works without specific dependencies, applying a standardized evaluation matrix to score sources and identify consensus, making it suitable for evidence reviews where multiple studies address a defined question.

Why does cross-source synthesis score sources with a standardized matrix?

Cross-source synthesis scores sources with a standardized matrix to determine reliability and apply bias detection, ensuring the thematic summary provides a concise, defendable conclusion by evaluating evidence quality consistently.