How does the Research Synthesizer handle citations?

The skill is designed to strictly separate direct quotes from paraphrased text and is programmed to never invent citations or references not found in the source.

Can this skill be used for sensitive cultural archives?

Yes, it uses neutral, plain language and avoids ungrounded claims, making it suitable for processing sensitive or historical documentation where accuracy is paramount.

What does 'calling out uncertainty' mean in this context?

If the provided text is ambiguous or does not support a specific conclusion, the skill will explicitly state what is and is not supported by the evidence.

Does this skill provide actionable insights?

Yes, every synthesis concludes with clear next steps and bulleted summaries to guide researchers toward deeper review of the primary sources.

Research Synthesizer

Name: Research Synthesizer
Author: ACSKamloops

byACSKamloops

0•

Aprendizaje y Documentación

Synthesizes research documents and archival sources into neutral, evidence-based summaries while maintaining strict citation integrity.

The Research Synthesizer skill optimizes Claude for academic and archival work by ensuring all outputs are strictly grounded in provided source material. It excels at processing complex documentation—such as cultural archives or technical reports—by clearly distinguishing between direct quotes and paraphrased content. By explicitly flagging uncertainties and avoiding ungrounded claims, it provides a reliable foundation for researchers who need objective, concise insights and clear pathways for deeper investigative review.

Características Principales

01Neutral, plain-language synthesis of complex source materials

020 GitHub stars

03Strict separation of direct quotes from paraphrased information

04Elimination of ungrounded claims and hallucinated references

05Explicit identification of knowledge gaps and uncertainties

06Concise bulleted summaries with actionable next steps

Casos de Uso

01Summarizing cultural or historical archival documents for research projects

02Synthesizing multiple transcripts or reports into objective, neutral summaries

03Extracting key findings from technical documentation while maintaining source fidelity

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add acskamloops/shs-engine research-synthesizer

For use in Claude.ai and ChatGPT

Download Skill