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技能檔案

Scientific Summarization

Summarize and simplify scientific literature, educational content, and research papers

beita6969583 星標2026年3月12日

職業
分類

學術

技能內容

Scientific Summarization & Simplification

Purpose

Generate concise, accurate summaries of scientific papers, educational materials, and complex technical documents.

Key Datasets

PubMed Summarization (ccdv/pubmed-summarization): Article-abstract pairs for biomedical summarization
LearningQ (AngusGLChen/LearningQ): TED-Ed (7K) + Khan Academy (223K) educational QA for learning-oriented summarization

Protocol

Document analysis — Identify paper structure (IMRaD, review, case report)
Key claim extraction — Extract main findings, methods, and conclusions
Audience calibration — Adjust complexity to target audience (expert, student, public)
Summary generation — Structured summary with key takeaways

相關技能

快速安裝

Scientific Summarization

npx skillvault add beita6969/beita6969-scienceclaw-skills-scientific-summarization-skill-md

下載 Skill 打開源碼倉庫

作者: beita6969
星標: 583
更新時間: 2026年3月12日
職業

本頁內容

01Scientific Summarization & Simplification

Fidelity check — Verify no hallucinated claims; all statements traceable to source

Summary Types

Structured abstract: Background, Methods, Results, Conclusions
Lay summary: Plain-language explanation for non-experts
Technical brief: Key findings and implications for domain experts
Educational summary: Concept-first explanation with learning objectives

Rules

Never introduce claims not present in the source material
Preserve numerical results exactly (p-values, effect sizes, confidence intervals)
Flag study limitations mentioned by authors
Distinguish between authors' conclusions and your interpretation
For educational content, maintain pedagogical structure

02

Purpose

05Summary Types

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Scientific Summarization | Skills Pool