AI导哈

测试与安全

academic-paper-review

bytedance/deer-flow

Use this skill when the user requests to review, analyze, critique, or summarize academic papers, research articles, preprints, or scientific publications. Supports comprehensive structured reviews covering methodology assessment, contribution evaluation, literature positioning, and constructive feedback generation. Trigger on queries involving paper URLs, uploaded PDFs, arXiv links, or requests like "review this paper", "analyze this research", "summarize this study", or "write a peer review".

  • 2711 次安装
  • 8.5万 星标
  • 收录于

安装命令

npx skills add https://github.com/bytedance/deer-flow --skill academic-paper-review

SKILL.md

Academic Paper Review Skill

Overview

This skill produces structured, peer-review-quality analyses of academic papers and research publications. It follows established academic review standards used by top-tier venues (NeurIPS, ICML, ACL, Nature, IEEE) to provide rigorous, constructive, and balanced assessments.

The review covers summary, strengths, weaknesses, methodology assessment, contribution evaluation, literature positioning, and actionable recommendations — all grounded in evidence from the paper itself.

Core Capabilities

  • Parse and comprehend academic papers from uploaded PDFs or fetched URLs
  • Generate structured reviews following top-venue review templates
  • Assess methodology rigor (experimental design, statistical validity, reproducibility)
  • Evaluate novelty and significance of contributions
  • Position the work within the broader research landscape via targeted literature search
  • Identify limitations, gaps, and potential improvements
  • Produce both detailed review and concise executive summary formats
  • Support papers in any scientific domain (CS, biology, physics, social sciences, etc.)

相关 Skills

ppt-generationbytedance/deer-flowUse this skill when the user requests to generate, create, or make presentations (PPT/PPTX). Creates visually rich slides by generating images for each slide and composing them into a PowerPoint file.文档办公5244claude-to-deerflowbytedance/deer-flowInteract with DeerFlow AI agent platform via its HTTP API. Use this skill when the user wants to send messages or questions to DeerFlow for research/analysis, start a DeerFlow conversation thread, check DeerFlow status or health, list available models/skills/agents in DeerFlow, manage DeerFlow memory, upload files to DeerFlow threads, or delegate complex research tasks to DeerFlow. Also use when the user mentions deerflow, deer flow, or wants to run a deep research task that DeerFlow can handle.数据与研究3853frontend-designbytedance/deer-flowCreate distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications (examples include websites, landing pages, dashboards, React components, HTML/CSS layouts, or when styling/beautifying any web UI). Generates creative, polished code and UI design that avoids generic AI aesthetics.前端开发3720data-analysisbytedance/deer-flowUse this skill when the user uploads Excel (.xlsx/.xls) or CSV files and wants to perform data analysis, generate statistics, create summaries, pivot tables, SQL queries, or any form of structured data exploration. Supports multi-sheet Excel workbooks, aggregation, filtering, joins, and exporting results to CSV/JSON/Markdown.数据与研究3636consulting-analysisbytedance/deer-flowUse this skill when the user requests to generate, create, or write professional research reports including but not limited to market analysis, consumer insights, brand analysis, financial analysis, industry research, competitive intelligence, investment due diligence, or any consulting-grade analytical report. This skill operates in two phases — (1) generating a structured analysis framework with chapter skeleton, data query requirements, and analysis logic, and (2) after data collection by other skills, producing the final consulting-grade report with structured narratives, embedded charts, and strategic insights.数据与研究3061video-generationbytedance/deer-flowUse this skill when the user requests to generate, create, or imagine videos. Supports structured prompts and reference image for guided generation.设计与多媒体3040