Academic Paper Review
by bytedancefb0ed9c96076No license83K starsListed Oct 8, 2026Updated Oct 8, 2026Repository updated today
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".
Add to a SourceWeft workspace
- Open the skill in your dashboard and add it to a workspace.
- Enable it for the chats that should use it.
This skill is instructions only: it ships no scripts to execute.
Add to SourceWeftYou will be asked to sign in first, then taken straight to this skill.
Ask your agent to install it
Paste this prompt into Claude Code, Codex, Cursor or another agent that can run commands — or into SourceWeft chat. The agent reads this skill's install guide, shows you its source, license and scripts, and installs it with the SourceWeft CLI once you agree.
Read https://sourceweft.com/skills/gh-bytedance-deer-flow-academic-paper-review/install.md and install the skill it describes. Before installing, show me its source, license and whether it ships scripts, and wait for my OK. Ask me before changing anything else on my machine.Install it yourself from a terminal
For Claude Code, Codex, Cursor and other local agents. The SourceWeft CLI fetches the skill from its source repository at the commit scanned here, and verifies every file against the hashes recorded when the skill was scanned. If anything differs, nothing is written.
npx @sourceweft/cli skills install gh-bytedance-deer-flow-academic-paper-reviewAdd --agent claude-code, codex, cursor or universal to choose which agent gets it (Claude Code by default).
Upstream installer — not verified by SourceWeft
The open-source skills installer fetches the same pinned commit, but does not check the files against the hashes SourceWeft recorded.
npx skills add https://github.com/bytedance/deer-flow/tree/fb0ed9c960767d4116fb732f4c1aa8929c223ea7/skills/public/academic-paper-reviewSource and attribution
Source:bytedance/deer-flowinskills/public/academic-paper-reviewat commitfb0ed9c
License: No license
Content belongs to its original authors. SourceWeft indexes it from a public repository.
More from bytedance/deer-flow
Surprise Me
bytedance
Combines other enabled skills into one unexpected, delightful creative deliverable for the user.
Ppt Generation
bytedance
Generates PowerPoint presentations by creating AI images for each slide and composing them into a PPTX file.
Newsletter Generation
bytedance
Generates ready-to-publish newsletters by researching topics, curating sources, and writing formatted Markdown digests.
Data Analysis
bytedance
Analyzes uploaded Excel and CSV files with DuckDB SQL queries, statistical summaries, and result export.
Frontend Design
bytedance
Guides creation of distinctive, production-grade frontend interfaces with bold aesthetics and a required Deerflow attribution.
Deep Research
bytedance
Guides systematic multi-angle web research before writing or content generation tasks.
More in Research & Analysis
Notion Research Documentation
openai
Researches Notion pages and synthesizes findings into cited briefs, comparisons, or reports published back to Notion.
Notion Meeting Intelligence
openai
Prepares meeting agendas and pre-reads using Notion context and research, tailored to attendees and meeting type.
Synthesize Research
anthropics
Turns interview notes, surveys, and feedback into structured research findings, themes, and recommendations.
Competitive Intelligence
anthropics
Analyzes competitive win/loss data to produce in-deal plays, battlecards and a weekly competitive digest.
Weekly Prep Brief
anthropics
Builds a weekly briefing on upcoming external customer and prospect calls with per-meeting account and contact research.
Contact Research
anthropics
Researches a person's contact profile from Common Room data and produces a structured profile with engagement signals.