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Skill · Workflow package · ByteDance / DeerFlow contributors

Read and critically review papers

Produce structured paper reviews covering methods, contributions, literature context and limitations.

Skill files · copy & downloadSet up a clientSome setup neededUsage based
View files & get startedGitHub source

Preview real files here; install or use them in the compatible environment.

Use it inLocal environment · Python environment · Docker
Account & accessAPI key required
Cost to expect

Instructions and source can be used under the listed license; client subscriptions, model calls and external services may cost extra.

Actual files. No guessing.

Your files, ready to inspect

Skill · MIT · KitNelo indexed version fcbb14e83f1c

Download indexed package4 files · ZIP

A pinned copy of the original skill and all support files in its directory. The ZIP preserves the source README and license declaration. Follow official setup for runtime dependencies and network services; individual workflows are not execution-tested.

Download this file

SKILL.md

Preview opens when the page is ready. You can download the original file directly.
All original files (4)

These are direct file downloads. Keep the package’s folder structure when installing.

From knowing to doing

A clear path to your first result

01
Prepare these firstEnvironment, account and materials
  • Prepare the paper or an accessible link, review goals and configured DeerFlow; verify data and citations against the original.
02
Follow the setup stepsUse the guide for this specific resource
  1. 1
    Prepare the paper or an accessible link, review goals and configured DeerFlow; verify data and citations against the original.
  2. 2
    Place the complete academic-paper-review directory under DeerFlow’s skills/public/, follow its skill-loading instructions and configure the required tools.
  3. 3
    Start with the example below, confirm input scope and review the output before saving or exporting it.
03
Adapt a real task exampleA starter prompt for the compatible app

Review this paper’s methods, evidence, limitations and open questions with section references.

Paste this task in the resource’s compatible app or host after setup. Replace the context with your own material, then check the result.

04
Check the result before using itLimits, permissions and your first-run notes

Limits & permissions

  • Original instructions, source revision and license were checked; this workflow has not been execution-tested. Capabilities depend on the client and connected tools.
  • The download contains files in this skill directory. Configure external runtimes, connectors, models and accounts according to official instructions.

Access involved: Check the provider’s connection settings.

Your first-run checklist

Catalog review covers published metadata. It does not certify that the resource runs in your environment. These checks are your own local notes and reset for a new catalog revision.

This is a Markdown checklist of steps and links. It is not an Agent or Skill installation package.

GitHub source & original repositorybytedance/deer-flow · Publisher files and version details

Get it from the source repository

Get the Skill instructions and the supporting files from the publisher’s repository. Some Skills belong to a larger plugin.

Resource location in this repository
skills/public/academic-paper-review/SKILL.md
Source version
Linked version · fcbb14e83f1c
Open the resource locationLinked-version repository ZIPRepository home · current content

The version ZIP contains the entire repository at the linked commit, including other resources. Find the folder for this resource before using it.

  1. 1

    Read the matching source

    Open the resource location and read its README or SKILL.md. Check the task, supported client and prerequisites.

  2. 2

    Get files on GitHub

    Use the linked-version repository ZIP to match this guide, or open the repository home page to check its current content. A source ZIP is different from a ready-to-run installer.

  3. 3

    Follow the publisher’s setup

    Keep the supporting scripts, references and plugin configuration. Install the complete plugin when required, rather than copying only SKILL.md.

The local files on this page are the version indexed by KitNelo. For the publisher’s current files, use the repository home page.

Read the exact linked source
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OpenAI plugin collection

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Skill files · copy & download

Research across Notion and synthesize into structured documentation; use when gathering info from multiple Notion sources to produce briefs, comparisons, or reports with citations.

Tasks & source notes
Build & search knowledgeMeeting notes & actions

Source metadata · check setup

Set up a clientPrice not verifiedSome setup needed
View, copy & downloadIndexed ZIP
App · Ready interface
ChatGPT · work and learning assistant

OpenAI

App / service entry

Draft, organize material and analyze files through conversation. Describe a task and refine the result; file, research and other capabilities depend on the account plan.

Tasks & source notes
Write copy & articlesWork with documents & PDFs

Edited use guide

Use on the webFree tierBeginner friendly
How to start
App · Ready interface
Gemini · writing and learning assistant

Google

App / service entry

Draft content, explain questions and organize material through conversation; file and research capabilities depend on region and account plan.

Tasks & source notes
Write copy & articlesResearch & verify

Edited use guide

Use on the webFree tierBeginner friendly
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More AI resource navigation
AI resource index and instructions

Get it from the source repository

Get the Skill instructions and the supporting files from the publisher’s repository. Some Skills belong to a larger plugin.

Repository: bytedance/deer-flow

Resource location: skills/public/academic-paper-review/SKILL.md

Linked version · fcbb14e83f1c

The version ZIP contains the entire repository at the linked commit, including other resources. Find the folder for this resource before using it.

  1. Read the matching source

    Open the resource location and read its README or SKILL.md. Check the task, supported client and prerequisites.

  2. Get files on GitHub

    Use the linked-version repository ZIP to match this guide, or open the repository home page to check its current content. A source ZIP is different from a ready-to-run installer.

  3. Follow the publisher’s setup

    Keep the supporting scripts, references and plugin configuration. Install the complete plugin when required, rather than copying only SKILL.md.

Actual Agent / Skill files

A pinned copy of the original skill and all support files in its directory. The ZIP preserves the source README and license declaration. Follow official setup for runtime dependencies and network services; individual workflows are not execution-tested.

Requirements and use guide

  • Prepare the paper or an accessible link, review goals and configured DeerFlow; verify data and citations against the original.
  1. Prepare the paper or an accessible link, review goals and configured DeerFlow; verify data and citations against the original.
  2. Place the complete academic-paper-review directory under DeerFlow’s skills/public/, follow its skill-loading instructions and configure the required tools.
  3. Start with the example below, confirm input scope and review the output before saving or exporting it.

Task example

Review this paper’s methods, evidence, limitations and open questions with section references.

Limits

  • Original instructions, source revision and license were checked; this workflow has not been execution-tested. Capabilities depend on the client and connected tools.
  • The download contains files in this skill directory. Configure external runtimes, connectors, models and accounts according to official instructions.

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