bytedance/deer-flow · skills/public/academic-paper-review/SKILL.md

academic-paper-review skillA

academic-paper-review is agent-read markdown (skill) from 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"..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add bytedance/deer-flow/academic-paper-review@git:20260405.8bb14fa
Exact content
mdr add bytedance/deer-flow/academic-paper-review@sha256:a0285baaeacc916b

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_bnsyhumcxdrykn5f.svg)](https://markdownregistry.com/a/art_bnsyhumcxdrykn5f)

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Versions

versioncommittedcommitsizeaudit
git:20260405.8bb14fa latest2026-04-05 8bb14fa 12,138 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (12138 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

bytedance/deer-flow · 82,583 stars · license MIT · pushed 2026-09-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_bnsyhumcxdrykn5f
GET https://markdownregistry.com/api/v1/resolve?ref=bytedance/deer-flow/academic-paper-review
GET https://markdownregistry.com/api/v1/blob/a0285baaeacc916bf45751c06db37745b195ddd4ec30e271ec1472f6cd48e8aa

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.