bytedance/deer-flow · skills/public/systematic-literature-review/SKILL.md

systematic-literature-review skillA

systematic-literature-review is agent-read markdown (skill) from bytedance/deer-flow: Use this skill when the user wants a systematic literature review, survey, or synthesis across multiple academic papers on a topic. Also covers annotated bibliographies and cross-paper comparisons. Searches arXiv and outputs reports in APA, IEEE, or BibTeX format. Not for single-paper tasks — use academic-paper-review for reviewing one paper..

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/systematic-literature-review@git:20260410.654354c
Exact content
mdr add bytedance/deer-flow/systematic-literature-review@sha256:9fe4891e86b29d0f

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_2pn4v6lyjpb3hagf.svg)](https://markdownregistry.com/a/art_2pn4v6lyjpb3hagf)

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Versions

versioncommittedcommitsizeaudit
git:20260410.654354c latest2026-04-10 654354c 17,256 BA view · diff
git:20260410.16aa51c2026-04-10 16aa51c 17,745 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 (17256 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_2pn4v6lyjpb3hagf
GET https://markdownregistry.com/api/v1/resolve?ref=bytedance/deer-flow/systematic-literature-review
GET https://markdownregistry.com/api/v1/blob/9fe4891e86b29d0f0f192bddab4ff913b123ffd764a2af737a4d6bb334209b6a

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