literature-review SKILL.md skillA

literature-review from yichen-zju/claude-for-research is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add yichen-zju/claude-for-research/literature-review@git:20261014.9f2a5e0

Pins git:20261014.9f2a5e0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
yichen-zju/claude-for-research
Path
claude/skills/literature-review/SKILL.md
Versions recorded
1
Latest version
git:20261014.9f2a5e0, committed Oct 14, 2026
Size
6,264 bytes
Repository stars
10
License
none declared

Run a literature review using paper search and primary-source synthesis. Use when the user asks for a lit review, paper survey, state of the art, publication-corpus review of a lab/PI/author, or academic landscape summary on a research topic.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Literature Review

Investigate the user's topic, lab, PI, or author as a literature review.

Derive a short slug from the topic (lowercase, hyphens, no filler words, ≤5 words). Use this slug for all files in this run.

## Tools (Claude Code)

- Web search: `WebSearch`. Fetch pages: `WebFetch`.
- 证据分级与全文核验义务见 `../shared-references/full-text-verification-policy.md`(承重声明必须 full-text 级;arxiv MCP 的 `[pdf]` 为可选依赖,失败降级 alphaxiv,再降级只产出 fragment 级证据)。
- Academic papers, backend priority with auto-degradation (record the probe result in provenance): (1) `alphaxiv` MCP tools (`discover_papers`, `get_paper_content`, `answer_pdf_queries`, `read_files_from_github_repository`) when visible and healthy — on 401/403 immediately stop retrying and drop to (2); (2) **arxiv MCP (primary, keyless)** — `mcp__arxiv__search_papers` / `download_paper` / `read_paper` / `search_paper_text` for systematic search and full-text claim verification; (3) fallback: WebSearch/WebFetch on arxiv.org, degradation explicitly noted in provenance.
- Subagents: the `Agent` tool with `subagent_type` `researcher` / `verifier` / `reviewer`. Spawn parallel researchers in one message. Real output goes to files.

## Workflow
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add yichen-zju/claude-for-research/literature-review@sha256:3a787409ff6f2eb8

The line at the top of this page pins the label git:20261014.9f2a5e0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_qvv2mjnbjq7mrdx7.svg)](https://markdownregistry.com/a/art_qvv2mjnbjq7mrdx7)

1 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Oct 14, 2026.

versioncommittedcommitsizeaudit
git:20261014.9f2a5e0 latest2026-10-14 9f2a5e0 6,264 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (6264 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

yichen-zju/claude-for-research · 10 stars · license none declared · pushed 2026-10-21 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_qvv2mjnbjq7mrdx7
GET https://markdownregistry.com/api/v1/resolve?ref=yichen-zju/claude-for-research/literature-review
GET https://markdownregistry.com/api/v1/blob/3a787409ff6f2eb870019506d1639c6e6df34095ea26bc2f5765fe64999d5fe3

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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