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real-literature-trace

Translate vague literature requests into verified, traceable academic references.

Updated May 21, 2026
Search Tags:#literature search#doi#google scholar#research writing#cnki#paper verification#academic screening
One-click install
npx skills add https://github.com/Liangxianguang/helpfulskills --skill real-literature-trace
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: real-literature-trace
Source: https://github.com/Liangxianguang/helpfulskills/tree/main/academic-skills/real-literature-trace
Command: npx skills add https://github.com/Liangxianguang/helpfulskills --skill real-literature-trace

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill solves the problem of turning vague literature requests into a real, checkable set of academic papers with canonical, traceable links instead of invented or unverifiable references.

Core Features & Use Cases

  • Scope narrowing for vague topics: When the request is broad (e.g., “real literature addresses” or a general topic), it first clarifies the minimal missing constraints such as subtopic, language mix (Chinese/English), and time window.
  • Discovery → verification workflow: It uses search-style discovery (e.g., Google Scholar-style) to surface candidates, then verifies each selected paper on publisher/DOI/CNKI/official pages before finalizing.
  • Credibility screening and provenance clarity: It screens duplicates/low-quality/off-topic items, prioritizes top journals/conferences for foreign literature, flags preprints as provisional, and never fabricates titles/DOIs/links.
  • Traceable output set: It returns a structured list (typically a table) including title, authors, venue, selection reasons, quality level, and the best canonical link (plus CNKI and DOI when available).

Quick Start

Ask the skill to “找真实文献综述用的可追溯链接，并筛选最近5年12-18篇中英文各半，输出表格包含标题、选择理由、真实地址、CNKI和DOI。”

Frequently Asked Questions about real-literature-trace

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I find real academic papers with traceable DOI and CNKI links for a literature review?▼

This Skill finds real academic papers with traceable DOI and CNKI links by translating vague requests into verified references, prioritizing canonical publisher links for foreign literature and CNKI-first logic for Chinese papers.

Can AI generate verifiable paper references without fabricating titles or DOIs?▼

Yes, it generates verifiable paper references without fabrication by using a discovery-to-verification workflow and explicitly marking any unverified items as 待核验, ensuring strict non-fabrication of titles, DOIs, and links.

How to screen top journal and conference papers for mixed Chinese-international research needs?▼

Screen top journal and conference papers for mixed Chinese-international needs by specifying your language mix and time window, allowing the Skill to surface candidates via search-style discovery and verify them on official pages before finalizing.

What should I do if my literature search request is too broad or lacks specific subtopics?▼

If your literature search request is too broad, the Skill first clarifies minimal missing constraints such as subtopic, language mix of Chinese and English papers, and time window before proceeding to paper discovery and verification.

Does this tool output preprints, and how are they flagged during paper verification?▼

Yes, it can output preprints during paper verification, but it explicitly flags them as provisional items to maintain credibility screening and provenance clarity, ensuring you know they are not yet peer-reviewed.

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