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deep-research

Locate scholarly papers from sparse clues and output title and DOIs in markdown.

3|Updated Jan 14, 2022
Search Tags:#citation#web-search#deep-research#papers#multi-hop#doi
One-click install
npx skills add https://github.com/bingran-you/bingran-you --skill deep-research-bingran-you
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: deep-research
Source: https://github.com/bingran-you/bingran-you/tree/main/repo-skills/deep-research
Command: npx skills add https://github.com/bingran-you/bingran-you --skill deep-research-bingran-you

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Deep web research benchmark — given partial clues about authors and topic, find the exact paper and produce a structured answer.

Use when the user wants to test or demonstrate an agent's ability to do multi-hop, citation-aware web research from sparse input. Originally authored as a SkillsBench task by Bingran You; copied here as a discoverable, self-contained reference.

Core Features & Use Cases

  • Instruction and task config for multi-hop web research that locates the exact paper and emits a structured answer containing the title and DOIs.
  • Supports verification by returning a markdown file with required fields.

Quick Start

Locate the exact paper given sparse author/topic hints and output a structured answer containing title and DOIs.

Frequently Asked Questions about deep-research

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

FAQPage Schema
How do I find a specific academic paper from sparse author and topic clues?▼

Multi-hop web research locates the exact paper from sparse clues by applying citation-aware search to retrieve the title and DOIs, outputting the structured result in a markdown file.

What is multi-hop citation-aware web research for scholarly papers?▼

Multi-hop citation-aware web research is a benchmark task that tests an agent's ability to trace sparse clues through multiple search steps to find a specific scholarly paper and extract its title and DOIs.

Does deep web research return DOIs for papers found through partial hints?▼

Yes, deep web research retrieves the exact paper from sparse clues and ensures the output includes the title and DOIs formatted within a structured markdown file for verification.

What are the limitations of locating papers using sparse clues?▼

Locating papers from sparse clues requires sufficient initial hints to perform multi-hop web research; if the partial author or topic information is too vague, the citation-aware search may fail to identify the exact paper and DOIs.

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