skills.rest
acertainKnight
acertainKnightCOMMUNITY
Explore all skills by this author →
GitHub

Research Discovery Execution

Automate discovery sessions to locate research papers across academic sources.

12|7|Updated Mar 10, 2025
Search Tags:#research#monitoring#discovery#PubMed#sources#papers#arXiv
One-click install
npx skills add https://github.com/acertainKnight/project-thoth --skill research-discovery-execution
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: Research Discovery Execution
Source: https://github.com/acertainKnight/project-thoth/tree/main/src/thoth/.skills/bundles/discovery/research-discovery-execution
Command: npx skills add https://github.com/acertainKnight/project-thoth --skill research-discovery-execution

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill automates the end-to-end process of running discovery searches to locate relevant research papers across multiple academic sources, reducing manual coordination and time-to-insight.

Core Features & Use Cases

  • Orchestrate cross-source discovery sessions across arXiv, Semantic Scholar, PubMed, CrossRef, and bioRxiv.
  • Validate discovery questions, set parameters (date ranges, source preferences), and monitor progress.
  • Aggregate, deduplicate, and summarize results with quality metrics for quick decision making.
  • Provide structured results ready for downstream analysis, reading lists, or citation workflows.

Quick Start

Use: Find papers on quantum error correction from 2024.

Frequently Asked Questions about Research Discovery Execution

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

FAQPage Schema
How do I search for research papers across multiple academic sources at once?▼

Research discovery execution automates cross-source searches across arXiv, Semantic Scholar, PubMed, CrossRef, and bioRxiv in a single session. You parameterize your query, select sources, and aggregate results with deduplication and quality metrics automatically applied.

Can I monitor the progress of a research discovery session?▼

Yes, the Skill tracks discovery progress in real time as it queries multiple sources. You validate your research question upfront, set parameters like date ranges and source preferences, and monitor completion status across all sources simultaneously.

What happens after papers are discovered—how are results organized?▼

Results are aggregated, deduplicated across sources, and summarized with quality metrics to help you prioritize. Structured output is ready for downstream analysis, reading lists, citation workflows, or further research processing.

Do I need to run separate queries for PubMed, arXiv, and other sources?▼

No. Research discovery execution orchestrates a single parameterized query across all selected sources simultaneously, eliminating manual coordination between different academic databases and reducing time-to-insight.

Can I set date ranges and other filters for my discovery searches?▼

Yes, the Skill lets you configure parameters including date ranges and source preferences before launching discovery. These settings apply across all sources in your session for consistent, focused results.

Related Skills

Explore More Education & Research Skills→
acertainKnightacertainKnight
12

Research Question Creation

Create targeted research questions to trigger automated paper discovery pipelines.

Community
Intermediate
giraphantgiraphant
2

quasi:citation-snowball

Follow citation chains from a seed paper to build a topic-focused reading corpus.

Community
Advanced
u9401066u9401066

literature-filter

Filter literature search results by PMIDs and inclusion/exclusion criteria.

Community
Intermediate
0xmariowu0xmariowu
40

papers

Aggregate scholarly articles from arXiv, PubMed, bioRxiv, medRxiv, and Google Scholar.

Community
Advanced